id
stringlengths
17
17
conversation_type
stringclasses
9 values
topic
dict
participants
stringclasses
1 value
speaker_profiles
stringlengths
2
1.35k
situation
stringlengths
0
398
turns
stringlengths
4.46k
20.4k
metadata
stringlengths
598
618
source_file
stringclasses
9 values
num_turns
int64
12
52
malay_conv_67b7ce
casual
{ "keywords": [ "interview", "stress" ], "primary": "interview", "secondary": "interview stress" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, esok kau ada interview kan?", "features": {"interjection": true, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["kan"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Dah prepare apa-apa lagi tu? Baca lagi company profile ke?", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak, tension gila weh. Stomach sudah pun feeling not well.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": ["pun"]}, {"turn_id": 5, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Betul. Last night I couldn't sleep, keep thinking kalau interviewer tanya soalan susah camne.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Chill lah. Kau dah berpengalaman, mesti manage handle punya.", "features": {"interjection": false, "colloquial": ["dah", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Dah practice mock interview ka dengan mirror? Last time I pun buat macam tu.", "features": {"interjection": false, "colloquial": ["dah", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "dah", "pun"], "stage1_colloquial": ["dah", "pun", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Practice dah, tapi bila masuk room tu nanti blank mesti terjadi.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Scared gila weh, especially kalau they ask regarding gap dalam keje saya tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 13, "speaker": "A", "text": "Just be honest je lah. They appreciate sincerity more than perfect answer.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 14, "speaker": "B", "text": "Ya ka?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Ha, seriously. Lagi pun, vibe sana kalau bagus, kau pun relax.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["pun"]}, {"turn_id": 16, "speaker": "B", "text": "Harap-harap lah macam tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Jangan lupa nampak confident masuk, pasti can already.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Nanti kalau dapat offer, belanja me makan yea!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Haha, okay kalau dapat memang belanja.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}]
{"generated_at": "2026-01-26T02:05:26.344071Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_f838f3
casual
{ "keywords": [ "stand", "up", "comedy" ], "primary": "stand", "secondary": "stand up comedy" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah per pergi stand up comedy ke belum ni?", "features": {"interjection": true, "colloquial": ["dah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["dah", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Stand up comedy? Ala show macam tu ke?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Aa, mana kat club tu. Ramai orang kata best gila, lepas tu gelak tak hengat.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Harith Iskander tu, 'Doctor of Laughter', kau kenal kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Kenal la, nama dia memang melekat.", "features": {"interjection": false, "colloquial": ["la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "memang"], "stage1_colloquial": ["la", "memang"]}, {"turn_id": 7, "speaker": "A", "text": "Last week aku per satu show kat KL. Open mic pun ada, mana tau nampak bakat baru.", "features": {"interjection": false, "colloquial": ["kat", "pun", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tau", "kat", "pun"], "stage1_colloquial": ["kat", "pun", "tau"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi kau tahu tak, bahaya juga gila tu kalau kitaorang pergi.", "features": {"interjection": false, "colloquial": ["tahu", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Kenapa bahaya?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Nanti comedian tu roast kau! Citer pasal baju kau, muka kau, semua kena tembak.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Iya ye, dia cari mangsa dalam audience tu. Kalau kau duduk depan-depan, mampus lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Tapi best sebab spontaneous. Takde script. Whatever terkeluar dari mulut, that's the comedy.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Ya ke...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Kalau kau stress kepenatan kerja, pergi je. Melepaskan tension.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Kau coba la sekali. Aku ajak.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["la"]}, {"turn_id": 20, "speaker": "B", "text": "Apa kata kita tengok line-up dulu? Siapa yang perform.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Boleh. Nanti aku send details. Confirm worth it!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Okay, bagus tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 23, "speaker": "A", "text": "Nanti jangan lupa bring your sense of humor eh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Haa, ada la tu.", "features": {"interjection": false, "colloquial": ["haa", "la", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["haa", "la", "tu"]}, {"turn_id": 25, "speaker": "A", "text": "Siap, deal?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Deal.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:05:41.109932Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_2a4212
casual
{ "keywords": [ "dental", "checkup", "kat" ], "primary": "dental", "secondary": "dental checkup kat Penang" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, semalam gi check gigi kat Penang sana camner?", "features": {"interjection": true, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["kat"]}, {"turn_id": 2, "speaker": "B", "text": "Oh, gi klinik tu dekat Gurney kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 4, "speaker": "B", "text": "Best gila wei, doktor tu memang gentle, tak sakit langsung.", "features": {"interjection": false, "colloquial": ["memang", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tak", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Bagus, aku ni takut gila nak gi dentist, trauma time kecik dulu.", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 8, "speaker": "B", "text": "Relaks lah, tapi price dia sikit mahal compared klinik kampung.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 9, "speaker": "A", "text": "Mahal berapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Dalam 80 ringgit gitu la untuk scaling, tapi worth it sebab sangat bersih.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["la"]}, {"turn_id": 11, "speaker": "A", "text": "Okay lah tu, takpelah bayar sikit asalkan tak sakit.", "features": {"interjection": false, "colloquial": ["lah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Exactly.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Parking kat situ senang tak?", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 16, "speaker": "B", "text": "Susah sikit lah, kena round-round cari dalam complex tu, jam gila.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Alamak, penat kan nak drive masuk town.", "features": {"interjection": false, "colloquial": ["kan", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.4}, "stage1_colloquial": ["kan", "nak"]}, {"turn_id": 18, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kalau aku gi, confirm aku naik Rapid Penang je, takyah hal pening parking.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 20, "speaker": "B", "text": "Bagus tu, jimat cos parking.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T02:06:06.829613Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_7d6879
casual
{ "keywords": [ "weverse", "Malaysia", "kat" ], "primary": "weverse", "secondary": "weverse Malaysia kat Selangor" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah check pasal tu Weverse Festival Malaysia kat Selangor tu?", "features": {"interjection": true, "colloquial": ["dah", "kat", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "pasal", "dah"], "stage1_colloquial": ["dah", "kat", "pasal", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Weverse tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Ha. The one kat The Star City, Shah Alam tu. K-pop punya event.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kau tak interest langsung ke? Ramai gila orang dok hype up kat Twitter.", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku thinking of pergi. Tapi... kau taula situation sekarang.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Problem duit ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Bukan duit je. Tu tiket mahal gila, okay? Belum tambah travel... parking... makan.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Pastu kau kena beli merchandise. Kalau tak beli, rasa macam rugi je pergi.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi yang paling menggila tu... traffic kat Selangor tu. Shah Alam... pagi buta dah jam.", "features": {"interjection": false, "colloquial": ["dah", "kat", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Kau bayangkan aku drive dari KL, jam dua jam, sebab satu K-Eco Festival tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Worth ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Aku pun tak tau. Kau tahu kan, aku memang super fan HYBE tu. Tapi... bila dengar lokasi dia...", "features": {"interjection": false, "colloquial": ["kan", "memang", "pun", "tahu", "tak", "tau", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "tau", "tahu", "pun", "memang"], "stage1_colloquial": ["kan", "memang", "pun", "tahu", "tak", "tau", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Serious. Boleh wat orang demotivated. Aku dok refresh Weverse page tu every five minutes.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Dalam hati dok berperang. 'Ahmad, pergi lah, ni chance sekali dalam seumur hidup'. Pastu... suara kedua kata, 'Wei, simpan duit tu untuk deposit rumah'.", "features": {"interjection": false, "colloquial": ["lah", "ni", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah"], "stage1_colloquial": ["lah", "ni", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Kau rasa aku selfish ke? Kalau aku gi spend duit beribu-ribu untuk concert?", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Tak.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 25, "speaker": "A", "text": "Tak? Kau fikir... aku dah dewasa, patutnya fikir masa depan, bukannya fangirling kat Shah Alam.", "features": {"interjection": false, "colloquial": ["dah", "kat", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kat", "dah"], "stage1_colloquial": ["dah", "kat", "tak"]}, {"turn_id": 26, "speaker": "B", "text": "Oh, please.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Please apa? Kau cakap je senang.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 28, "speaker": "B", "text": "Listen, Ahmad.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": true, "interruption": true, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "B", "text": "Kau kerja keras semua ni. Kau jaga spending makan minum kau. Kalau kau nak happy, pergi je.", "features": {"interjection": false, "colloquial": ["je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.6}, "stage1_colloquial": ["je", "nak", "ni"]}, {"turn_id": 31, "speaker": "A", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 32, "speaker": "B", "text": "Ha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Tapi Selangor... jauh gila weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 34, "speaker": "B", "text": "Grab je. Atau join group van.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 35, "speaker": "A", "text": "Van tu lagi mahal!", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 36, "speaker": "B", "text": "Alah, nanti ada jalan. Kalau niat kau nak jumpa idol tu, memang kau akan cari cara.", "features": {"interjection": false, "colloquial": ["memang", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "nak", "tu"]}, {"turn_id": 37, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 38, "speaker": "B", "text": "Jangan bagi guilty feeling kalah. Weverse Malaysia ni... maybe memang 'destiny' untuk kau lepaskan stress.", "features": {"interjection": false, "colloquial": ["memang", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "ni"]}, {"turn_id": 39, "speaker": "A", "text": "Destiny? Kau macam paham sangat.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 40, "speaker": "B", "text": "Aku paham kau. Time makan tadi aku nampak kau dok stare blank kat phone.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 41, "speaker": "A", "text": "Haa. Teruk kan?", "features": {"interjection": false, "colloquial": ["haa", "kan"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan"], "stage1_colloquial": ["haa", "kan"]}, {"turn_id": 42, "speaker": "B", "text": "Ok, jom settle ni. Kau beli tiket, aku tolong cari transpot murah.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 43, "speaker": "A", "text": "Seriously? Kau tolong aku?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 44, "speaker": "B", "text": "Ha. Janji jangan menangis bila nampak idol tu nanti. Malu aku.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 45, "speaker": "A", "text": "Ha ha. Tak pe. Asalkan kita sampai selamat kat Selangor tu.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}]
{"generated_at": "2026-01-26T02:07:17.621890Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 45, "estimated_duration_seconds": 225, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 17, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
45
malay_conv_227caf
casual
{ "keywords": [ "marriage", "pressure" ], "primary": "marriage", "secondary": "marriage pressure" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, kau okay? Nampak macam tensen gila hari ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Don't ask lah. Headache gila bila fikir pasal weekend ni.", "features": {"interjection": false, "colloquial": ["lah", "ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "pasal"], "stage1_colloquial": ["lah", "ni", "pasal"]}, {"turn_id": 3, "speaker": "A", "text": "Kenapa? Ada wedding ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Bukan. Mak aku arrange session matchmaking.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "I tell you, she panic attack tau sebab I dah 28 tapi still single.", "features": {"interjection": false, "colloquial": ["dah", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tau", "dah"], "stage1_colloquial": ["dah", "tau"]}, {"turn_id": 7, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 8, "speaker": "B", "text": "Last time dia cakap 'fokus kerja dulu', now dia tanya bila nak bagi cucu.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 9, "speaker": "A", "text": "Classic mak-mak lah tu. Pressure tak kira tempat.", "features": {"interjection": false, "colloquial": ["lah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Ish, dulu time study diekecikkan hal ni. Sekarang macam nak gila.", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 11, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Esok kena pakai baju lawa-lawa pergi minum teh dengan stranger pulak tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 13, "speaker": "A", "text": "Relax lah. Mana tau tu ada jodoh, 'kan?", "features": {"interjection": false, "colloquial": ["kan", "lah", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "lah", "tau"], "stage1_colloquial": ["kan", "lah", "tau", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Haaa, tu pasal aku tak mau. Malas nak jawab soalan-soalan survey.", "features": {"interjection": false, "colloquial": ["nak", "pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["nak", "pasal", "tak", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "B", "text": "Auntie kat office tu lagi teruk. Tanya 'bila nak masuk dapur?' every hari.", "features": {"interjection": false, "colloquial": ["kat", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "nak", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Gila lah. Tak ada kerja lain ke?", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Rasa-rasanya aku nak ponteng esok. Tak larat nak layan.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Jangan bagi muka je. Pastu kata busy OT.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 20, "speaker": "B", "text": "Idea tu not bad jugak. Bagi alasan ada meeting dengan client.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Ya tu, kan? Kalau ikut hati, biar je dia simpan duit tu untuk holiday.", "features": {"interjection": false, "colloquial": ["je", "kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "je", "je"], "stage1_colloquial": ["je", "kan", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Kalau aku jadi kau, aku cakap terus 'boyfriend dia tak bagi'.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 24, "speaker": "B", "text": "Haha, kau memang gila. Nanti mak aku pengsan dengar.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 25, "speaker": "A", "text": "At least settle masalah untuk seketika.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Haish, nasib lah aku ni. Marriage pressure is real tau.", "features": {"interjection": false, "colloquial": ["lah", "ni", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "tau"], "stage1_colloquial": ["lah", "ni", "tau"]}, {"turn_id": 27, "speaker": "A", "text": "Chill, Siti. Everything will be okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Harus lah. Nak order bubble tea ke? Nak relieve stress sikit.", "features": {"interjection": false, "colloquial": ["lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["lah", "nak"]}, {"turn_id": 29, "speaker": "A", "text": "Boleh lah. Jom, treat kau.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T02:07:57.991500Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 29, "estimated_duration_seconds": 145, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
29
malay_conv_ec4c5c
casual
{ "keywords": [ "crypto", "scam" ], "primary": "crypto", "secondary": "crypto scam" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak pasal kawan aku kena scam crypto baru-baru ni?", "features": {"interjection": true, "colloquial": ["ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Jealah. Dia kena tipu beli Bitcoin, sampai habis duit simpanan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Oh my god.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Yalah. Diorang bagi 'guaranteed return' 20% sebulan, tapi sekali dia masuk duit, account dia terus frozen.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Tu dia. Modus operandi macam tu lah sekarang, sangat licik.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Aku dah cakap kat dia tu 'tak logik lah ROI tinggi sangat', tapi dia degil nak invest, kata orang lain dapat.", "features": {"interjection": false, "colloquial": ["dah", "kat", "lah", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "lah", "nak", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Lepas tu dia 'panic' bila tak withdraw, baru nak report polis.", "features": {"interjection": false, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Memang 'risk' gila lah kalau ikut 'telegram group' macam tu, kena jaga sikit mata.", "features": {"interjection": false, "colloquial": ["lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kalau 'too good to be true', mesti fake tu, jangan tamak haloba.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Boring lah kalau ada orang kena tengok-tengok macam ni, memang kesian.", "features": {"interjection": false, "colloquial": ["lah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "ni"]}]
{"generated_at": "2026-01-26T02:06:54.129860Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 17, "estimated_duration_seconds": 85, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
17
malay_conv_14783c
casual
{ "keywords": [ "reality", "show", "Malaysia" ], "primary": "reality", "secondary": "reality show Malaysia time puasa" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah start tengok season baru tu reality show masak masa puasa kan?", "features": {"interjection": true, "colloquial": ["dah", "kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "dah"], "stage1_colloquial": ["dah", "kan", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa? Lagi la! Malam tadi episode satu.", "features": {"interjection": false, "colloquial": ["haa", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["la"], "stage1_colloquial": ["haa", "la"]}, {"turn_id": 3, "speaker": "A", "text": "Power ke? Aku tengok trailer tu nampak gila la drama dia.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Serious best gila! Tu contestant pakai tudung labuh tu, drama queen betul.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 5, "speaker": "A", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Yeah, dia nangis sebab bawang terlebih besar best gila bab tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Alamak, pure entertainment lah tu. Worth it lah tengok time berbuka nanti.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "amused", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi best kan, setup dia kat bazaar Ramadhan tu. Vibe dia puasa sungguh.", "features": {"interjection": false, "colloquial": ["kan", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "kat"], "stage1_colloquial": ["kan", "kat", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Ya, rasa lapas je tengok diorang goreng ayam tu.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Haha, aku pun! Nak cepat berbuka.", "features": {"interjection": false, "colloquial": ["nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["pun"], "stage1_colloquial": ["nak", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Oh, yang judge tu si Chef Wan lagi ke?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 13, "speaker": "A", "text": "Bukan lah, kali ni ada menteri pun masuk jadi judge special.", "features": {"interjection": false, "colloquial": ["lah", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "pun"], "stage1_colloquial": ["lah", "ni", "pun"]}, {"turn_id": 14, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Yalah! Campaign time election katakan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Hish, politik sampai ke dalam masak-masak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 18, "speaker": "B", "text": "Tapi aku tengok sebab tengok kerja diorang je, tak fokus judge.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Bijak lah kau. Streaming kat mana?", "features": {"interjection": false, "colloquial": ["kat", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "kat"], "stage1_colloquial": ["kat", "lah"]}, {"turn_id": 20, "speaker": "B", "text": "Tonton je. Live setiap malam pukul lapan.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 21, "speaker": "A", "text": "Okay, nanti aku lepaking depan TV tu kejap.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 22, "speaker": "B", "text": "Haa, bagus tu. Jom malam kita buat live commentary dalam WhatsApp.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Setuju!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:08:19.754167Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 14, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_298ffe
casual
{ "keywords": [ "promotion", "criteria" ], "primary": "promotion", "secondary": "promotion criteria" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, kau dengar tak pasal criteria promotion tahun ni?", "features": {"interjection": false, "colloquial": ["ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Dengar sikit, tapi confirm ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Rumour cakap kene 'showcase' result dulu baru boleh apply.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Ya, boss aku bagitahu tadi kat pantry. KPI mesti 'exceed' plus ada leadership project.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["kat"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Susah gila kan nak 'exceed' kalau project tak masuk lagi.", "features": {"interjection": false, "colloquial": ["kan", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["kan", "nak", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Aku pening kepala dah fikir nak 'justify' performance aku.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Masaalahnya, team sendiri pun understaffed, nak buat project macam mana?", "features": {"interjection": false, "colloquial": ["nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["pun"], "stage1_colloquial": ["nak", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Haiya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Kau macam mana? Department kau takde hal ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Ada jugak, tapi manager aku 'chill' sikit. Dia kata focus 'deliverable' dulu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Bestnya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Tapi aku rasa tahun ni kita kena 'work smart', bukan 'work hard' je.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 17, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Kalau tak, siap 'burnout' orang tengah jalan, promotion pun tak datang.", "features": {"interjection": false, "colloquial": ["pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "bored", "intensity": 0.4}, "stage1_colloquial": ["pun", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Haha, betul tu. Worth it lah kalau ada increment.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Ok lah, jom lunch. Nak rehat otak kejap dari memikirkan benda ni.", "features": {"interjection": false, "colloquial": ["lah", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah", "nak", "ni"]}, {"turn_id": 22, "speaker": "B", "text": "Jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:08:32.794806Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 4, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_939a4c
casual
{ "keywords": [ "bank", "charges" ], "primary": "bank", "secondary": "bank charges" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, hari ni aku check bank statement, geram gila tau.", "features": {"interjection": true, "colloquial": ["ni", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "tau"], "stage1_colloquial": ["ni", "tau"]}, {"turn_id": 2, "speaker": "B", "text": "Kenapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Bank aku charge ni admin fee seringgit macam tu, lagi pula service tax naik.", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Rasa cam tak patut je, aku pun tak banyak sangat transaction dalam sebulan.", "features": {"interjection": false, "colloquial": ["je", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "pun", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Ish, memang menyakitkan hati.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 7, "speaker": "A", "text": "Yang paling best, duit dalam account tu tak generate interest pun.", "features": {"interjection": false, "colloquial": ["pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["pun", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Kau pun kena kan sama macam ni?", "features": {"interjection": false, "colloquial": ["kan", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "pun"], "stage1_colloquial": ["kan", "ni", "pun"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "B", "text": "Last month aku kena charge je karena balance tak cukup lima puluh.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 12, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "surprise", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Walahau, bank ni sibuk cari makan je dari customer.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 14, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "B", "text": "Nasib baik sekarang kita boleh pakai digital wallet, kadang ada cashback.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Bagus tu idea, tapi boss aku suka bayar bank in je.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Ya ampun.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kita kena la complaint dalam app tu, siapa tau dia waive.", "features": {"interjection": false, "colloquial": ["la", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "tau"], "stage1_colloquial": ["la", "tau", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Boleh try.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Ok lah nanti aku contact CS, harap-harap duit tu refund balik.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}]
{"generated_at": "2026-01-26T02:09:09.578367Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_db25e1
casual
{ "keywords": [ "sakit", "demam" ], "primary": "sakit", "secondary": "sakit demam" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, kau nampak tak nampak? Macam tak bertenaga je minggu ni.", "features": {"interjection": true, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious badan aku rasa panas gila, tengah 'vibe' demam ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 4, "speaker": "B", "text": "Oh tak baik tu.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Semalam baru balik gathering, esok pagi terus kena. Headache dia macam hammer pala.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Dah check pakai thermometer, 38.9\u00b0C. Gila kan?", "features": {"interjection": false, "colloquial": ["dah", "kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["kan", "dah"], "stage1_colloquial": ["dah", "kan"]}, {"turn_id": 8, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Aku terus telan Panadol Actifast dua biji terus tido on the spot.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Dalam office tadi boss nampak aku mengantuk, dia tanya kau okay ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Aku cakap je maybe weather tak tentu pasal hujan panas ni.", "features": {"interjection": false, "colloquial": ["je", "ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal", "je", "je"], "stage1_colloquial": ["je", "ni", "pasal", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Betul tu, cuca lately memang 'crazy'.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Kau? Ada apa-apa tak?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 16, "speaker": "B", "text": "Lega sikit, tapi throat rasa gatal je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 17, "speaker": "A", "text": "Aduhai, careful ni. Virus spread 'gila babi'.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "warning", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Better kau minum air suam banyak-banyak. Vitamin C tambah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Aku malas nak jalan-jalan malam ni. Nak lepak bantal je.", "features": {"interjection": false, "colloquial": ["je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "nak", "ni"]}, {"turn_id": 22, "speaker": "B", "text": "Rest is the best lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 23, "speaker": "A", "text": "Esok kalau masih demam, memang aku MC je.", "features": {"interjection": false, "colloquial": ["je", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["je", "memang", "je"], "stage1_colloquial": ["je", "memang"]}, {"turn_id": 24, "speaker": "B", "text": "Ya, jangan force badan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:10:10.261978Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_f11107
casual
{ "keywords": [ "vaccination", "masa", "Raya" ], "primary": "vaccination", "secondary": "vaccination masa Raya" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, dah settle appointment vaksin ke tak untuk bulan ni?", "features": {"interjection": true, "colloquial": ["dah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "dah"], "stage1_colloquial": ["dah", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Baru je tadi morning dapat slot, tapi tanggal macam sikit la.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 3, "speaker": "A", "text": "Mm?", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 4, "speaker": "B", "text": "Dah dekat Raya ni, risau la kalau kena side effects masa nak balik kampung.", "features": {"interjection": false, "colloquial": ["dah", "la", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah"], "stage1_colloquial": ["dah", "la", "nak", "ni"]}, {"turn_id": 5, "speaker": "A", "text": "Haa, betul tu pun. Kau dapat tanggal berapa?", "features": {"interjection": false, "colloquial": ["haa", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["haa", "pun", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Dua hari sebelum Raya. Tak best lah, kang tak lepas nak rendang mak dia.", "features": {"interjection": false, "colloquial": ["lah", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["lah", "nak", "tak"]}, {"turn_id": 7, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Ya la, tu pasal aku mengade ni nak tukar kalau boleh.", "features": {"interjection": false, "colloquial": ["la", "nak", "ni", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "la", "pasal"], "stage1_colloquial": ["la", "nak", "ni", "pasal", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Aku suggest kau try tengok malam-malam, selalunya orang cancel tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Kau tak nak awal sikit? At least seminggu sebelum cuti.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Nak la, tapi system tu error gila weh.", "features": {"interjection": false, "colloquial": ["la", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "nak", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Lagipun MySejahtera tu loading slow, buang masa saja.", "features": {"interjection": false, "colloquial": ["saja", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "saja"], "stage1_colloquial": ["saja", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Patutlah, aku dengar kawan aku pun complain pasal server down.", "features": {"interjection": false, "colloquial": ["pasal", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["pasal", "pun"], "stage1_colloquial": ["pasal", "pun"]}, {"turn_id": 16, "speaker": "B", "text": "Haa, tu dia. Risau juga sebenarnya.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Kalau tak dapat tukar, just relax je la. Minum air banyak.", "features": {"interjection": false, "colloquial": ["je", "la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Harap-harap tak demam panas teruk sangat kang nak open house.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Ala, nanti kau okay je. Positive thinking!", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 20, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Lagipun, dah vaksin senang sikit nak jalan-jalan nanti.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 22, "speaker": "B", "text": "Betul tu, tak yah la rasa guilty sangat nak ziarah sanak saudara.", "features": {"interjection": false, "colloquial": ["la", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "nak", "tak", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Lepas ni boleh lah kita 'lepaking' raya puas-puas.", "features": {"interjection": true, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 24, "speaker": "B", "text": "Best gila tu! Aku nak cari makan laksa kat Kedah nanti.", "features": {"interjection": false, "colloquial": ["kat", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "nak", "tu"]}]
{"generated_at": "2026-01-26T02:11:11.710394Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 14, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_ee78ab
casual
{ "keywords": [ "marathon", "training" ], "primary": "marathon", "secondary": "marathon training" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh kau nampak tak saya update Strava pagi tadi? Run 10km gila babi.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": ["tak"]}, {"turn_id": 2, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 3, "speaker": "A", "text": "Macam mana 'mm' je? Pace saya improve okay! Dari 7 minit jadi 6:30 je per km.", "features": {"interjection": false, "colloquial": ["je", "mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": ["je", "mm"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak, serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Yeahla. Tapi kaki ni memang 'cramp' badan dah ni. Training Sibu marathon ni makan korban.", "features": {"interjection": false, "colloquial": ["dah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "dah", "memang"], "stage1_colloquial": ["dah", "memang", "ni"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Lagi pun sekarang ni panas gila kan, kadang-kadang rasa nak give up tengah jalan tu.", "features": {"interjection": false, "colloquial": ["kan", "nak", "ni", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "pun"], "stage1_colloquial": ["kan", "nak", "ni", "pun", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Kau tak plan nak join ke apa? Boleh 'lepaking' satu club.", "features": {"interjection": true, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Tak dapat lah saya. Malas nak berpeluh-peluh.", "features": {"interjection": false, "colloquial": ["lah", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.3}, "stage1_colloquial": ["lah", "nak", "tak"]}, {"turn_id": 11, "speaker": "A", "text": "Hish, jom lah sikit. Least lari 5K je, jalan pun 'okay' apa.", "features": {"interjection": false, "colloquial": ["je", "lah", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "pun", "je"], "stage1_colloquial": ["je", "lah", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Nanti saya pikir lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["lah"]}, {"turn_id": 13, "speaker": "A", "text": "Esok saya ada long run, 21km. Kalau kau free, datang lah 'support' bawa air.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 14, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Atau maybe kita 'brunch' lepas tu. I promise I belanja 'teh tarik' kaw.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Haa! Ok lah tu.", "features": {"interjection": false, "colloquial": ["haa", "lah", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["haa", "lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Tapi bawak 'cooling spray' ah, nanti saya collapse tak siapa tahu.", "features": {"interjection": false, "colloquial": ["tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Jangan lupa ah, pukul 7 pagi kat taman tu.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Ok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:11:32.113832Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_4290d8
casual
{ "keywords": [ "package", "change", "inquiry" ], "primary": "package", "secondary": "package change inquiry" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Siti, kau tengok tak bill WiFi kita bulan ni?", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Naik gila. Hampir (san bai kuai) dah sekarang.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "chinese_chars_removed": 3, "stage1_colloquial": ["dah"]}, {"turn_id": 4, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Aku check tadi, promo habis dah. So automatically upgrade package kita yang mahal tu.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Jadi aku fikir... maybe kita tukar package je. Downgrade balik.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 8, "speaker": "B", "text": "Downgrade? Nanti slow lah Ahmad.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 9, "speaker": "A", "text": "Tak lah. Kita guna internet untuk tengok Netflix je. Tak main game pun.", "features": {"interjection": false, "colloquial": ["je", "lah", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "pun", "je"], "stage1_colloquial": ["je", "lah", "pun", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Tapi kau selalu complain kan kalau buffering tu...", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Sebab tu aku tanya. Kau bagi green light, aku call customer service tukar.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 14, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Aku dah check kat website dia. Ada package baru, 'Surf More', murah sikit.", "features": {"interjection": false, "colloquial": ["dah", "kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["dah", "kat"]}, {"turn_id": 16, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Ya. Save lebih kurang (wu shi kuai) sebulan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "chinese_chars_removed": 3, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Tapi... ada la catch sikit.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.3}, "stage1_colloquial": ["la"]}, {"turn_id": 20, "speaker": "B", "text": "Apa lagi?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Contract kena extend lagi dua tahun.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Haa? Dua tahun?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["haa"]}, {"turn_id": 23, "speaker": "A", "text": "I know... lama kan. Tapi kalau kita tak tukar, mahal gila bulan-bulan.", "features": {"interjection": false, "colloquial": ["kan", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["kan", "tak"]}, {"turn_id": 24, "speaker": "B", "text": "Ala, penat tengok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Masaalah dia sekarang, kita tengah kira-kira for wedding budget tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 26, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Fifty ringgit tu, setahun tu... enam ratus ringgit.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 28, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 29, "speaker": "A", "text": "Duit tu boleh beli hantaran dah sikit. Orang kata, sikit-sikit, lama-lama jadi bukit.", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 30, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 31, "speaker": "A", "text": "Kau rasa macam mana? Kalau kau tak setuju, kita just terminate dan cari provider lain.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 32, "speaker": "B", "text": "Terminate? Susah tu. Tarik line kena bayar penalty.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 33, "speaker": "A", "text": "Tu lah lagi. Complicated gila benda ni.", "features": {"interjection": false, "colloquial": ["lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah"], "stage1_colloquial": ["lah", "ni", "tu"]}, {"turn_id": 34, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "resigned", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": "Siti, pendapat kau? Jujur je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 36, "speaker": "B", "text": "Aku... aku okay je tukar.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 37, "speaker": "A", "text": "Seriously? Kau sure?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 38, "speaker": "B", "text": "Ha. Janji speed dia okay. Kalau tak, aku yang marah.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "determined", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 39, "speaker": "A", "text": "Promise. I checked the reviews, not bad pun.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["pun"]}, {"turn_id": 40, "speaker": "B", "text": "Fine lah. Bagitahu aku bila dah tukar.", "features": {"interjection": false, "colloquial": ["dah", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah"]}, {"turn_id": 41, "speaker": "A", "text": "Bagus. Terima kasih sayang. Kurang sikit beban.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 42, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T02:12:35.842972Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 42, "estimated_duration_seconds": 210, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
42
malay_conv_7d7d4b
casual
{ "keywords": [ "boss", "yang", "demanding" ], "primary": "boss", "secondary": "boss yang demanding" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nampak tak boss tadi? Meeting tu memang la tension gila.", "features": {"interjection": true, "colloquial": ["la", "memang", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "memang"], "stage1_colloquial": ["la", "memang", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Nampak. Muka dia serious sangat.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Alah, bukan serious saja tu. Dia demand report habis-habisan by 5 PM, tapi info dia bagi tak complete!", "features": {"interjection": false, "colloquial": ["saja", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["tu", "saja"], "stage1_colloquial": ["saja", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Ha tu! Aku rasa nak pengsan saja buat tu. Mental stress gila weh.", "features": {"interjection": false, "colloquial": ["nak", "saja", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "saja"], "stage1_colloquial": ["nak", "saja", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Semalam dia suruh amend slide sampai pukul 10 malam. Wah, really toxic lor.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Gila ah. Tak bayar overtime pun kan?", "features": {"interjection": false, "colloquial": ["kan", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": ["kan", "pun", "tak"]}, {"turn_id": 9, "speaker": "A", "text": "Memang tak. Cakap saja team building, tapi vibe dia autocratic gila.", "features": {"interjection": false, "colloquial": ["memang", "saja", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang", "saja"], "stage1_colloquial": ["memang", "saja", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Tadi dia marah lagi sebab email aku reply slow. Lembab ke aku? Dia expect kita reply dalam 5 minit ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.9}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Ya lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Kadang-kadang aku terfikir nak je resign, tapi loan kereta... haihh.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Sakit kepala otak mikirkan dia ni. Best kalau boleh lepaking je kat rumah.", "features": {"interjection": true, "colloquial": ["je", "kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "kat", "ni"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Patut kita ajak dia lepak mamak sekali, baru dia tahu life.", "features": {"interjection": false, "colloquial": ["tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu"]}, {"turn_id": 18, "speaker": "B", "text": "Haha, bagus tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "A", "text": "Alaa, ni semua talk je. Nanti esok dia scold lagi.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.6}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Ok lah, jom pergi minum teh tarik kejap. Tak larat nak pikir pasal dia ni.", "features": {"interjection": true, "colloquial": ["lah", "nak", "ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "pasal"], "stage1_colloquial": ["lah", "nak", "ni", "pasal", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "On.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:13:01.256863Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_212919
casual
{ "keywords": [ "asam", "pedas", "melaka" ], "primary": "asam", "secondary": "asam pedas melaka kat Penang" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau pergi try Asam Pedas Melaka kat Batu Lanchang tu lagi ke?", "features": {"interjection": true, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Last week aku pergi. Okay gila... tapi bila makan tu rasa macam something off.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 4, "speaker": "B", "text": "Off macam mana?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kau tahu lah, Asam Pedas Melaka kan standard dia pedas masam manis tu... tapi kat sini, ikan dia fresh, tapi kuah dia rasa macam... campur dengan Penang laksa? Macam serba sikit.", "features": {"interjection": false, "colloquial": ["kan", "kat", "lah", "tahu", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "lah", "tahu", "kat"], "stage1_colloquial": ["kan", "kat", "lah", "tahu", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku tak kata tak sedap. Sedap. Tapi nama dia 'Melaka' kan, expectation kita lain. Orang Penang ni kalau masak Asam Pedas, dia adjust selera mereka.", "features": {"interjection": false, "colloquial": ["kan", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "kan"], "stage1_colloquial": ["kan", "ni", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Bila aku bagi review kat WhatsApp group family kita tu, mak aku marah.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Kenapa pulak?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Dia kata aku sombong. 'Kat kampung kita dulu, apa ada Asam Pedas? Kau dah lupa ke?'", "features": {"interjection": false, "colloquial": ["dah", "kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": ["dah", "kat"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Dia ingat aku kutuk masakan kampung. Padahal aku cuma cakap pasal authenticity bawang merah status.", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 14, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Aku rasa bersalah gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Sebab dulu masa kita susah, mak masak je apa ada. Kadang ikan kering pun jadi. Tak ada label 'Melaka' ke 'Penang' ke.", "features": {"interjection": false, "colloquial": ["je", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.9}, "stage1_colloquial": ["je", "pun", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Aku cakap 'tak authentic' tu macam... menghina masa dia berkorban untuk bagi kita makan sedap.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Ni mak ai pulak dia yang start dulu cakap Asam Pedas warisan. Bila ikut standard dia dia pulak yang marah.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 22, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Ya! She said 'bila you ada duit sikit, you jadilah food critic'.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Ouch.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Tapi... bila aku fikir balik, maybe dia bukan marah pasal makanan. Dia marah sebab rasa aku dah lupa asal usul.", "features": {"interjection": false, "colloquial": ["dah", "pasal"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "understanding", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["pasal", "dah"], "stage1_colloquial": ["dah", "pasal"]}, {"turn_id": 26, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 27, "speaker": "A", "text": "Kita dah lama tak balik kampung kan? Raya lepas pun sekejap je.", "features": {"interjection": false, "colloquial": ["dah", "je", "kan", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan", "je", "dah", "pun", "je"], "stage1_colloquial": ["dah", "je", "kan", "pun", "tak"]}, {"turn_id": 28, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Mak aku mungkin rasa kita dah 'kebablasan' dengan city life ni sampai tak hargai masakan simple.", "features": {"interjection": false, "colloquial": ["dah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "dah"], "stage1_colloquial": ["dah", "ni", "tak"]}, {"turn_id": 30, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 31, "speaker": "A", "text": "Esok aku call mak. Nak ajak dia masak Asam Pedas rumah.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": ["nak"]}, {"turn_id": 32, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Bukan nak check dia authentic ke tak. Tapi aku nak rasa... makanan mak sendiri.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.7}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 34, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 35, "speaker": "A", "text": "Siap suruh beli ikan Pari fresh kat pasar tu. Kalau Asam Pedas Melaka kat Penang tu sedap... Asam Pedas Mak kat kampung tu, tak tertanding.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 36, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 37, "speaker": "A", "text": "Tak payah nak sibuk nak cari genuine 'Melaka' taste. Authenticity tu sebenarnya ada kat rumah je.", "features": {"interjection": false, "colloquial": ["je", "kat", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nak", "tak", "tu"]}, {"turn_id": 38, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 39, "speaker": "A", "text": "Best gila idea aku ni kan? Call dia sekarang.", "features": {"interjection": false, "colloquial": ["kan", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": ["kan", "ni"]}]
{"generated_at": "2026-01-26T02:13:06.363772Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 39, "estimated_duration_seconds": 195, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 13, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
39
malay_conv_f8b2a3
casual
{ "keywords": [ "kata", "ganti", "nama" ], "primary": "kata", "secondary": "kata ganti nama diri kat KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau perasan tak, sejak kita datang KL ni, orang sebut nama kita lain je?", "features": {"interjection": true, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Maksud aku... kat kampung dulu, 'Siti' je. Tapi kat sini? 'Mrs. Ahmad', 'Puan', atau... kau tau lah, gelaran-gelangan office tu.", "features": {"interjection": false, "colloquial": ["je", "kat", "lah", "tau", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "tau", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "lah", "tau", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh. Tu ye.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 5, "speaker": "A", "text": "Last meeting tu, boss aku panggil aku 'Mat'. Aku rasa... weird sikit. I mean, Ahmad tu nama sebenar, kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Rasa macam identity kita hilang kecil-kecilan. Orang tak nampak kita as who we are, they see us based on... function kita.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 8, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Kau tak pernah rasa camner? Bila orang panggil 'Encik' atau 'Madam' kat kau tu, cam... sejuk gila.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Rasa. Kadang-kadang aku lupa nama aku sendiri.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Ha! Kan. Seriusly.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["kan"]}, {"turn_id": 12, "speaker": "B", "text": "Tapi...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Maybe... sebab kita dah bukan budak-budak lagi, Ahmad.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["dah"]}, {"turn_id": 15, "speaker": "A", "text": "Maksud kau?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Kat KL ni, everybody is racing. Nak jadi somebody. Title tu... macam proof lah kita survive.", "features": {"interjection": false, "colloquial": ["kat", "lah", "nak", "ni", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "understanding", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "nak", "ni", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Haah...", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Bila orang panggil 'Mat' tu, bukan mereka tak respect nama kau. Tapi mereka tengah busy, mereka nak efficient. Short and sweet.", "features": {"interjection": false, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Efficient ke? Atau depa nak depa je?", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 20, "speaker": "B", "text": "Kedua-duanya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Aku tak suka. Aku rasa... lepak kat mamak pun, waiter panggil 'Abang'. Sekurang-kurangnya tu genuine. Kat office? 'Hey you', 'Oi', atau nama tengah je.", "features": {"interjection": false, "colloquial": ["je", "kat", "pun", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "pun", "je"], "stage1_colloquial": ["je", "kat", "pun", "tak", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Aku nak balik kampung je. Teringin nak dengar Mak panggil 'Ahmad' panjang-panjang.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 24, "speaker": "B", "text": "...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Aku rasa aku lost, Siti. Seriously lost in translation.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Ahmad.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": true, "interruption": true, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "determined", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Ahmad. Kau masih Ahmad. Kat sini atau kat sana, tak kisah lah orang nak panggil kau 'Mat', 'Encik', atau 'Boss'.", "features": {"interjection": false, "colloquial": ["kat", "lah", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "kat"], "stage1_colloquial": ["kat", "lah", "nak", "tak"]}, {"turn_id": 29, "speaker": "A", "text": "...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "B", "text": "Asalkan kau tahu siapa kau. Tu yang penting.", "features": {"interjection": false, "colloquial": ["tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tu"]}, {"turn_id": 31, "speaker": "A", "text": "Kau rasa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 32, "speaker": "B", "text": "Yalah. Kalau orang nak panggil 'Siti', aku jawab. Kalau 'Puan', aku jawab. It's just a label, bro.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 33, "speaker": "A", "text": "Haa... label kan.", "features": {"interjection": false, "colloquial": ["haa", "kan"], "backchannel": true, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan"], "stage1_colloquial": ["haa", "kan"]}, {"turn_id": 34, "speaker": "B", "text": "Jangan lah tensen sangat pasal label orang lain. Nanti sakit kepala.", "features": {"interjection": false, "colloquial": ["lah", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "understanding", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "pasal"], "stage1_colloquial": ["lah", "pasal"]}, {"turn_id": 35, "speaker": "A", "text": "Betul tu. Aku overthinking kot.", "features": {"interjection": false, "colloquial": ["kot", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["kot", "tu"]}, {"turn_id": 36, "speaker": "B", "text": "Sikit je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["je"]}, {"turn_id": 37, "speaker": "A", "text": "Okay, fine. Next meeting boss panggil 'Mat', aku just angguk je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "determined", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 38, "speaker": "B", "text": "That's the spirit. Professional, kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 39, "speaker": "A", "text": "Professional. Right. Jom pergi makan, Siti. Lapar gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 40, "speaker": "B", "text": "Jom. Nak mamak.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 41, "speaker": "A", "text": "Sana orang panggil kita 'Bang' dan 'Kak'. Best gila vibe dia.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 42, "speaker": "B", "text": "Hehe. Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T02:13:28.491739Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 42, "estimated_duration_seconds": 210, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 15, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
42
malay_conv_dce2d1
casual
{ "keywords": [ "account", "suspension", "issue" ], "primary": "account", "secondary": "account suspension issue" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tengok DM tak tadi? Account Shopee aku suspend tiba-tiba la.", "features": {"interjection": true, "colloquial": ["la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["la", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Seriously! Aku tengah nak checkout sale 9.9 tu, terus error. Cey bad luck gila.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak. Ada email notification apa tak?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 5, "speaker": "A", "text": "Ada la. Dia cakap suspicious activity dalam account aku. Rasa macam hacker kot.", "features": {"interjection": false, "colloquial": ["kot", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["la"], "stage1_colloquial": ["kot", "la"]}, {"turn_id": 6, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Kau ingat sebab semalam aku log in from VPN ke? Aku tengah remote keje tadi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Mungkin. System dia cam auto-lock bila IP address berubah drastik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Rugis wei. Sale tinggal few hours lagi ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 10, "speaker": "B", "text": "Relax, kau try appeal ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Dah. Tapi support line slow gila. Layannya macam kura-kura.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["dah"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Maybe aku tukaq password je, then tunggu 24 jam macam depa cakap.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 14, "speaker": "B", "text": "Betul. Lagipun safe la. Takut later transaction history kena mess up.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["la"]}, {"turn_id": 15, "speaker": "A", "text": "Ish, tension betul lah hari ni. First suspended, then server office down.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 16, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Yalah. Hari tak berkat langsung bro.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 18, "speaker": "B", "text": "Chill lah kau ni. Lepas keje kita lepak mamak, makan pasembor.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 19, "speaker": "A", "text": "Deal. Aku lapar gila ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 20, "speaker": "B", "text": "Ok nanti I pickup kau.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Thanks Siti. Anyway, sale tu tak jadi dah kot.", "features": {"interjection": false, "colloquial": ["dah", "kot", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "kot", "tak", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Tak apa, ada lagi sale 11.11 nanti.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 23, "speaker": "A", "text": "Haa, true juga.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 24, "speaker": "B", "text": "Alright, jom settle keje dulu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:13:46.290800Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 3, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_6d8de4
casual
{ "keywords": [ "visa", "application" ], "primary": "visa", "secondary": "visa application" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau Visa Australia tu dah approve ke belum? Aku tengah tension gila tunggu result.", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Belum lah bro. Status dia masih 'Received' saja.", "features": {"interjection": false, "colloquial": ["lah", "saja"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "saja"], "stage1_colloquial": ["lah", "saja"]}, {"turn_id": 3, "speaker": "A", "text": "Alamak, lama gila kan. Dah berapa hari dah?", "features": {"interjection": false, "colloquial": ["dah", "kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "dah"], "stage1_colloquial": ["dah", "kan"]}, {"turn_id": 4, "speaker": "B", "text": "Dua minggu dah.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["dah"]}, {"turn_id": 5, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Haa. Memang slow betul VFS tu. Aku dah upload semua bank statement, offer letter, sumer clear tapi takde update pon.", "features": {"interjection": false, "colloquial": ["dah", "haa", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah", "memang"], "stage1_colloquial": ["dah", "haa", "memang", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Bank statement kau cukup ke tu? Kadang-kadang mereka ni fussy sikit pasal funds.", "features": {"interjection": false, "colloquial": ["ni", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "pasal"], "stage1_colloquial": ["ni", "pasal", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Cukup lah. Aku just maintain je dua puluh ribu inside.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 9, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Tu yang mengelabah ni, ticket flight dah book, accommodation dah bayar, ni Visa lembab sangat.", "features": {"interjection": false, "colloquial": ["dah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "dah"], "stage1_colloquial": ["dah", "ni", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Takpe lah, maybe next week keluar. Tu kawan aku pun tunggu dua minggu tiga hari baru dapat offer.", "features": {"interjection": false, "colloquial": ["lah", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["lah", "pun", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Kau tengok la email tu selalu. Kadang-kadang kena check spam folder, kadang dia slip masuk sana.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Dah check, habuk pun takde. Aku rasa aku nak call agent tu dah, tanak tension sorang-sorang.", "features": {"interjection": false, "colloquial": ["dah", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah", "pun"], "stage1_colloquial": ["dah", "nak", "pun", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Bagus tu. Kadang agent tu ada connection dalam, senang sikit nak follow up.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 17, "speaker": "A", "text": "Harus-harus lah jadi. Kalau tak, rugi lah dah beribu-ribu beli tiket.", "features": {"interjection": false, "colloquial": ["dah", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Doa banyak-banyak lah. Aku tak sanggup nak process balik, dokumen tu memang pening kepala nak kumpul.", "features": {"interjection": false, "colloquial": ["lah", "memang", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "nak", "tak", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Haha, relax lah bro. Mesti okay je ni. Positive vibes!", "features": {"interjection": false, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Ya Allah, semoga je. Nak pergi sana holiday punya pasal, tension gila babi.", "features": {"interjection": false, "colloquial": ["je", "nak", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["pasal", "je", "je"], "stage1_colloquial": ["je", "nak", "pasal"]}, {"turn_id": 21, "speaker": "A", "text": "Chill lah. Kau tengok netflix ke, divert mind sikit.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T02:14:05.322064Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 16, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_89424f
casual
{ "keywords": [ "contract", "review", "untuk" ], "primary": "contract", "secondary": "contract review untuk business agreement" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah review lagi doc tu lawyer bagi? Aku tengah headache ni baca clause 4.2 tu.", "features": {"interjection": true, "colloquial": ["dah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "dah"], "stage1_colloquial": ["dah", "ni", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Baru nak start, Ahmad. Tadi meeting dengan client lambat sikit.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["nak"]}, {"turn_id": 3, "speaker": "A", "text": "Alamak. Okay, better kau tengok. Dia tulis pasal 'termination for convenience'. Tu scary tau.", "features": {"interjection": false, "colloquial": ["pasal", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "tau", "pasal"], "stage1_colloquial": ["pasal", "tau", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Serius?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Yeah. Bila-bila masa dia boleh terminate bagi 30 days notice. Tanpa sebab.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Aku tahu. Ni dah kita dah invest modal, nak beli server, nak hiring staff... kalau dia terus 'bye bye', kita mampus.", "features": {"interjection": false, "colloquial": ["dah", "nak", "ni", "tahu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "tahu", "dah"], "stage1_colloquial": ["dah", "nak", "ni", "tahu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Jadi aku rasa kita kena strike out tu. At least tambah clause macam... kalau terminate, kena bayar compensation lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Tapi problem nya... lawyer dia tu garang gila. Aku text tanya pasal ni, dia reply one line je.", "features": {"interjection": false, "colloquial": ["je", "ni", "nya", "pasal", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "pasal", "je", "je"], "stage1_colloquial": ["je", "ni", "nya", "pasal", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Dia cakap 'standard practice'. Padahal tak pernah aku dengar vendor kena accept risk macam ni.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kau rasa kita patut push? Kalau kita bagi sangat 'demanding', takut client tu lari pulak.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Ya?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Sebab dia ada supplier lain. Yang dia kata 'cheaper' tu. Aku risau kalau kita jadi 'troublesome', dia pilih yang lain.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Tapi Siti, aku takut kita sign terus ni macam... macam lempar je diri dalam longkang.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.7}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Serious. Kalau project tengah jalan jejak kaki, dia cancel... kita rugi besar. 'Sudah terhantuk baru tengadah' nanti.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 23, "speaker": "A", "text": "Aku bercakap dengan partner firm aku tadi, dia cakap jangan sign apa-apa yang ada 'termination for convenience' ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 24, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 25, "speaker": "A", "text": "Dia kata kalau client memang serious nak guna kita, mereka akan negotiate. Itu 'test' commitment dia kat kita.", "features": {"interjection": false, "colloquial": ["kat", "memang", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat", "memang"], "stage1_colloquial": ["kat", "memang", "nak"]}, {"turn_id": 26, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Tapi pressure ni... gila. Kita ni kecik je. Nak lawan big corp ni memang susah.", "features": {"interjection": false, "colloquial": ["je", "memang", "nak", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "memang", "je"], "stage1_colloquial": ["je", "memang", "nak", "ni"]}, {"turn_id": 28, "speaker": "B", "text": "Faham.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Jadi cadangan aku... esok kita call direct dengan boss dia, bukan lawyer dia.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Bypass lawyer. Explain pasal risik kita. Kalau kita terangkan secara 'business to business', mungkin dia faham.", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 32, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 33, "speaker": "A", "text": "Kau rasa macam tu boleh? Sebab aku rasa lawyer dia ni memang 'gila power' sikit.", "features": {"interjection": false, "colloquial": ["memang", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "memang"], "stage1_colloquial": ["memang", "ni", "tu"]}, {"turn_id": 34, "speaker": "B", "text": "Worth it lah try.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 35, "speaker": "A", "text": "Bagus. Kalau dia kata 'no' jugak, then kita tahu lah pasal 'vibe' dia. Maybe memang tak jodoh nak business.", "features": {"interjection": false, "colloquial": ["lah", "memang", "nak", "pasal", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "tahu", "pasal", "memang"], "stage1_colloquial": ["lah", "memang", "nak", "pasal", "tahu", "tak"]}, {"turn_id": 36, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Jangan sampai 'nasi sudah jadi bubur'. Baik kita stop sekarang dari terus pening kepala.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 38, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 39, "speaker": "A", "text": "Esok aku draft email sikit untuk kita hantar ke boss dia. Kau tengok nanti, lepas tu kita finalize sama-sama.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 40, "speaker": "B", "text": "Okay, Ahmad.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 41, "speaker": "A", "text": "Thanks gila, Siti. Aku memang 'lepaking' fikir pasal ni sorang-sorang. Bila borak dengan kau rasa sikit lega.", "features": {"interjection": false, "colloquial": ["memang", "ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal", "memang"], "stage1_colloquial": ["memang", "ni", "pasal"]}, {"turn_id": 42, "speaker": "B", "text": "Same-same.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:14:18.408151Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 42, "estimated_duration_seconds": 210, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 15, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
42
malay_conv_5610b7
casual
{ "keywords": [ "social", "anxiety" ], "primary": "social", "secondary": "social anxiety" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nampak tak tadi aku bila presenting depan kelas?", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 2, "speaker": "B", "text": "Nampak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Gawat gila weh, tangan aku menggeletar macam nak kena stroke, plus terlupa pulak script.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 4, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Betul lah. I think I kena social anxiety ni, bila ramai orang pandang je blank.", "features": {"interjection": false, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Rasa macam nak lari je keluar bilik tu, tak tahan nervous.", "features": {"interjection": false, "colloquial": ["je", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "nak", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Alah, takdelah teruk mana, orang nampak normal je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 9, "speaker": "A", "text": "Haah, dalam hati dah gempak bumi tapi luar cool, tapi tension dalam badan.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["dah"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Kalau public speaking macam ni, bagaimana nak working nanti?", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.8}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Practice je lah, slow-slow tabur jodoh, nanti biasa.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 13, "speaker": "A", "text": "Susah nak practice bila stage fright datang menyerang tiba-tiba tu.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Last-last aku cabut laju je habis presentation, lecturer pun pelik.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 16, "speaker": "B", "text": "Haha!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Gelak apa, nampak sangat bodoh kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["kan"]}, {"turn_id": 18, "speaker": "B", "text": "Takdelah, vibe dia cukup lah, yang penting deliver message.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["lah"]}, {"turn_id": 19, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 20, "speaker": "B", "text": "Next time try tengok kawan-kawan je, jangan tengok lecturer, maybe kurang sikit anxiety.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["je"]}]
{"generated_at": "2026-01-26T02:14:47.939101Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 4, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_7cb39f
casual
{ "keywords": [ "demam", "panas", "dan" ], "primary": "demam", "secondary": "demam panas dan badan lemah waktu kena price hike" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, badan aku rasa berat je hari ni, macam nak demam pulak.", "features": {"interjection": false, "colloquial": ["je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["je", "nak", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Ha ah, tadi gi keje panas badan gila, tapi sejuk plak dalam office tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 4, "speaker": "B", "text": "Badan letih tu maknanya system kau dropping, ni efek lah kan waktu harga barang naik.", "features": {"interjection": false, "colloquial": ["kan", "lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "ni", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Betul tu, plus stress tengok receipt gi pasar raya semalam, worth it ke benda ni beli?", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Telur naik, ayam naik, minyak pun naik, badan memang tak larat nak absorb pressure ni.", "features": {"interjection": false, "colloquial": ["memang", "nak", "ni", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "pun", "memang"], "stage1_colloquial": ["memang", "nak", "ni", "pun", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Aku rasa kena ganti ubat vitamin sikit lah, takut terjatuh sakit nanti kos lagi mahal.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 10, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Gi clinic pun kena queue berjam-jam, lepasti doctor bagi MC dua hari je, rugi cuti.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Vibe sekarang memang toxic gila, kau jangan lengah sangat ah.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 13, "speaker": "A", "text": "Aku tahu, kadang-kadang terfikir nak je lepak kat umah, tengok Netflix gi mampos.", "features": {"interjection": false, "colloquial": ["je", "kat", "nak", "tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tahu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nak", "tahu"]}, {"turn_id": 14, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Seriusly, best gila idea tu tapi bank account tak bagi.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Ya lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Kau tu nasib baik badan strong, lagi satu ni tengah sale kat Shopee ke?", "features": {"interjection": false, "colloquial": ["kat", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kat"], "stage1_colloquial": ["kat", "ni", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Check la Vit C ke ape, kita beli borong, maybe murah sikit dari Watson.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["la"]}, {"turn_id": 20, "speaker": "B", "text": "Bagus tu nanti aku share link.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T02:15:11.773035Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_4e1d65
casual
{ "keywords": [ "Grab", "vs", "Maxwell" ], "primary": "Grab", "secondary": "Grab vs Maxwell" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, hari kau pergi kerja naik Grab ke drive sendiri?", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 2, "speaker": "B", "text": "Grab.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Mahal gila kan sekarang? Kau tak rasa nak try Maxwell tu ke?", "features": {"interjection": false, "colloquial": ["kan", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "nak", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh tu? Pernah nampak kat Facebook.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Ya lah, aku try semalam. On demand ride sharing.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 6, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Serius! Price dia fixed, takde surge pricing macam Grab tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Grab tu time peak hour, charge gila babi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haa. Tension tengok price tu.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Maxwell ni kita share ride dengan orang lain, tapi still okay.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["ni"]}, {"turn_id": 12, "speaker": "B", "text": "Safe ke tak? Aku takut lah pulak.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 13, "speaker": "A", "text": "Driver dia semua verified. Rasa macam Grab je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Lagipun boleh jimat banyak duit. Budget friendly lah.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 16, "speaker": "B", "text": "Kalau save banyak memang best gila.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 17, "speaker": "A", "text": "Esok kau try download app tu. Worth it lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:15:00.510936Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.65, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_38b4f5
casual
{ "keywords": [ "SEO", "strategy", "untuk" ], "primary": "SEO", "secondary": "SEO strategy untuk e-commerce business kat KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh, bisas online kau kat KL tu, traffic macam mana sekarang? Still okay?", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Alah, don't ask lah. Super slow gila recently.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 3, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 4, "speaker": "B", "text": "Aku rasa SEO strategy aku dah outdated. Competition kat KL ni memang gila babi.", "features": {"interjection": false, "colloquial": ["dah", "kat", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "kat", "dah", "memang"], "stage1_colloquial": ["dah", "kat", "memang", "ni"]}, {"turn_id": 5, "speaker": "A", "text": "Betul. Memang cannibalism lah pasaran sana sekarang.", "features": {"interjection": false, "colloquial": ["lah", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "memang"], "stage1_colloquial": ["lah", "memang"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Kau dah try buat keyword research ke tak? Local keywords tu penting gila, like 'online shop KL' or whatever.", "features": {"interjection": false, "colloquial": ["dah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Dah la, but ranking dia masih kat page lima belas. So sad kan?", "features": {"interjection": false, "colloquial": ["dah", "kan", "kat", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "kat", "dah"], "stage1_colloquial": ["dah", "kan", "kat", "la"]}, {"turn_id": 9, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "A", "text": "Maybe kau kena focus long-tail keywords je. Volume sikit but conversion rate lebih tinggi.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 11, "speaker": "B", "text": "Haa, tu satu idea tu. Boleh try gak.", "features": {"interjection": true, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 12, "speaker": "A", "text": "Selain tu, product description kau tu rewrite. Jangan copy-paste from supplier.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 13, "speaker": "B", "text": "Serious? Aku rasa senang je gune template depa.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 14, "speaker": "A", "text": "Google penalise duplicate content kau. That's why ranking kau terjun.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "A", "text": "Lagi satu, backlinks. Kau find influencers kat KL ni, tao depa review.", "features": {"interjection": false, "colloquial": ["kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["kat", "ni"]}, {"turn_id": 17, "speaker": "B", "text": "Rugi wallet woo, bayar depa.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "A", "text": "Worth it lah kalau nak brand naik. Tapi pilih la yang budget friendly.", "features": {"interjection": false, "colloquial": ["la", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "la"], "stage1_colloquial": ["la", "lah", "nak"]}, {"turn_id": 19, "speaker": "B", "text": "Betul jugak.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "A", "text": "Technical side pulak, check loading speed website tu. Kalau lelet, orang lari.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Aku rasa itu je problem dia. Gambar terlalu besar la tu.", "features": {"interjection": false, "colloquial": ["je", "la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "je", "je"], "stage1_colloquial": ["je", "la", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Optimisekan gambar tu. Compress sikit but maintain quality.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 24, "speaker": "B", "text": "Okay, this weekend aku settlekan semua ni. Wish me luck!", "features": {"interjection": true, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 25, "speaker": "A", "text": "Good luck bro! Go get that money.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:15:26.887794Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 25, "estimated_duration_seconds": 125, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
25
malay_conv_251a76
casual
{ "keywords": [ "anak-anak", "nakal", "kat" ], "primary": "anak-anak", "secondary": "anak-anak nakal kat Selangor" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Bro, kau dengar tak pasal hal budak-budak dekat Shah Alam tu semalam?", "features": {"interjection": false, "colloquial": ["pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious gila. Satu gang remaja, tengah main 'fireworks' tepi jalan raya lagi, betul-betul depan sekolah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Alamak, betul ke ni?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 5, "speaker": "A", "text": "Yes! Aku nampak sendiri kat status Facebook orang lalu-lalang. Gila berani, traffic time tu lagi heavy.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Parents mana ni? Takde orang monitor ke?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 7, "speaker": "A", "text": "Entah lah. Maknanya parent busy gila ke, atau bagi free rein sikit lebih. Budak sekarang lain 'vibe' dah.", "features": {"interjection": false, "colloquial": ["dah", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Bukan Shah Alam je, kat area Subang Jaya tu pun 'worrying' gak. Banyak case budak vandalize public property.", "features": {"interjection": false, "colloquial": ["je", "kat", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "pun", "je"], "stage1_colloquial": ["je", "kat", "pun", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Oh ya?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Ya, aku nampak MRT station dekat tu kena 'graffiti' tahap gila. Susah nak nak remove, 'funding' kat mana datang.", "features": {"interjection": false, "colloquial": ["kat", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "nak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Memang la. Aku pun rasa macam nak 'facepalm' baca news pasal benda ni.", "features": {"interjection": false, "colloquial": ["la", "memang", "nak", "ni", "pasal", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "pasal", "pun", "memang"], "stage1_colloquial": ["la", "memang", "nak", "ni", "pasal", "pun"]}, {"turn_id": 13, "speaker": "A", "text": "Dulu zaman kita, mana ada macam ni? Kalau kena 'sepuk' satu, terus 'trauma'.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 14, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 15, "speaker": "A", "text": "Sekarang ni, nampak macam tak ada 'respect' sikit pada authorities or public property.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Maybe sebab influence social media sangat kuat. Nak 'viral' terus, tapi cara salah.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 17, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 18, "speaker": "B", "text": "Tetapi tak boleh la salahkan tech semata-mata. Parenting style kena revise sket.", "features": {"interjection": true, "colloquial": ["la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.6}, "stage1_colloquial": ["la", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Valid point. Aku pun nampak some parents 'lepaking' je, biar anak buat hal sendiri.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 20, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Pening kepala dibacang ah. Selangor ni 'hotspot' untuk semua benda lah.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 22, "speaker": "B", "text": "Chill lah bro. Hari dah malam, jangan pikir 'stressful' stuff.", "features": {"interjection": false, "colloquial": ["dah", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah"]}, {"turn_id": 23, "speaker": "A", "text": "Haha, okay lah. Let's 'lepaking' minum kopi kat mamak je.", "features": {"interjection": false, "colloquial": ["je", "kat", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "lah"]}, {"turn_id": 24, "speaker": "B", "text": "On. Gi 'tapau' la sat.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": ["la"]}, {"turn_id": 25, "speaker": "A", "text": "Settle.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:17:00.494359Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 25, "estimated_duration_seconds": 125, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
25
malay_conv_b8fed3
casual
{ "keywords": [ "membersih", "gym", "annual" ], "primary": "membersih", "secondary": "membersih gym annual membership" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh, kau dengar tak berita tu gym kita nak kena annual membership cleanup dah?", "features": {"interjection": false, "colloquial": ["dah", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "nak", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serius, email just now bombarding semua orang suru settle membership before month end.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kalau tak renew, freeze account kena bayar admin fee tau, lagi mahal dari harga makan siang.", "features": {"interjection": false, "colloquial": ["tak", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "warning", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tak", "tau"]}, {"turn_id": 6, "speaker": "B", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Yes, memang scam gila beb, last time aku terlepas sikit, kena charge sampai koyak.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "B", "text": "Aku sendiri pening sebenarnya, sebab aku rarely pergi lately, sibuk dengan project office.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "A", "text": "Haa, tu pasal kena cepat decide, jangan tunggu last minute baru nangis.", "features": {"interjection": false, "colloquial": ["haa", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["haa", "pasal", "tu"]}, {"turn_id": 11, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 12, "speaker": "A", "text": "Aku plan terus je extend one year, lagipun trainer sana bagus, worth it lah.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 13, "speaker": "B", "text": "Baik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Kau tolong checkkan boleh tak, maybe aku just join monthly je kan.", "features": {"interjection": true, "colloquial": ["je", "kan", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "je", "je"], "stage1_colloquial": ["je", "kan", "tak"]}, {"turn_id": 15, "speaker": "A", "text": "Boleh, tapi monthly mahal sikitlah, senang cerita kena tax lebih sikit.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "informing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Nanti lepas office kita pergi sana settle sama-sama, jom lepaking kat situ.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 18, "speaker": "B", "text": "Ok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Jangan lupa bawa IC and kad debit ah, nanti susah nak berlakon.", "features": {"interjection": true, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "reminding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 20, "speaker": "B", "text": "Haha, ok setel.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:18:08.327824Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_b9bb1a
casual
{ "keywords": [ "data", "privacy", "kat" ], "primary": "data", "secondary": "data privacy kat KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau dah try scan QR code kat kedai mamak depan tu ke belum?", "features": {"interjection": false, "colloquial": ["dah", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "chinese_chars_removed": 2, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "QR code mana? Mana ada.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Alah, time nak order tu. Dia suruh scan join membership lah apa. Aku scan tadi, tapi terus cancel, sebab rasa pelik.", "features": {"interjection": false, "colloquial": ["lah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "I mean, serious talk, sekarang ni kat KL ni... privacy kita dah tak ada dah. Macam telanjang.", "features": {"interjection": false, "colloquial": ["dah", "kat", "ni", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "ni", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Semalam aku nampak iklan kat Facebook, baju yang aku tengok kat Shopee pagi tadi, terus pop-up kat feed. Scary gila weh.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Kau tak rasa macam... diserang?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 10, "speaker": "B", "text": "Rasa. Tapi apa boleh buat? Kan dah biasa.", "features": {"interjection": true, "colloquial": ["dah", "kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "dah"], "stage1_colloquial": ["dah", "kan"]}, {"turn_id": 11, "speaker": "A", "text": "Biasa? Tak boleh lah begitu weh. Ini data kita tau. Location kita, bank details, everything.", "features": {"interjection": true, "colloquial": ["lah", "tak", "tau"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "tau"], "stage1_colloquial": ["lah", "tak", "tau"]}, {"turn_id": 12, "speaker": "B", "text": "Ya lah, tapi...", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": true, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 13, "speaker": "A", "text": "Dengar dulu. Time nak sign up untuk apa-apa app sekarang, kita terus 'agree' je kan Terms & Conditions tu. Siapa baca?", "features": {"interjection": false, "colloquial": ["je", "kan", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "je", "je"], "stage1_colloquial": ["je", "kan", "nak", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Saya tak baca.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "honest", "intensity": 0.1}, "stage1_colloquial": ["tak"]}, {"turn_id": 15, "speaker": "A", "text": "See? Kat situ dia amik everything. Atau tu ATM kedai tu, kau masukkan card, skimming device entah ada ke tak.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Scary betul.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Last week kawan aku kena scam. Nombor dia kena clone, terus WhatsApp family mintak duit. Keluarga dia hantar sebab fikir betul.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "RM10,000 hilang sebab data leak kat mana-mana. Entah dari e-hailing app entah dari online survey.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["kat"]}, {"turn_id": 20, "speaker": "B", "text": "Rugilah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Itu yang aku cakap. Kita dah jadi product. Kalau pakai service free, kita lah bayarannya. Duit tak payah, data pun cukup.", "features": {"interjection": false, "colloquial": ["dah", "lah", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "determined", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "dah", "pun"], "stage1_colloquial": ["dah", "lah", "pun", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Kau faham tak what I mean?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 24, "speaker": "B", "text": "Faham. Faham. Cuma...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Cuma apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Susah nak elak. Hidup kat KL ni, semua kan online. Parking nak touch n go, bill nak online, makan pun nak order grab. Nak buat macam mana?", "features": {"interjection": false, "colloquial": ["kan", "kat", "nak", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "kat", "pun"], "stage1_colloquial": ["kan", "kat", "nak", "ni", "pun"]}, {"turn_id": 27, "speaker": "A", "text": "Serius?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Betul. Kalau kau kata privacy itu penting, saya setuju. Tapi convenience itu lebih... tempt kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.2}, "stage1_colloquial": ["kan"]}, {"turn_id": 29, "speaker": "A", "text": "Convenience?sampai nak pengorbanan identity kita?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": ["nak"]}, {"turn_id": 30, "speaker": "B", "text": "Bukan begitu. Saya cuma cakap kita kena pick your battle.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Battle?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 32, "speaker": "B", "text": "Ya. Contoh, app bank tu wajib. Social media tu optional. So, bagi data kat bank tu okay, bagi kat game kat Facebook tu... tak yah lah.", "features": {"interjection": false, "colloquial": ["kat", "lah", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "tak", "tu"]}, {"turn_id": 33, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 34, "speaker": "B", "text": "Kau tak faham ke? Kita boleh kawal sikit.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 35, "speaker": "A", "text": "Boleh kot... tapi susah nak trust.", "features": {"interjection": true, "colloquial": ["kot", "nak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": ["kot", "nak"]}, {"turn_id": 36, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 37, "speaker": "A", "text": "Baguslah kalau ada awareness macam ni. Bukan main scan je benda yang tak dikenal.", "features": {"interjection": false, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 38, "speaker": "B", "text": "Setuju. Saya pun nak berhati-hari sikit selepas ni.", "features": {"interjection": false, "colloquial": ["nak", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "determined", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "pun"], "stage1_colloquial": ["nak", "ni", "pun"]}, {"turn_id": 39, "speaker": "A", "text": "Kalau macam tu, best. Aku delete la some apps yang tak guna tadi.", "features": {"interjection": false, "colloquial": ["la", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tak", "tu"]}, {"turn_id": 40, "speaker": "B", "text": "Bagus. Tekan je tu.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 41, "speaker": "A", "text": "Jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:19:19.109828Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 41, "estimated_duration_seconds": 205, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 15, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
41
malay_conv_211d56
casual
{ "keywords": [ "loyalty", "program", "inquiry" ], "primary": "loyalty", "secondary": "loyalty program inquiry" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tau tak bank tu launch loyalty program baru ke?", "features": {"interjection": true, "colloquial": ["tak", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "tau"], "stage1_colloquial": ["tak", "tau", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Program mana tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Yang bagi points kita swipe card kat kedai makan tu.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Ohhh, yang advert kat Facebook tadi tu?", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Haa, tu lah.", "features": {"interjection": false, "colloquial": ["haa", "lah", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["haa", "lah", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Dengar okay gila, tapi worth it ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Tu aku pun tak pasti. Aku tengah fikir nak sign up or not.", "features": {"interjection": false, "colloquial": ["nak", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Sibuk la nak kena collect points, then redeem mcm susah je.", "features": {"interjection": false, "colloquial": ["je", "la", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la", "nak"]}, {"turn_id": 10, "speaker": "B", "text": "True.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Kau dah try check website dia?", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 12, "speaker": "B", "text": "Belum lagi, malas nak load.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 13, "speaker": "A", "text": "Bagus lah kita check sekali, kan kat cafe ni ada WiFi.", "features": {"interjection": false, "colloquial": ["kan", "kat", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "lah", "kat"], "stage1_colloquial": ["kan", "kat", "lah", "ni"]}, {"turn_id": 14, "speaker": "B", "text": "Boleh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Nanti kalau banyak voucher, kita lepak makan free!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Haha, tu baru best.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 17, "speaker": "A", "text": "Gimme a sec, aku buka app bank dulu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Ok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Alamak, connection sini lembab gila babi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Yeap, loading je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 22, "speaker": "B", "text": "Relax lah bro, nanti je.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 23, "speaker": "A", "text": "Cannot relax, nak tahu urgent ni!", "features": {"interjection": false, "colloquial": ["nak", "ni", "tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tahu"], "stage1_colloquial": ["nak", "ni", "tahu"]}, {"turn_id": 24, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "amused", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Oh ok, dah masuk.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["dah"]}, {"turn_id": 26, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 27, "speaker": "A", "text": "Kat sini tulis 'Earn 5X points' kat kedai grocery.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 28, "speaker": "B", "text": "Not bad.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "impressed", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Okay lah, aku register gak. Kalau tak rugi pun.", "features": {"interjection": false, "colloquial": ["lah", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["lah", "pun", "tak"]}, {"turn_id": 30, "speaker": "B", "text": "Ya, register je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}]
{"generated_at": "2026-01-26T02:19:59.643277Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 30, "estimated_duration_seconds": 150, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
30
malay_conv_e100ac
casual
{ "keywords": [ "lepaskan", "rindu" ], "primary": "lepaskan", "secondary": "lepaskan rindu" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, lama gila tak jumpa kau ni! Okay ke badan?", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Alhamdulillah, okay je. Kau macam mana?", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["je"]}, {"turn_id": 3, "speaker": "A", "text": "Aku busy sikit kerja lately, tapi bosan gila dok dalam rumah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Niang ah rindu mamak weh. Nak kasi kurang air tu.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Best tu! Jom gi sekarang, lapar aku ni.", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Gi mamak biasa kat tepi tu?", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mana yang satu?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Yang depan condo tu. Satu je kampung kita ni.", "features": {"interjection": false, "colloquial": ["je", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "je", "je"], "stage1_colloquial": ["je", "ni", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Tekak aku nak makan maggi goreng telur dadar, extra pedas.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 12, "speaker": "B", "text": "Wah, mengancam tu. Aku nak roti banjir je.", "features": {"interjection": false, "colloquial": ["je", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "nak", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Siap order teh tarik kurang manis.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Ya, confirm kena order tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 15, "speaker": "A", "text": "Jom la gerak, drive aku.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": ["la"]}, {"turn_id": 16, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Dah lama tak borak gini, seronok bolepak sampai pagi esok.", "features": {"interjection": false, "colloquial": ["dah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:20:40.833277Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.75, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_77c310
casual
{ "keywords": [ "career", "advancement", "dan" ], "primary": "career", "secondary": "career advancement dan promotion" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Oi Siti, kau free tak ni? Aku nak luah sikit pasal kerja.", "features": {"interjection": false, "colloquial": ["nak", "ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["nak", "ni", "pasal", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Aku rasa aku dah stuck. Manager aku bagitahu hari tu, 'Ahmad, kau perform bagus, tapi...'", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Tapi apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "concerned", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "'...tapi budget freeze'. Kau faham tak? Aku kerja gila babi setiap hari, OT siang malam, hasil semua ok, tapi promotion... takde.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 6, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Janjiji pun macam tu. Aku dah penat tau Siti. Setiap tahun same story. 'Wait for next cycle', 'We value you'. Value konon.", "features": {"interjection": false, "colloquial": ["dah", "pun", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "tau", "dah", "pun"], "stage1_colloquial": ["dah", "pun", "tau", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Aku nampak junior-junior masuk, fresh grad, gaji starting dah hampir sama gaji aku sekarang. Tak masuk akal kan?", "features": {"interjection": false, "colloquial": ["dah", "kan", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["kan", "dah"], "stage1_colloquial": ["dah", "kan", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 11, "speaker": "A", "text": "Bukan nak kedekut ilmu pun, tapi... masa aku dah habis di situ. Aku rasa... aku rasa aku kena move on.", "features": {"interjection": false, "colloquial": ["dah", "nak", "pun"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah", "pun"], "stage1_colloquial": ["dah", "nak", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Serious aku. A dah update resume tadi. Nak apply kat company sebelah sana. Mereka bukakan jawutan Senior Manager.", "features": {"interjection": false, "colloquial": ["dah", "kat", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["kat", "dah"], "stage1_colloquial": ["dah", "kat", "nak"]}, {"turn_id": 14, "speaker": "B", "text": "Wah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "impressed", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Tapi aku takut. Kalau tak jadi macam mana? Kalau environment sana toxic? Dalam kuali sama dengan periuk sama.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Comfort zone ni mengalah tau. Takut nanti aku terus berpeluh waktu interview. Soft skills aku dah berkarat.", "features": {"interjection": false, "colloquial": ["dah", "ni", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tau", "dah"], "stage1_colloquial": ["dah", "ni", "tau"]}, {"turn_id": 18, "speaker": "B", "text": "Takdelah seteruk tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "A", "text": "Kau tak paham la. Sini aku 'Abang Long', orang tanya benda. Sana, aku budak baru, kena prove diri dari kosong.", "features": {"interjection": false, "colloquial": ["la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": ["la", "tak"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Tapi kalau aku duduk diam je... nanti dua tahun lagi, aku masih ada level yang sama. Jenuh aku jawab bila orang tanya 'bila naik pangkat?'", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["je"]}, {"turn_id": 22, "speaker": "B", "text": "Faham.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Kalau tak risk, tak gain kan? Bukannya aku mintak jadi CEO cepat sangat, tapi progress sikit pun takde.", "features": {"interjection": false, "colloquial": ["kan", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["kan", "pun", "tak"]}, {"turn_id": 24, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Dan kalau aku dapat offer bagus... mungkin aku resign. Aku dah tak boleh tolerate management yang pilih kasih.", "features": {"interjection": true, "colloquial": ["dah", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "tak"]}, {"turn_id": 26, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 27, "speaker": "A", "text": "Sebenarnya aku dah survey market value aku. Agak-agak... kalau naik, mungkin 30% increment.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 28, "speaker": "B", "text": "Not bad.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Lagi worth it dari tunggu bonus lima ratus ringgit setahun kan? Hidup nak makan gaji.", "features": {"interjection": false, "colloquial": ["kan", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["kan", "nak"]}, {"turn_id": 30, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Ok, setuju. Esok aku submit. Let's do this. Jadi penganggur sementara pun takpe.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.9}, "stage1_colloquial": ["pun"]}, {"turn_id": 32, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "amused", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Eh, serious. Thanks Siti. Luah kat kau ni rasa lega sikit. Tak tension sangat.", "features": {"interjection": false, "colloquial": ["kat", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "kat"], "stage1_colloquial": ["kat", "ni", "tak"]}, {"turn_id": 34, "speaker": "B", "text": "Sama-sama. Semoga best of luck!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": "Amin. Kita jumpe esok kat mamak. Belanja aku teh tarik.", "features": {"interjection": true, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["kat"]}, {"turn_id": 36, "speaker": "B", "text": "Ok, deal.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Bye.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 38, "speaker": "B", "text": "Bye.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T02:23:06.774722Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 38, "estimated_duration_seconds": 190, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
38
malay_conv_f01e88
casual
{ "keywords": [ "dressing", "kids", "time" ], "primary": "dressing", "secondary": "dressing kids time lockdown" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, dulu time lockdown dulu kau perasan tak how we dress our kids tu macam takda beza langsung?", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serius, my kids cuma pakai t-shirt dan shorts je everyday. Takyah nak pakai uniform, takyah nak 'dress to impress'.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 4, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "B", "text": "Same gila dengan aku. My daughter pun macam 'ponytail' je, rambut tak berapa sikat, sebab nak pergi mana kan?", "features": {"interjection": false, "colloquial": ["je", "kan", "nak", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["kan", "je", "pun", "je"], "stage1_colloquial": ["je", "kan", "nak", "pun", "tak"]}, {"turn_id": 6, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Dulu aku selalu shopping baju lawa-lawa kat mall, rasa rugi sebab tak pakai sangat. Sekarang baju 'kain kapas' yang cozy tu lagi 'worth it'.", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "B", "text": "Aku pun stop beli kasut sekolah time tu. Kasut tu 'collecting dust' dalam stor je, best gila takyah polish.", "features": {"interjection": false, "colloquial": ["je", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "pun", "je"], "stage1_colloquial": ["je", "pun", "tu"]}, {"turn_id": 10, "speaker": "A", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Kadang-kadang rasa macam bersalah pulak, macam kita neglect their appearance sikit.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "B", "text": "Tapi fikir balik, tak ada orang nak tengok pun. Yang penting kan diaorg selesa dan 'happy', kan?", "features": {"interjection": false, "colloquial": ["kan", "nak", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "pun"], "stage1_colloquial": ["kan", "nak", "pun", "tak"]}, {"turn_id": 14, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Sekarang dah 'opening', masa nak start dress up ni rasa macam malas pulak. Vibe 'lepaking' tu dah masuk dalam darah.", "features": {"interjection": false, "colloquial": ["dah", "nak", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "dah"], "stage1_colloquial": ["dah", "nak", "ni", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "B", "text": "Aku pun macam tu. Yang paling kelakar bila nak Zoom meeting, atas pakai 'formal', bawah pakai 'seluar kain'.", "features": {"interjection": true, "colloquial": ["nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tu"]}, {"turn_id": 18, "speaker": "A", "text": "Haha!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Classic sangat move tu. Okay lah, setakat ni biar je diaorg pakai 'comfy clothes', simpan budget duit tu untuk makan 'steak' lagi best.", "features": {"interjection": false, "colloquial": ["je", "lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Setuju.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "B", "text": "'Worth it' lebih macam tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T02:23:29.406390Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_61a254
casual
{ "keywords": [ "imposter", "syndrome", "di" ], "primary": "imposter", "secondary": "imposter syndrome di kerja waktu kena price hike" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weih Siti, kau dengar ke pasal minyak naik lagi?", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 2, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 3, "speaker": "A", "text": "Best gila kan? Duit gaji masuk, keluar je untuk petrol dan makan.", "features": {"interjection": false, "colloquial": ["je", "kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["kan", "je", "je"], "stage1_colloquial": ["je", "kan"]}, {"turn_id": 4, "speaker": "B", "text": "Ya Allah, tension juga aku.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Lagipun sekarang ni kerja aku berat sangat. Aku rasa macam aku tak layak.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Why pulak kata macam tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Boss bagi big project minggu ni. Aku rasa macam blur, macam nampak tak salah je.", "features": {"interjection": false, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Padahal team member aku lain semua senior. Aku rasa macam 'imposter' je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Dalam otak aku selalu cakap, 'kau ni tak berapa, nanti kau sack'.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Seriously. Bila fikir pasal harga barang naik ni, stress makan dalam.", "features": {"interjection": false, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kalau aku hilang kerja, gila macam mana nak bayar rental?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.8}, "stage1_colloquial": ["nak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Kadang-kadang aku terfikir, worth it lah ke aku tengok orang lain dalam company ni struggle?", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 18, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Aku nampak LinkedIn orang lain, all successful, best gila hidup.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Pastu tengok diri sendiri, leverage tak ada, duit pun saving sikit.", "features": {"interjection": false, "colloquial": ["pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["pun", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "Sabar je lah, kawan.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 23, "speaker": "A", "text": "Aku cuba relax, tapi bila tengok receipt makan time lunch, terus mood swing.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Makan maggi je lah hari ni, jimat sikit.", "features": {"interjection": false, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 26, "speaker": "B", "text": "Haha, okay lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}]
{"generated_at": "2026-01-26T04:38:37.941522Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_0f6880
casual
{ "keywords": [ "kahwin", "young" ], "primary": "kahwin", "secondary": "kahwin young" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh kau dengar tak pasal Miera tu? Dia plan nak kahwin ni, tahun depan.", "features": {"interjection": true, "colloquial": ["nak", "ni", "pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "pasal"], "stage1_colloquial": ["nak", "ni", "pasal", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Seriously. Umur baru 23 dah nak settle down. Gila advance.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Aku tak faham lah. Zaman sekarang career dulu baru fikir bunga-bunga kan.", "features": {"interjection": false, "colloquial": ["kan", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Betul tu, tapi maybe dia dapat partner yang steady sangat kot.", "features": {"interjection": false, "colloquial": ["kot", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["kot", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Partner steady tak dapat makan. Financial part tu kena solid.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Ye ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Of course lah. Kahwin ni bukan main tarik tali je. Beli rumah, cost baby nanti, memang pening.", "features": {"interjection": false, "colloquial": ["je", "lah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "memang", "je"], "stage1_colloquial": ["je", "lah", "memang", "ni"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "agreeing", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Kalau aku, aku enjoy dulu lah. Gaji spend sendiri, shopping sikit, travel.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.7}, "chinese_chars_removed": 2, "stage1_colloquial": ["lah"]}, {"turn_id": 12, "speaker": "B", "text": "Syiok kan hidup kau tu.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Best gila. Rasa free. Takde report siapa-siapa.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Tapi kadang-kadang best juga ada companion kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 15, "speaker": "A", "text": "Boleh cari companion lain, tak semestinya husband. Bestie pun boleh.", "features": {"interjection": true, "colloquial": ["pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["pun", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Serious talk lah, kalau kahwin young nanti rasa 'miss out' stage partying.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "agreeing", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Lepas tu baru nanti mid-life crisis. Nak lepak pun tak boleh.", "features": {"interjection": false, "colloquial": ["nak", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tak", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Valid juga tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "agreeing", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Kau sendiri macam mana? Bila nak bagi aku makan wedding invitation?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["nak"]}, {"turn_id": 22, "speaker": "B", "text": "Apalah kau. Aku nak stablekan kerja dulu. Saving sekarang pun macam ala-ala je.", "features": {"interjection": false, "colloquial": ["je", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["je", "pun", "je"], "stage1_colloquial": ["je", "nak", "pun"]}, {"turn_id": 23, "speaker": "A", "text": "Haa tu dia. Kita same mindset. Enjoy life dulu.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 24, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "agreeing", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Ok lah, jom lunch. Nak talk pasal Miera tu bosan lah.", "features": {"interjection": false, "colloquial": ["lah", "nak", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pasal"], "stage1_colloquial": ["lah", "nak", "pasal", "tu"]}, {"turn_id": 26, "speaker": "B", "text": "Jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:39:07.588677Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_48ae5d
casual
{ "keywords": [ "durian", "season", "hargaterbaru" ], "primary": "durian", "secondary": "durian season hargaterbaru" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nampak tak harga durian sekarang? Naik gila babi ah!", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": ["tak"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yes! Tadi aku lalu kat tepi jalan tu, seller jual Musang King seratus ringgit sekilo.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Walao. Gila mahal.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kan aku bagitau. Rasa nak pengsan tengok price tag tu. Duit gaji habis macam tu je.", "features": {"interjection": false, "colloquial": ["je", "kan", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "je", "je"], "stage1_colloquial": ["je", "kan", "nak", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku ingat nak beli satu buah je untuk kenduri kan, tapi bila tengok harga, jadi fikir-fikir balik.", "features": {"interjection": false, "colloquial": ["je", "kan", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan", "je", "je"], "stage1_colloquial": ["je", "kan", "nak"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Kau tak beli langsung tahun ni?", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Tak. Beli D24 kampung pun dah mahal, thirty ringgit sekilo. Tak 'worth it' lah.", "features": {"interjection": false, "colloquial": ["dah", "lah", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "dah", "pun"], "stage1_colloquial": ["dah", "lah", "pun", "tak"]}, {"turn_id": 11, "speaker": "A", "text": "Betul tu. Lagipun zaman sekarang banyak 'fake news' pasal durian kampung, takut kena tipu.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Last-last aku beli je kat pasar raya that 'durian kasturi' dalam bekas tu. Murah sikit.", "features": {"interjection": false, "colloquial": ["je", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Rasa dia okay je, manis. Yang penting dapat makan, takyah nak 'fancy' sangat Musang King.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 16, "speaker": "B", "text": "Haa. Tu pun jadi lah.", "features": {"interjection": false, "colloquial": ["haa", "lah", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["haa", "lah", "pun", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Nanti kalau harga turun sikit baru kita 'lepaking' makan durai bersama.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Setuju!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:39:22.478294Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_d20738
casual
{ "keywords": [ "contract", "renewal", "discussion" ], "primary": "contract", "secondary": "contract renewal discussion" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau meeting dengan boss tadi pasal contract renewal kan?", "features": {"interjection": true, "colloquial": ["kan", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "pasal"], "stage1_colloquial": ["kan", "pasal"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Macam mana? Best ke vibe dia?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Alah, tension gila weh. Dia tengah 'lepaking' je tadi.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["je"]}, {"turn_id": 5, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Seriously. Aku masuk room tu, dia tengah scrolling Instagram lagi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Walao. Okay ke macam tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Tak apa, aku terus je 'shoot'. Tanya terus pasal increment.", "features": {"interjection": false, "colloquial": ["je", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["pasal", "je", "je"], "stage1_colloquial": ["je", "pasal", "tak"]}, {"turn_id": 9, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 10, "speaker": "B", "text": "Dia kata budget 'tak approve' lagi dari HQ.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 11, "speaker": "A", "text": "Alah, alasan standard tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Ish, betul tu. Aku dah penat la nak dengar benda same.", "features": {"interjection": false, "colloquial": ["dah", "la", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "dah"], "stage1_colloquial": ["dah", "la", "nak", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "So kau extend je ke macam tu?", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Aku cakap dengan dia, 'Boss, kalau naik 'gaji' sikit, worth it lah'.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 15, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Dia bagi 'hint' kata maybe ada bonus tahun depan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Bonus 'ngam' ngam je tu.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "At least ada kan. Tapi aku tak 'sign' lagi contract tu.", "features": {"interjection": false, "colloquial": ["kan", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tak", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Bagus. Tengok dulu 'market' luar ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["ni"]}, {"turn_id": 20, "speaker": "B", "text": "Ya, aku dah 'update' LinkedIn tadi.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 21, "speaker": "A", "text": "Haha, pantas!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Kena kan. Kalau tak, siapa 'pity' kita.", "features": {"interjection": false, "colloquial": ["kan", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["kan", "tak"]}, {"turn_id": 23, "speaker": "A", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 24, "speaker": "B", "text": "Esok nak bagi 'offer letter' dari company lain je, 'pretend' nak resign.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.6}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 25, "speaker": "A", "text": "Strategy gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Mana tak, 'desperate' time calls for desperate measure.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 27, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T04:39:56.261633Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 27, "estimated_duration_seconds": 135, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
27
malay_conv_8587c2
casual
{ "keywords": [ "kata", "kerja", "transitifpaling" ], "primary": "kata", "secondary": "kata kerja transitifpaling teruk" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Bro, kau pernah tak terfikir, verbs kat BM ni which one paling susah nak handle?", "features": {"interjection": false, "colloquial": ["kat", "nak", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "kat"], "stage1_colloquial": ["kat", "nak", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious. Aku tengahediting slides tadi, terpikir pasal grammar.", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Bagi aku lah, transitive verbs. Yang macam 'membaca', 'menulis'.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Sebab kalau kau tulis 'Saya membaca', incomplete feeling tau. Rasa macam something missing.", "features": {"interjection": false, "colloquial": ["tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tau"]}, {"turn_id": 8, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Kena ada object. 'Saya membaca buku'. Baru satisfied.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Intransitive lagi best. 'Dia tidur', 'Dia berlari'. Stop there. Senang.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Less stress.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi yang transitive ni, pressure dia lain. Kalau kau drop the object, jadi macam broken English.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 14, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Yes. Imagine boss kau email 'Sila lihat'. Liat apa? File tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Haiya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Exactly. That's why transitive verbs paling worst if kau don't complete the sentence.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Ni belum lagi pasal passive voice. 'Buku itu dibaca oleh saya'.", "features": {"interjection": true, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 20, "speaker": "B", "text": "Aiyoh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Sangat flowery. Casual conversation memang tak pakai.", "features": {"interjection": false, "colloquial": ["memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 23, "speaker": "A", "text": "So conclusion aku, transitive tu like demanding girlfriend. Kena bagi attention object.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 24, "speaker": "B", "text": "Walao.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Haha! Serious but true kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["kan"]}, {"turn_id": 26, "speaker": "B", "text": "Okay analogy kau valid.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:40:15.182361Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_cc4e8e
casual
{ "keywords": [ "wrong", "item", "delivered" ], "primary": "wrong", "secondary": "wrong item delivered" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau belum sampai lagi ke? meeting dah nak start ni.", "features": {"interjection": true, "colloquial": ["dah", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "dah"], "stage1_colloquial": ["dah", "nak", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Alamak, sorry sorry Ahmad. On the way la, stuck kat jam.", "features": {"interjection": false, "colloquial": ["kat", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["la", "kat"], "stage1_colloquial": ["kat", "la"]}, {"turn_id": 3, "speaker": "A", "text": "Hish, baik datang la cepat sikit.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["la"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "B", "text": "Sebenarnya tadi aku ter-round dekat Shopee Express, ambik barang.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "A", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "B", "text": "Dah lah aku ni kan order kasut sukan tu sale gila.", "features": {"interjection": false, "colloquial": ["dah", "kan", "lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "lah", "dah"], "stage1_colloquial": ["dah", "kan", "lah", "ni", "tu"]}, {"turn_id": 8, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "B", "text": "Bila buka parcel tadi, bukan kasut. Rupa-rupanya dia bagi periuk nasi punya cover!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.9}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "B", "text": "I tak cakap. Aku confuse gila, macam mana boleh tercampur macam tu?", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 12, "speaker": "A", "text": "Gila ah. Seller tu memang blur.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 13, "speaker": "B", "text": "Betul. Dah la address sticker dia betul, tapi dalam barang salah.", "features": {"interjection": false, "colloquial": ["dah", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["la", "dah"], "stage1_colloquial": ["dah", "la"]}, {"turn_id": 14, "speaker": "A", "text": "Ya?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "B", "text": "Aku dah straight buat live chat with customer service, mintak refund or replace.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["dah"]}, {"turn_id": 16, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "B", "text": "Dia kata kira submit gambar proof dulu, lepas tu tunggu 24 jam.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "A", "text": "Haiya, leceh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "B", "text": "Tell me about it. Nasib baik kasut tu masih ada stock kalau tak aku memang marah.", "features": {"interjection": false, "colloquial": ["memang", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tak", "tu"]}, {"turn_id": 20, "speaker": "A", "text": "Kalau tak ada stock, balik modal la tu.", "features": {"interjection": false, "colloquial": ["la", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tak", "tu"]}, {"turn_id": 21, "speaker": "B", "text": "Haha, memang la. Ok dah Ahmad, aku dah sampai lobby ni.", "features": {"interjection": false, "colloquial": ["dah", "la", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah", "memang"], "stage1_colloquial": ["dah", "la", "memang", "ni"]}, {"turn_id": 22, "speaker": "A", "text": "Okok, cepat naik. Boss tengah carik kau tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 23, "speaker": "B", "text": "Siap. Nanti cerita pasal periuk tu lagi.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 24, "speaker": "A", "text": "Baik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:40:46.126440Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_7eedd4
casual
{ "keywords": [ "kawan", "backstab" ], "primary": "kawan", "secondary": "kawan backstab" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tengok kan story Aiman tadi?", "features": {"interjection": true, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Dia upload gambar with boss dia, caption macam 'team effort' bagai.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Padahal tuh idea dia sendiri, tapi credit dia bagi bos lain. Memang sadis gila bab ni.", "features": {"interjection": false, "colloquial": ["memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "ni"]}, {"turn_id": 6, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "I tell you, seriously. Boss dia aku kenal, jenis yang 'ambik kredit' je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi yang paling best, Aiman je yang happy layan macam tu. Macam tak tahu je dia kena backstab.", "features": {"interjection": false, "colloquial": ["je", "tahu", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu", "je", "je"], "stage1_colloquial": ["je", "tahu", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Ya Allah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Last-last project tu sampai final stage, siap bos dia present depan client guna nama dia pulak.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Betul ke ni?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 13, "speaker": "A", "text": "Swear aku. Aiman sendiri cerita kat mamak tadi. Kau nampak kan muka dia tu, selamba je?", "features": {"interjection": false, "colloquial": ["je", "kan", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "kat", "je", "je"], "stage1_colloquial": ["je", "kan", "kat", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "amused", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Dia kata 'rezeki'. Aku cakap 'bodoh lah kau'. Macam mana boleh let people pijak kepala macam tu?", "features": {"interjection": true, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Dalam office ni, memang kena jaga belakang badan sendiri. Kalau tak, habis lah macam ni.", "features": {"interjection": false, "colloquial": ["lah", "memang", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "ni", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "True.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Bila aku nak advice, dia kata 'santai je bro'. Alahai, ni bukan santai, ni bab makan gaji.", "features": {"interjection": false, "colloquial": ["je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je", "nak", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Kalaulah aku, memang aku straight bagi tahu kat boss tu, tapi Aiman ni penakut sikit.", "features": {"interjection": false, "colloquial": ["kat", "memang", "ni", "tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "tahu", "kat", "memang"], "stage1_colloquial": ["kat", "memang", "ni", "tahu", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Oh ya?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Ya dia, jenis 'follow flow' je. Nanti bila kena buang baru nak nangis.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 24, "speaker": "B", "text": "Sad lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 25, "speaker": "A", "text": "Anyway, kita ignore je hal dia. Makan nasi je lah. kau order apa?", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 26, "speaker": "B", "text": "Nasi goreng kampung.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:41:06.341699Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_874a58
casual
{ "keywords": [ "masak", "sendiri", "vs" ], "primary": "masak", "secondary": "masak sendiri vs tapau" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh kau, minggu ni masak sendiri ke terus tapau je?", "features": {"interjection": true, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Aku malas nak masak ah, penat. Tapau je lagi senang.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.4}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 3, "speaker": "A", "text": "Tapau hari-hari tak sihat lah dok.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Lagipun budget melayang gila kan kalau beli makan luar selalu?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["kan"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "B", "text": "Tapi nak masak sendiri, lepak kejap, basuh pinggan macam-macam... penat ok.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["nak"]}, {"turn_id": 8, "speaker": "A", "text": "Betul tu point dia, cleaning tu paling annoying.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "B", "text": "Exactly.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "A", "text": "Kalau masak banyak boleh meal prep, save time gila tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 11, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "curious", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Tu pun susah nak planning menu macammana, aku blur lah.", "features": {"interjection": false, "colloquial": ["lah", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["lah", "nak", "pun", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Ala, masak je la ayam goreng lauk simple, tu je repeating.", "features": {"interjection": false, "colloquial": ["je", "la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "je", "je"], "stage1_colloquial": ["je", "la", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Kadang-kadang rasa macam nak tapau nasi lemak je, worth it every sen.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 16, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "curious", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Yeah, sambal dia memang best gila tak dapat tahan.", "features": {"interjection": false, "colloquial": ["memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Haa, tu aku setuju.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Esok kita tapau la together, jangan masak.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["la"]}, {"turn_id": 20, "speaker": "B", "text": "Okay, on lah!", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 21, "speaker": "A", "text": "Best.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:41:45.907375Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_046cb6
casual
{ "keywords": [ "fiance", "visa", "issues" ], "primary": "fiance", "secondary": "fiance visa issues" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh, kau tengah dok busy ke tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 2, "speaker": "B", "text": "Sikit. Meeting pukul tiga tadi... okay je la.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 3, "speaker": "A", "text": "Aku ada nak bagitau something pasal Sarah.", "features": {"interjection": false, "colloquial": ["nak", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "tense", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["nak", "pasal"]}, {"turn_id": 4, "speaker": "B", "text": "Sarah?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Tu la. Visa application tu... kena reject.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Email masuk pagi tadi. Aku pun fresh pagi tadi terus bengang.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["pun"]}, {"turn_id": 8, "speaker": "B", "text": "Apasal pulak?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Diorang kate... evidence tak cukup. Relationship tak genuine.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["tak"]}, {"turn_id": 10, "speaker": "A", "text": "Aku mean, we gave them everything. Flight tickets, hotels... screenshots.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "A", "text": "Seriously. Aku rasa macam... lepak je semua tu. Belum cukup ke?", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 13, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "A", "text": "Sarah dia nangis tadi. Aku tak tahu nak cakap apa.", "features": {"interjection": false, "colloquial": ["nak", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["nak", "tahu", "tak"]}, {"turn_id": 15, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 16, "speaker": "A", "text": "Rancang nak kawin tahun ni, now semua... tahu la kan.", "features": {"interjection": false, "colloquial": ["kan", "la", "nak", "ni", "tahu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "la", "tahu"], "stage1_colloquial": ["kan", "la", "nak", "ni", "tahu"]}, {"turn_id": 17, "speaker": "B", "text": "Bising.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "A", "text": "Aku start fikir... maybe diaorang betul.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "B", "text": "Maksud kau?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "A", "text": "Maybe kami tak 'genuine' enough. LDR kan... susah nak prove.", "features": {"interjection": false, "colloquial": ["kan", "nak", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": ["kan", "nak", "tak"]}, {"turn_id": 21, "speaker": "B", "text": "Takkan lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 22, "speaker": "A", "text": "Video call everyday... tapi tu bukan physical proof kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": true, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 23, "speaker": "B", "text": "Tapi... kau ada gambar family kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["kan"]}, {"turn_id": 24, "speaker": "A", "text": "Ada. Tapi officer tu... dia macam tak nak tengok.", "features": {"interjection": false, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 25, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 26, "speaker": "A", "text": "Itu yang pelik. Aku rasa macam biased.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "A", "text": "Now bercakap dengan lawyer... kena appeal.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "B", "text": "Bagus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "A", "text": "Tapi legal fees mahal gila. Worth it ke tak?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 31, "speaker": "B", "text": "Kau nak kahwin ke tak?", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "challenging", "intensity": 0.4}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 32, "speaker": "A", "text": "Mau lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 33, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 34, "speaker": "A", "text": "So memang kena go through la. Redah je.", "features": {"interjection": false, "colloquial": ["je", "la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["la", "je", "memang", "je"], "stage1_colloquial": ["je", "la", "memang"]}, {"turn_id": 35, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 36, "speaker": "A", "text": "Maybe hikmah dia tersangkut sikit. Kami boleh prepare lagi paperwork.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 38, "speaker": "A", "text": "Jangan putus asa kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "stage1_colloquial": ["kan"]}, {"turn_id": 39, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 40, "speaker": "A", "text": "Thanks sbb dengar. Best gila lepas cerita.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 41, "speaker": "B", "text": "Same same. Semoga jadi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:50:17.106001Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 41, "estimated_duration_seconds": 205, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
41
malay_conv_d3baff
casual
{ "keywords": [ "luka", "dan", "jangkitan" ], "primary": "luka", "secondary": "luka dan jangkitan" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh kau nampak tak kaki aku ni? Kena tapak kasui semalam time futsal, geli tembam.", "features": {"interjection": true, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Alamak, serious ke tu? Nampak merah gila weh.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Iya lah, tu pasal aku risau sebab ni jenis luka terhiris.", "features": {"interjection": false, "colloquial": ["lah", "ni", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "pasal"], "stage1_colloquial": ["lah", "ni", "pasal", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Takut kena jangkitan bacterial infection, sebab main atas padang tu kan banyak tanah.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Dulu my cousin kena jangkitan dari luka kecil je, sampai kena kencing darah, scary gila.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": ["je"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Aku dah wash guna Dettol tadi, tapi still rasa ngilu sikit.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["dah"]}, {"turn_id": 10, "speaker": "B", "text": "Kau apply antiseptic cream ke belum? Kena better kalau nak elak nanah.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 11, "speaker": "A", "text": "Belum lah, tadi rush terus pegi meeting client.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["lah"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Balik nanti stop Guardian. Tu pharmacy dekat apartment aku ada sale kot.", "features": {"interjection": false, "colloquial": ["kot", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["kot", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Good idea. Kalau esok lagi bengkak kau jangan tengok-tengok je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 15, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "A", "text": "Lagipun kalau luka tu dah berair dan tak kering, tu confirm kena jangkitan.", "features": {"interjection": false, "colloquial": ["dah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tak", "tu"]}, {"turn_id": 17, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 18, "speaker": "A", "text": "Aku tak nak kena tetanus shots weh, needle phobia aku level sultan.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 19, "speaker": "B", "text": "Haha, drama king lah kau. tapi kena lah, better safe than sorry.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 20, "speaker": "A", "text": "Doktor confirm scold aku kalau aku pergi last minute.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "A", "text": "Okay lah, nanti aku update kat kau kalau jadi apa-apa. Harap-harap tak jadi la.", "features": {"interjection": false, "colloquial": ["kat", "la", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "la", "kat"], "stage1_colloquial": ["kat", "la", "lah", "tak"]}, {"turn_id": 23, "speaker": "B", "text": "Boleh. Jaga-jaga ek.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T04:50:41.165078Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "medium", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_628ae9
casual
{ "keywords": [ "penggunaan", "'yang'", "vs" ], "primary": "penggunaan", "secondary": "penggunaan 'yang' vs 'yang'" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei kau tengok caption ni, org tulis 'Yang best gila' tapi guna emoji marah.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Ah, yang typo tu kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Bukan la, maksud aku dia guna 'yang' tapi maksud dia tu 'ye' lah. Yang emoji tu je salah.", "features": {"interjection": false, "colloquial": ["je", "la", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "la", "je", "je"], "stage1_colloquial": ["je", "la", "lah", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Memang confusing gila kan? Kadang aku baca ayat orang, 'Makan yang sambal' tu apa maksud dia?", "features": {"interjection": false, "colloquial": ["kan", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "memang"], "stage1_colloquial": ["kan", "memang", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "'Makan ye sambal' ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Haa! Atau 'Makan yang sambal' macam 'Makanlah yang sambal tu'. Weird gila grammar.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Lagi satu, bila group WhatsApp keluarkan rules, tulis 'Jangan spam yang link'.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Alah, tu standard sudah. Mereka inget 'Jangan spam ye dengan link'.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 11, "speaker": "A", "text": "Betul tu, kadang aku nak reply 'Okay' pun segan, dia reply 'Okay yang'.", "features": {"interjection": false, "colloquial": ["nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Serious, mood dia lain sangat baca 'Okay yang'. Macam kena marah pulak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Ni yang 'yang' betul lah, macam 'Kereta yang aku beli tu sport rims'. Ni clear.", "features": {"interjection": false, "colloquial": ["lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah"], "stage1_colloquial": ["lah", "ni", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Tapi bila jadi 'Kereta ye aku beli tu', aku pun blur sikit.", "features": {"interjection": false, "colloquial": ["pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["pun", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Blur? Sebab?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Sebab 'ye' tu macam filler je, takde fungsi kat situ. Tapi kat KL ni kan, trend.", "features": {"interjection": false, "colloquial": ["je", "kan", "kat", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "kat", "je", "je"], "stage1_colloquial": ["je", "kan", "kat", "ni", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Aku try guna tadi masa meeting, bos aku tengok pelik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Haa! Aku cakap 'Report yang habis ni print lah', dia senyum jer.", "features": {"interjection": false, "colloquial": ["haa", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah"], "stage1_colloquial": ["haa", "lah", "ni"]}]
{"generated_at": "2026-01-26T05:06:44.537614Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_ba499b
casual
{ "keywords": [ "kahwin", "young" ], "primary": "kahwin", "secondary": "kahwin young" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak kitorang sekolah rendah dulu, Haikal tu baru je kahwin bulan lepas?", "features": {"interjection": true, "colloquial": ["je", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haikal? Form 5 kitorang tu ke?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Tu lah. Umur dia baru 24 je, fresh grad kerja kejap terus tunang.", "features": {"interjection": false, "colloquial": ["je", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kan. Gila kan cepat sangat. Aku pun terperanjat time dia hantar wedding invite tu.", "features": {"interjection": false, "colloquial": ["kan", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "pun"], "stage1_colloquial": ["kan", "pun", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Memang la. 24 tu muda gila lah. Aku sendiri sekarang pun rasa macam kanak-kanak ribena lagi.", "features": {"interjection": false, "colloquial": ["la", "lah", "memang", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "la", "pun", "memang"], "stage1_colloquial": ["la", "lah", "memang", "pun", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Betul tu. Kau tahu tak, parents dia tu support gila, bagi duit macam air je.", "features": {"interjection": false, "colloquial": ["je", "tahu", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu", "je", "je"], "stage1_colloquial": ["je", "tahu", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi aku fikir-fikir, bagi aku, memang worth it gila kahwin young, sebab boleh grow up sama-sama.", "features": {"interjection": true, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Vibe dia lain, kau tahu tak? Boleh travel sama-sama, saving sama-sama from awal.", "features": {"interjection": true, "colloquial": ["tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Kan. Tapi problem dia, financial stability tu memang scary bro.", "features": {"interjection": false, "colloquial": ["kan", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "memang"], "stage1_colloquial": ["kan", "memang", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Tu yang aku risaukan juga. Kalau husband tengah study atau starting pay rendah, memang kena pengorbanan sikit.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Lagipun, mentaliti kita masa tu belum matang sangat, boleh jadi divorce rate tinggi nanti.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Serious. Banyak case aku tengok, bila baby datang, baru faham macam mana susahnya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Aku rasa aku nak settle career dulu, confirm stable baru nak pikir pasal walimah.", "features": {"interjection": false, "colloquial": ["nak", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["nak", "pasal"]}, {"turn_id": 20, "speaker": "B", "text": "Pandai lah kau. Aku pun nak enjoy life dulu, lepaking sana sini sebelum terikat.", "features": {"interjection": false, "colloquial": ["lah", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "pun"], "stage1_colloquial": ["lah", "nak", "pun"]}, {"turn_id": 21, "speaker": "A", "text": "Haa, tu lah. Kalau dah kawin tak boleh sudah keluar lepak malam-malam macam ni.", "features": {"interjection": true, "colloquial": ["dah", "haa", "lah", "ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "dah"], "stage1_colloquial": ["dah", "haa", "lah", "ni", "tak", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Tapi takpelah, rezeki orang lain lain. Selamat pengantin baru untuk Haikal.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:07:35.105155Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 14, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_368872
casual
{ "keywords": [ "bonus", "tak", "sampai" ], "primary": "bonus", "secondary": "bonus tak sampai" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah check bank tak? Hari kan date dia.", "features": {"interjection": true, "colloquial": ["dah", "kan", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["kan", "dah"], "stage1_colloquial": ["dah", "kan", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Check. Takde.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Aku refresh beribu kali. Zero.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Memang tak boleh harap. Bulan puasa nak raya ni, kitorang kena... kena...", "features": {"interjection": true, "colloquial": ["memang", "nak", "ni", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "nak", "ni", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku dah plan nak bayar deposit kereta tu. Nasib baik tak transfer duit advance kat mak.", "features": {"interjection": false, "colloquial": ["dah", "kat", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "nak", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Kau pun belum bayar?", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["pun"]}, {"turn_id": 9, "speaker": "A", "text": "Mana ada duit. Tunggu bonus ni je. Sekarang dah... habis.", "features": {"interjection": false, "colloquial": ["dah", "je", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "ni"]}, {"turn_id": 10, "speaker": "B", "text": "Ya Allah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Boss email tadi kata ada 'technical issue'. Apa hal?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Technical issue my foot. Aku dengar Finance Manager tengah fight dengan GM.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Colleague kat Finance bagitau. Budget tak approve by HQ kat Singapore.", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 15, "speaker": "A", "text": "Walauwe. So bila masuk ni?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 16, "speaker": "B", "text": "Entah. Next month maybe.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Next month? Raya dah habis lah next month! Nak bayar baju raya apa?", "features": {"interjection": false, "colloquial": ["dah", "lah", "nak"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah", "nak"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Aku dah janji kat anak nak bawa Sunway Lepak. Kena cancel lah ni.", "features": {"interjection": true, "colloquial": ["dah", "kat", "lah", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "lah", "nak", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Takpe lah, buat je simple-simple. Yang penting sempat raya.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 21, "speaker": "A", "text": "Senang cakap Siti. Budak-budak tu dah tau ada duit bonus.", "features": {"interjection": false, "colloquial": ["dah", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "tau", "dah"], "stage1_colloquial": ["dah", "tau", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Kau tahu tak, aku almost nak beli TV baru. Aku dah add cart dah tu.", "features": {"interjection": false, "colloquial": ["dah", "nak", "tahu", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu", "dah"], "stage1_colloquial": ["dah", "nak", "tahu", "tak", "tu"]}, {"turn_id": 24, "speaker": "B", "text": "Jangan lah beli dulu. Save je duit tu.", "features": {"interjection": false, "colloquial": ["je", "lah", "tu"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "advising", "emotion": {"primary": "understanding", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tu"]}, {"turn_id": 25, "speaker": "A", "text": "Aku tau. Tapi rasa frust gila... macam kena cheat.", "features": {"interjection": false, "colloquial": ["tau"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tau"]}, {"turn_id": 26, "speaker": "B", "text": "Oh ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Setiap hari OT sampai malam, macam ni balasannya.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": ["ni"]}, {"turn_id": 28, "speaker": "B", "text": "Aku faham. Aku pun sama. Penat gila handle client yang mengada ni.", "features": {"interjection": false, "colloquial": ["ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "pun"], "stage1_colloquial": ["ni", "pun"]}, {"turn_id": 29, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "B", "text": "Kadang-kadang aku fikir, worth it tak kerja ni?", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 31, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 32, "speaker": "B", "text": "Tuhan je tahu. Tapi tak boleh quit, duit nak bayar bil.", "features": {"interjection": true, "colloquial": ["je", "nak", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tahu", "je", "je"], "stage1_colloquial": ["je", "nak", "tahu", "tak"]}, {"turn_id": 33, "speaker": "A", "text": "Haa. Memang terperangkap.", "features": {"interjection": false, "colloquial": ["haa", "memang"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["haa", "memang"]}, {"turn_id": 34, "speaker": "B", "text": "Ok lah, jangan fikir sangat. Makan nasi campur je hari ni. Jimat sikit.", "features": {"interjection": false, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 35, "speaker": "A", "text": "Haha. Ikut je lah. Nasib baik mamak kaki lima murah sikit.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 36, "speaker": "B", "text": "Betul tu. Jom, masuk meeting jap. Meeting boss ni lagi satu stress.", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "determined", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 37, "speaker": "A", "text": "Ok. Jom lepak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:08:31.524610Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 37, "estimated_duration_seconds": 185, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 19, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
37
malay_conv_d1ae2a
casual
{ "keywords": [ "physiotherapy", "kat", "Penang" ], "primary": "physiotherapy", "secondary": "physiotherapy kat Penang" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau takde appointment physio ke minggu ni? Badan aku ni cramp macam sial.", "features": {"interjection": true, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Ada, esok kat Gurney tu.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 4, "speaker": "B", "text": "Kau nak ikut sekali? Kitorang boleh cari therapist lain untuk you.", "features": {"interjection": true, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["nak"]}, {"turn_id": 5, "speaker": "A", "text": "Bagus je idea tu. Tapi tempat tu mahal tak? Scared la pocket tak boleh masuk.", "features": {"interjection": true, "colloquial": ["je", "la", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "je", "je"], "stage1_colloquial": ["je", "la", "tak", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Biasalah, brand name sikit. Tapi worth it lah, service dia power.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 7, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Kalau tak nak mahal sangat, pergi Penang Medical Centre sana ada physio department gak.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 9, "speaker": "A", "text": "PMC tu? Jauh sikit dari office nanti.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Aku penah pergi satu center kat Island Plaza, murah gila tapi ramai orang gila.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["kat"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Kena booking awal kalau nak, kalau tak senyap je duduk tunggu.", "features": {"interjection": false, "colloquial": ["je", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["je", "nak", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Walahau, takmau lah aku tunggu lama-lama. Not my vibe.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "disagreeing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 15, "speaker": "A", "text": "Haha, true. Kau yang baguskan Gurney tu? Let's try sana lah esok.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Okay, bagi detail number aku nanti I text therapist tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 17, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Ya, dia okay je. Asal jangan complaint sakit masa dia tekan tu ok dah.", "features": {"interjection": false, "colloquial": ["dah", "je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Alah, tak perlah tu. Aku tabah lah.", "features": {"interjection": false, "colloquial": ["lah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tak", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T05:08:57.413418Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_cf99f9
casual
{ "keywords": [ "marriage", "pressurepaling", "best" ], "primary": "marriage", "secondary": "marriage pressurepaling best" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Bro, kau tahu tak my mak semalam tanya soalan yang sama lagi.", "features": {"interjection": false, "colloquial": ["tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Soalan 'bila nak kahwin' tu?", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "La, apa lagi. Best gila kan pressure macam ni?", "features": {"interjection": false, "colloquial": ["kan", "la", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "la"], "stage1_colloquial": ["kan", "la", "ni"]}, {"turn_id": 4, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Ya, she kata tengok cousin kita dah beranak dua, saya masih single lagi. Nak mampus tekanan.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Kau tak la kot sebab dah engaged. Saya ni 'lepaking' sendiri.", "features": {"interjection": false, "colloquial": ["dah", "kot", "la", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah"], "stage1_colloquial": ["dah", "kot", "la", "ni", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Oh, alah mak dia risau je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 9, "speaker": "A", "text": "Risau sampai nak introduce ngan jiran punya anak. I tell you, worth it lah tunggu.", "features": {"interjection": false, "colloquial": ["lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["lah", "nak"]}, {"turn_id": 10, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Bukan main, budak tu habis study nak keje pun tak sure. At least saya stable gila sikit.", "features": {"interjection": false, "colloquial": ["nak", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Ish, tak pe lah. Biar dia call meeting family lagi nanti. Sure headache.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Haha, sabar je bro.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 15, "speaker": "A", "text": "Harap lah cepat jumpa orang, kalau tak asyik kena marah je.", "features": {"interjection": false, "colloquial": ["je", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Kau pun jangan senyum, bila dah kawin nanti kena tanya 'bila nak baby' pulak.", "features": {"interjection": false, "colloquial": ["dah", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah", "pun"], "stage1_colloquial": ["dah", "nak", "pun"]}, {"turn_id": 18, "speaker": "B", "text": "Ya ampun, jangan kasi!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:09:31.760205Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_b9cda0
casual
{ "keywords": [ "nak", "resign", "tapi" ], "primary": "nak", "secondary": "nak resign tapi takut" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, aku tengah fikir nak resign ni tau.", "features": {"interjection": true, "colloquial": ["nak", "ni", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tau"], "stage1_colloquial": ["nak", "ni", "tau"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Haa. Penat gila weh, workplace toxic macam sial.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["haa"]}, {"turn_id": 4, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Tapi... scared la. Kalau tak dapat kerja lain macam mana kan?", "features": {"interjection": false, "colloquial": ["kan", "la", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kan", "la"], "stage1_colloquial": ["kan", "la", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Alah, jangan fikir macam tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Memang seram ok. Commitment tinggi, loan lagi berlambak.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "B", "text": "Kau dah apply kat tempat lain ke belum?", "features": {"interjection": false, "colloquial": ["dah", "kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["dah", "kat"]}, {"turn_id": 10, "speaker": "A", "text": "Dah scan market sikit, tapi tak berani click 'apply' lagi.", "features": {"interjection": false, "colloquial": ["dah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "tak"]}, {"turn_id": 11, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Cuba la try. Mana tau offer bagus, increment banyak.", "features": {"interjection": false, "colloquial": ["la", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "tau"], "stage1_colloquial": ["la", "tau"]}, {"turn_id": 13, "speaker": "A", "text": "Harap-harap rezeki. Kalau tak, better aku tengok-tengok dulu.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["tak"]}, {"turn_id": 14, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Dah la boss aku tu, mood swing tak tentu pasal. Stress gila!", "features": {"interjection": false, "colloquial": ["dah", "la", "pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "pasal", "dah"], "stage1_colloquial": ["dah", "la", "pasal", "tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Ya ampun.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "B", "text": "Takpe, jaga mental health utama. Kalau tak sihat, mana boleh kerja.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 18, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Ok lah, esok aku try update resume. Thanks weh support.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 20, "speaker": "B", "text": "Boleh lah! Semoga best of luck.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 21, "speaker": "A", "text": "Thanks geng.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:10:07.914295Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_8a0eb2
casual
{ "keywords": [ "buka", "puasa", "sama" ], "primary": "buka", "secondary": "buka puasa sama keluarga" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, esok plan buka puasa ngan family kat mana?", "features": {"interjection": true, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["kat"]}, {"turn_id": 2, "speaker": "B", "text": "Alaa, esok kita pegi Shah Alam je. Mak ajak buka kat Restoran Raya Kat luar tu.", "features": {"interjection": false, "colloquial": ["je", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Tu yang famous tu. Parking memang susah, tapi food dia power.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Haa, buffet style ke ala carte?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 6, "speaker": "B", "text": "Buffet style gila. Ada lamb rack, seafood, semua ada.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Betul. Mak dah booking awal bulan lagi. Kalau last minute, confirm full house.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["dah"]}, {"turn_id": 9, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 10, "speaker": "B", "text": "Kau ni apa, plan buka mana? Jom recommend sikit.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["ni"]}, {"turn_id": 11, "speaker": "A", "text": "Keluarga aku pergi kampung je tahun ni. Kat Seremban.", "features": {"interjection": false, "colloquial": ["je", "kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["je", "kat", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Oh, best tu! Balik kampung makan mak long masak kan.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Haa, tu lah. Rindu ikan bakar dia.", "features": {"interjection": false, "colloquial": ["haa", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["haa", "lah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Siap. Makan sambal belacan memang 'syok sendiri'.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 15, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "B", "text": "Tapi kat kampung traffic jalan raya tak berapa jam la kan?", "features": {"interjection": false, "colloquial": ["kan", "kat", "la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "kat"], "stage1_colloquial": ["kan", "kat", "la", "tak"]}, {"turn_id": 17, "speaker": "A", "text": "Jam gila babi. PLUS highway macam parking lot.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Yalah, balik kampung memang kena 'sabar' sikit.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 19, "speaker": "A", "text": "Lagipun family aku semua 'lepaking' je depan TV lepas makan.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["je"]}, {"turn_id": 20, "speaker": "B", "text": "Best gila tu. Vibe dia lain.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Esok kalau jalan tak jam, kita 'yamcha' lepas buka puasa?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 23, "speaker": "A", "text": "Boleh. Jom gi mamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Teh tarik kurang manis?", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Apahal, confirm. Nanti WhatsApp aku.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Okay boss.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:10:45.023824Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_17a653
casual
{ "keywords": [ "Accountant", "di", "audit" ], "primary": "Accountant", "secondary": "Accountant di audit firm" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak pasal junior aku tu? Baru masuk audit firm bulan lepas.", "features": {"interjection": true, "colloquial": ["pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Dia cakap office tu vibe dia lain macam. Scary gila tau, senior semua garang.", "features": {"interjection": false, "colloquial": ["tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "tau"], "stage1_colloquial": ["tau", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Haah. First day dia tu, terus kene 'fire'. Tak cukup tidur, otai orang audit padahal ni.", "features": {"interjection": false, "colloquial": ["ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tak", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Balik office subuh-subuh buta. Kerja sampai tengok macam mana KL pagi kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["kan"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Kau ingat dapat gaji besar senang ke? Mental health kena kuat.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 11, "speaker": "A", "text": "Client request benda last minute, siap tengah malam suruh hantar Vlookup tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Memang mengelabah abih. Tapi dia kata allowance OT tu lumayan gila, tu yang dia holding on.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Aku pun pening dia bertahan. Audit line memang 'not for the faint hearted'.", "features": {"interjection": false, "colloquial": ["memang", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["pun", "memang"], "stage1_colloquial": ["memang", "pun"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Kalau aku, dah lama tender resign. Nak jadi accountant pekedai pun jadilah.", "features": {"interjection": false, "colloquial": ["dah", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["dah", "pun"], "stage1_colloquial": ["dah", "nak", "pun"]}, {"turn_id": 18, "speaker": "B", "text": "Ha ha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Gila ka apa. Balance life takde, semua balance dalam balance sheet je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 20, "speaker": "B", "text": "Memang la.", "features": {"interjection": false, "colloquial": ["la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "memang"], "stage1_colloquial": ["la", "memang"]}]
{"generated_at": "2026-01-26T05:11:15.447590Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_96aad0
casual
{ "keywords": [ "teh", "tarik", "Kaw" ], "primary": "teh", "secondary": "teh tarik Kaw" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau busy ke malam ni? Lapar gila aku ni.", "features": {"interjection": true, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Busy apa, baru habis meeting jer. Kenapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Jom mamak. Aku nak order Teh Tarik Kaw gila babi.", "features": {"interjection": true, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": ["nak"]}, {"turn_id": 4, "speaker": "B", "text": "Kaw lagi? Nanti kau tak boleh tidur nanti.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "warning", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 5, "speaker": "A", "text": "Tak pe lah, kena 'kick' sikit. Esok kerja slow jer.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Best gila kau tahu, kalau 'tarik' dia tu sempoi.", "features": {"interjection": false, "colloquial": ["tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Kau nak apa? Roti canai biasa ke murtabak?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 10, "speaker": "B", "text": "Aku tak lapar sangat, Maggi goreng je lah.", "features": {"interjection": false, "colloquial": ["je", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tak"]}, {"turn_id": 11, "speaker": "A", "text": "Maggi goreng mamak ni 'vibe' dia lain, kan?", "features": {"interjection": false, "colloquial": ["kan", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["kan", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Ada satu kedai dekat Section 13, tu power.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 14, "speaker": "B", "text": "Oh, kedai tu 'kat tepi jalan besar' tu?", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Yalah, tu dia. Crowded sikit tapi worth it lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Okay lah jom, pusing sekarang.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 17, "speaker": "A", "text": "Naik motor ke drive je?", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 18, "speaker": "B", "text": "Drive je, malas nak 'lepaking' panas-panas.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 19, "speaker": "A", "text": "Setuju. Aku 'move' kereta dulu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Dekat je tak?", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "Dekat, macam 10 minit je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 23, "speaker": "A", "text": "Okay, 'see you there'.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:11:43.096256Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 5, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_4a45d5
casual
{ "keywords": [ "tech", "layoff", "news" ], "primary": "tech", "secondary": "tech layoff news" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau baca berita tech ke ni? Lagi satu wave of layoffs lah.", "features": {"interjection": true, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yeah, gila kan. Companies gila nak *cut cost*.", "features": {"interjection": false, "colloquial": ["kan", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["kan", "nak"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "My friend kena juga semalam, *tech support* kena *let go* terus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "sympathetic", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Dia *shocked* gila, sebab hari tu boss baru bagi *bonus*.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Cakap pasal *restructuring*, tapi *staff* yang suffer.", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Kau tahu tak, market sekarang memang tak *stable*.", "features": {"interjection": false, "colloquial": ["memang", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tahu", "memang"], "stage1_colloquial": ["memang", "tahu", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Takpelah, kita *pray* yang terbaik lah kan.", "features": {"interjection": false, "colloquial": ["kan", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah"]}, {"turn_id": 14, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Nak makan ke tak? Jom *lepak* jap.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": ["nak", "tak"]}]
{"generated_at": "2026-01-26T05:12:00.816798Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 15, "estimated_duration_seconds": 75, "complexity": "low", "naturalness_score": 1.0, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 4, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
15
malay_conv_ca7c0c
casual
{ "keywords": [ "body", "image", "struggles" ], "primary": "body", "secondary": "body image struggles" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, kau nampak tak gambar reunion sekolah tadi?", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 2, "speaker": "B", "text": "Nampak, aku pun terbaca kat WhatsApp group.", "features": {"interjection": false, "colloquial": ["kat", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["kat", "pun"], "stage1_colloquial": ["kat", "pun"]}, {"turn_id": 3, "speaker": "A", "text": "Aku rasa nak skip tu, seriously. Bila tengok cermin je rasa insecure.", "features": {"interjection": false, "colloquial": ["je", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Serious. Fuh, berat badan ni naik gila babi. Dulu masa Form 5 okay lagi, sekarang nampak macam 'preggy' dua bulan.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["ni"]}, {"turn_id": 6, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Kau tak rasa camtu ke? Aku selalu compare badan aku ngan kawan-kawan lain. Depa semua nampak fit and fresh.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Dah la kerja office ni, duduk je depan laptop. Makan pun tak terjaga. Stress gila weh.", "features": {"interjection": false, "colloquial": ["dah", "je", "la", "ni", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "je", "dah", "pun", "je"], "stage1_colloquial": ["dah", "je", "la", "ni", "pun", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Betul tu. Office life memang 'toxic' untuk badan.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Kau camne? Kau okay ke dengan diri kau sekarang?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Aku? Honestly, ada hari tu aku tak suka tengok badan aku.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Ha. Aku rasa 'chubby' sikit. Bila pakai baju ketat, rasa tak yah.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 15, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "B", "text": "Tapi dah la, aku try accept je. Dulu selalu gym tapi sekarang busy, tak sempat.", "features": {"interjection": false, "colloquial": ["dah", "je", "la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "la", "tak"]}, {"turn_id": 17, "speaker": "A", "text": "Kau pernah try intermittent fasting ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Ya, pernah. tapi tak leh nak tahan lama. Aku lapar gila, pengsan nak pengsan.", "features": {"interjection": true, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Ha ah, same. Aku try pun, tapi mood naik angin je bila lapar.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 20, "speaker": "B", "text": "Kau tengok 'netflix' tu Docu 'The Social Dilemma' tak?", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 21, "speaker": "A", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 22, "speaker": "B", "text": "Bukan tu, yang pasal diet culture. Aku lupa tajuk. Tapi point dia, jangan terlalu obsess dengan figure orang.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Betul tu. Asalkan sihat dan happy, tu yang paling 'worth it'.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 25, "speaker": "A", "text": "Kau memang positive gila lah. Inspiring weh.", "features": {"interjection": false, "colloquial": ["lah", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "happy", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["lah", "memang"], "stage1_colloquial": ["lah", "memang"]}, {"turn_id": 26, "speaker": "B", "text": "Alah, bukan positive, tapi penat je nak risau pasal benda tu. Ada banyak lagi 'life struggle' lain.", "features": {"interjection": false, "colloquial": ["je", "nak", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal", "je", "je"], "stage1_colloquial": ["je", "nak", "pasal", "tu"]}, {"turn_id": 27, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 28, "speaker": "B", "text": "Next time kita jogging together lah, maybe lepas kerja. Boleh 'lepaking' sikit.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 29, "speaker": "A", "text": "Okay, set. Tapi jangan laju-laju, aku baru start.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:43:52.848370Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 29, "estimated_duration_seconds": 145, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
29
malay_conv_570c82
casual
{ "keywords": [ "chatbot", "useless" ], "primary": "chatbot", "secondary": "chatbot useless" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Aku baru nak teruskan subscription bank tu, tapi... aiya, tension gila lah.", "features": {"interjection": false, "colloquial": ["lah", "nak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "nak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Kenapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Website dia down. Aku cuba login, tak leh. So aku try chat dengan virtual assistant dia tu.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": " useless gila. Aku tanya 'why I cannot login?', dia jawab 'let me help you with your credit card application'.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Ya Allah. Aku dah cakap clear, 'Login issue', bukan nak apply card.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Bukan sekali dua. Aku try keyword lain, 'reset password', dia pula bagi link kat page FAQ yang tak related langsung.", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Last-last aku rasa macam... bodoh lah bercakap dengan robot.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Diorang kata nak memudahkan urusan, efficiency, AI ini itu.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["nak"]}, {"turn_id": 14, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Tapi realitinya, aku spend 20 minit main teka-teki dengan chatbot tu, dari aku boleh call operator dulu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Lagipun... aku rasa diorang pakai AI ni sebab nak jimat cost, bukan nak bagi servis bagus.", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 18, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kalau kita marah, robot tak faham pun feelings kita. Kita bebel je kat lubang.", "features": {"interjection": false, "colloquial": ["je", "kat", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat", "je", "pun", "je"], "stage1_colloquial": ["je", "kat", "pun", "tak"]}, {"turn_id": 20, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Masaalah sekarang, manusia dah susah nak jumpa. Nak talk human, kena tekan banyak button.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 22, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 23, "speaker": "A", "text": "Press 1 for billing, press 2 for technical... lepas tu kena tunggu lagu piano sampai kau tertidur.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 24, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 25, "speaker": "A", "text": "Dulu, kita boleh je call, terus jumpa operator. Settle dalam 5 minit.", "features": {"interjection": true, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 26, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 27, "speaker": "A", "text": "Sekarang ni... technology advanced, tapi service dia makin mengarut.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "tense", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 28, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Serious. Aku rasa diorang treat customer macam... barang je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 30, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 31, "speaker": "A", "text": "Aku malas nak layan dah. Asalkan settle, aku okay.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 32, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Maybe aku yang dah tua, tak faham style millenial ni.", "features": {"interjection": false, "colloquial": ["dah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "dah"], "stage1_colloquial": ["dah", "ni", "tak"]}, {"turn_id": 34, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 35, "speaker": "A", "text": "Tapi kalau aku jadi boss syarikat tu, aku tak akan bagi customer stress pasal hal benda remeh.", "features": {"interjection": false, "colloquial": ["pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tak", "tu"]}, {"turn_id": 36, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Okay lah, jom pergi makan. Aku lapar gila dah nak mengamuk ni.", "features": {"interjection": false, "colloquial": ["dah", "lah", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "dah"], "stage1_colloquial": ["dah", "lah", "nak", "ni"]}, {"turn_id": 38, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 39, "speaker": "A", "text": "Nasi campur Aiman?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 40, "speaker": "B", "text": "Jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:45:21.262223Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 40, "estimated_duration_seconds": 200, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 13, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
40
malay_conv_c5b66c
casual
{ "keywords": [ "ERP", "system", "implementation" ], "primary": "ERP", "secondary": "ERP system implementation untuk manufacturing" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, kau dengar tak rumor kat office tu?", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Apa rumor?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Bapak bos tu nak implement... apa tu... ERP system. Untuk manufacturing line kita.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Serius?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Haa. Bukan main main. Dia nak upgrade kan everything.", "features": {"interjection": false, "colloquial": ["haa", "kan", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan"], "stage1_colloquial": ["haa", "kan", "nak"]}, {"turn_id": 6, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Kau tau sendiri la status line kita sekarang. Macam mana nak integrate data real-time tu?", "features": {"interjection": false, "colloquial": ["la", "nak", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "tau"], "stage1_colloquial": ["la", "nak", "tau", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Operator kat bawah tu, banyak yang old school. Nak suruh tekan skrin pun dia naik angin, inilah nak suruh key-in inventory guna sistem baru.", "features": {"interjection": true, "colloquial": ["kat", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "pun"], "stage1_colloquial": ["kat", "nak", "pun", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Lagipun infrastructure kita tu... so so je. Internet kadang-kadang 'lepaking' tak boleh pakai.", "features": {"interjection": true, "colloquial": ["je", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 13, "speaker": "A", "text": "Aku dah check vendor tu. Bajet dia... gila.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Mahal sangat?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Jutaan wei. Kalau fail, kita semua kena 'realign'... atau dalam bahasa kasar, retrenched.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "fearful", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "fearful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Tapi... aku nampak potential dia gak. Sebenarnya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Mm?", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Imagine lah, bila production planning tu auto connect dengan supplier. Bila stock raw material habis, system dia sendiri order.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Best gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Kita takyah penat datang awal pagi check Excel file yang 'corrupt' sana sini. Deadline delay boleh kurang.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Haa, tu aku suka. Banyak kerja kurang.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Tapi problem utamanya adalah... people. Budak-budak accounting tu dah set mindset dia yang Excel tu 'god'.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 24, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Training dia pun mesti solid. Kalau setengah faham je, nanti data masuk jadi 'goreng pisang'.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 26, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 27, "speaker": "A", "text": "Aku rasa... kena buat demo dulu. Jangan terus 'go live'. Show them the 'vibe' and the benefit.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Bagus tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 29, "speaker": "A", "text": "Kalau depa nampak reporting dia senang, maybe depa okay. Nak buat pivot table dalam ERP tu kan senang...", "features": {"interjection": false, "colloquial": ["kan", "nak", "tu"], "backchannel": false, "pause": true, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "nak", "tu"]}, {"turn_id": 30, "speaker": "B", "text": "Laju kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 31, "speaker": "A", "text": "Laju gila. Satu klik je. Aku plan nak propose kat boss esok, we do 'sandbox' environment dulu. Test run dua bulan.", "features": {"interjection": false, "colloquial": ["je", "kat", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nak"]}, {"turn_id": 32, "speaker": "B", "text": "Worth it lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 33, "speaker": "A", "text": "Risik masih ada, tapi lebih terkawal. Kalau sesat, we can rollback anytime. 'Sediakan payung sebelum hujan', kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["kan"]}, {"turn_id": 34, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "backchannel", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": "Harap-harap boss dengar. Kalau tak... jangan salahkan aku kalau nanti office jadi 'zombie apocalypse' sebab system crash.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 36, "speaker": "B", "text": "Haha. Good luck bossku.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:51:25.414139Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 36, "estimated_duration_seconds": 180, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 15, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
36
malay_conv_c1534c
casual
{ "keywords": [ "music", "local", "scene" ], "primary": "music", "secondary": "music local scene" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau pergi gig hari tu kat Merdeka Square tak? Indie band yang buka tu, gila babas.", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Mana ada aku pergi, malas nak jam.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.2}, "stage1_colloquial": ["nak"]}, {"turn_id": 3, "speaker": "A", "text": "Alah, rugi tau. Vibe dia lain macam sikit, ramai mat salleh pun datang.", "features": {"interjection": true, "colloquial": ["pun", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tau", "pun"], "stage1_colloquial": ["pun", "tau"]}, {"turn_id": 4, "speaker": "B", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Serious! Bila mereka start main lagu kedua, semua orang start headbanging.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Sound system dia okay lagi, takdak distorted macam gig tempat lain tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi aku tengok some local indie ni still takde 'identity' lah, lagu macam copy-paste Western bands.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 10, "speaker": "B", "text": "Setuju gila. Kadang-kadang rasa macam dengar lagu lama je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 11, "speaker": "A", "text": "Kau tengok Yuna tu, dia ada style sendiri, tu yang 'marketable'.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Ni fresh grad nak cari fame jangan je gitar main chords Em-C-G-D tu.", "features": {"interjection": false, "colloquial": ["je", "nak", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "je", "je"], "stage1_colloquial": ["je", "nak", "ni", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Memang bosan lah.", "features": {"interjection": false, "colloquial": ["lah", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "bored", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "memang"], "stage1_colloquial": ["lah", "memang"]}, {"turn_id": 15, "speaker": "A", "text": "Ada satu band tu masuk rap dalam lagu rock, tu interesting sikit.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Ha nama band apa ek... lupa, tapi flow dia macam 'fa la pa' tu worth it lah dengar.", "features": {"interjection": false, "colloquial": ["la", "lah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "la"], "stage1_colloquial": ["la", "lah", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Aku send kat WhatsApp nanti, kau check lepastu bagitahu review.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["kat"]}, {"turn_id": 20, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T05:51:46.442074Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_e40b77
casual
{ "keywords": [ "smart", "home", "devices" ], "primary": "smart", "secondary": "smart home devices kat KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, dah lama tak jumpa. Rumah dah upgrade jadi smart home ke belum tu?", "features": {"interjection": true, "colloquial": ["dah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa? Ala, biasalah gaji KL ni, cukup makan je.", "features": {"interjection": false, "colloquial": ["haa", "je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["haa", "je", "ni"]}, {"turn_id": 3, "speaker": "A", "text": "Serious? Tapi banyak sale kat Lazada tu, murah gila. Kau tak tergoda?", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Aku baru je beli smart bulb, pastu auto on time malam. Vibe dia macam hotel.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": ["je"]}, {"turn_id": 6, "speaker": "B", "text": "Best gila ke tak lemah semangat nak set-up?", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 7, "speaker": "A", "text": "Senang je, connect wifi je terus jalan. Takyah beli mahal-mahal, yang brand China pun ok.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 8, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Kalau aircond pulak, kau pakai IR blaster ke yang wifi enabled?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Aku pakai remote biasa lagi. Malas nak install ekstra benda, nanti rosak pulak.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 11, "speaker": "A", "text": "Trust me, worth it lah. Boleh on kan aircond masa jalan balik keje, waktu sampai rumah dah sejuk.", "features": {"interjection": true, "colloquial": ["dah", "kan", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kan", "lah", "dah"], "stage1_colloquial": ["dah", "kan", "lah"]}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Dah la sekarang ni panas gila KL, takde aircond memang tak boleh tido.", "features": {"interjection": true, "colloquial": ["dah", "la", "memang", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah", "memang"], "stage1_colloquial": ["dah", "la", "memang", "ni", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Betul tu. Bil api naik naik ni, takut pulak guna aircond 24 jam.", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Ni yang best pasal smart plug ni, kita boleh monitor usage electricity.", "features": {"interjection": true, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 16, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 17, "speaker": "A", "text": "Yeap, bila dia exceed certain watt, auto terus off. Jimat gila weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Alamak, camtu ok gak. Kau bagi link kat Shopee ke?", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "interested", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 19, "speaker": "A", "text": "Nanti aku forward. Jangan lupa install app dia tu lah dulu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Ok, setelah aku consider.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Bagus. Kau try satu dua device dulu, nanti addict mau beli semua.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Haha, tak boleh ah, poket koyak nanti.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 23, "speaker": "A", "text": "Ok lah, aku nak pergi meeting ni. Catch you later!", "features": {"interjection": false, "colloquial": ["lah", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah", "nak", "ni"]}, {"turn_id": 24, "speaker": "B", "text": "Bye!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:52:35.859476Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_213396
casual
{ "keywords": [ "public", "transport" ], "primary": "public", "secondary": "public transport" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Hari ni traffic memang gila babi dekat LDP. Aku drive, satu jam baru gerak sikit.", "features": {"interjection": false, "colloquial": ["memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Ya la, jam macam tu. Kadang-kadang rasa penat juga la drive hari-hari.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Betul tu. Tu la sebab aku ubah minda, sekarang ni lebih suka naik MRT je.", "features": {"interjection": false, "colloquial": ["je", "la", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "la", "je", "je"], "stage1_colloquial": ["je", "la", "ni", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Oh? Best ke MRT tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 6, "speaker": "B", "text": "Best gila bro. Tak perlu pening kepala cari parking, takde stress dengan driver gila.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": ["tak"]}, {"turn_id": 7, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 8, "speaker": "B", "text": "Lagipun sekarang Touch 'n Go Wallet seamless, balance auto deduct, senang.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Tapi kena beratur kan? Kalau morning rush hour, confirm padat murtabad.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["kan"]}, {"turn_id": 10, "speaker": "B", "text": "Adalah la, tapi worth it sebab we can just lepaking and scrolling TikTok.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "stage1_colloquial": ["la"]}, {"turn_id": 11, "speaker": "A", "text": "Haha, betul tu. Drive tak boleh tengok phone, nanti kena saman.", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Exactly. Aku rasa public transport vibe dia sekarang lagi better.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi kan, kalau hujan lebat tu, how la?", "features": {"interjection": false, "colloquial": ["kan", "la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "la"], "stage1_colloquial": ["kan", "la", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "B", "text": "Tu la downside dia. Kena standby umbrella, or takut basik lalu splashing air.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 16, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Last time aku naik LRT, air cond sangat dingin sampai menggigil. Baju pun basah.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["pun"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "B", "text": "Kadang-kadang temperature dia freezing gila. Aku selalu bawa jacket labuh.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "A", "text": "Kalau petrol harga naik lagi ni, memang aku terpaksa la consider naik train.", "features": {"interjection": false, "colloquial": ["la", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "memang"], "stage1_colloquial": ["la", "memang", "ni"]}, {"turn_id": 21, "speaker": "B", "text": "Ha, bagus tu. Jimat duit, jimat masa, kurang stress.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 22, "speaker": "A", "text": "Okaylah, esok aku try MRT dari Seksyen 16 pergi KLCC.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 24, "speaker": "A", "text": "Esok aku ada meeting dekat sana, nak test la route baru.", "features": {"interjection": false, "colloquial": ["la", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["la", "nak"]}, {"turn_id": 25, "speaker": "B", "text": "Okay bagus. Bagitau aku macam mana experience kau nanti.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "A", "text": "Sure thing.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "B", "text": "Semoga tak jam la hari tu.", "features": {"interjection": false, "colloquial": ["la", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tak", "tu"]}]
{"generated_at": "2026-01-26T05:53:12.691874Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 27, "estimated_duration_seconds": 135, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
27
malay_conv_9327a0
casual
{ "keywords": [ "rumah", "teres", "di" ], "primary": "rumah", "secondary": "rumah teres di Shah Alam 2 tingkat" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tak plan nak beli rumah sendiri ke? Sekarang ni property market okay sikit.", "features": {"interjection": true, "colloquial": ["nak", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["nak", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haah.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Aku tengah survey area Shah Alam, seksyen U sana, dua tingkat, terraced house.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Lokasinya strategik. Dekat highway, dekat LRT station lagi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Tapi bila aku check the price... huooo.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Mahal?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Lima ratus ribu lebih untuk intermediate lot, Siti. Duit aku... tak cukup lah.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Aku kira gaji aku ni dah secure, boleh la apply bank. Tapi after denda... oh my god.", "features": {"interjection": true, "colloquial": ["dah", "la", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah"], "stage1_colloquial": ["dah", "la", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Bank reject, sebab commitment aku lain-lain lagi. Kredit kad la, kereta la.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": ["la"]}, {"turn_id": 14, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Rasa macam... aku memang tak boleh nak own rumah ni. Macam sia-sia je aku saving.", "features": {"interjection": true, "colloquial": ["je", "memang", "nak", "ni", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "memang", "je"], "stage1_colloquial": ["je", "memang", "nak", "ni", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Kau tahu tak, Budi semalam bagitahu dia dapat corner lot murah? Aku cemburu gila.", "features": {"interjection": false, "colloquial": ["tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Yeap. Rumah Shah Alam jugak. Dia ada 'connection' with the agent tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 20, "speaker": "B", "text": "Hmph.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Aku rasa rezeki aku lain kot. Mungkin aku lebih sesuai tinggal apartment je.", "features": {"interjection": false, "colloquial": ["je", "kot"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.6}, "stage1_colloquial": ["je", "kot"]}, {"turn_id": 22, "speaker": "B", "text": "Tak salah.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["tak"]}, {"turn_id": 23, "speaker": "A", "text": "Tapi Siti, nak set up family nampak tak ideal dalam apartment. Maid room tak ada, parking susah.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 24, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Aku stress gila pikir ni. Every night before tidur, aku kira-kira dalam kepala.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 26, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Macam mana kau handle? Kau okay je je kehidupan kau.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "questioning", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 28, "speaker": "B", "text": "Aku...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Kau tak fikir pasal future?", "features": {"interjection": false, "colloquial": ["pasal", "tak"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal", "tak"]}, {"turn_id": 30, "speaker": "B", "text": "Fikir. Tapi tak sampai... macam kau.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 31, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 32, "speaker": "B", "text": "Maybe kau tengok rumah lain dulu. Shah Alam tak boleh, try Puncak Alam?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 33, "speaker": "A", "text": "Puncak Alam? Terlalu jauh lah. Jam mintak ampun.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 34, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 35, "speaker": "A", "text": "Aku rasa... aku kena berkorban je lah. Flat mampu milik, maybe.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 36, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 37, "speaker": "A", "text": "Asalkan halal dan ada roof atas kepala, tu yang paling penting kan?", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 38, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 39, "speaker": "A", "text": "Aku stop membebel pasal terrace house Shah Alam tu. Itu bukan rezeki aku lagi.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "resigned", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 40, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 41, "speaker": "A", "text": "Thanks Siti, sudi dengar luah hati ni. Rasa lega sikit.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 42, "speaker": "B", "text": "Same-same.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:54:29.657015Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 42, "estimated_duration_seconds": 210, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
42
malay_conv_acbd66
casual
{ "keywords": [ "cloud", "migration", "strategy" ], "primary": "cloud", "secondary": "cloud migration strategy untuk SMEterbaru" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak pasal 'cloud migration' strategy yang ramai SME orang kata 'worth it' tu?", "features": {"interjection": true, "colloquial": ["pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Ahmad", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yes, boss company kau tu planning nak pindah everything ke cloud, tak?", "features": {"interjection": false, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Serius? Alahai, maintenance server kat office tu penat tau, downtime selalu je.", "features": {"interjection": false, "colloquial": ["je", "kat", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "tau", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "tau", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Kalau dah migrate tu nampak macam senang sikit, boleh 'lepaking' je monitor dari mana-mana.", "features": {"interjection": true, "colloquial": ["dah", "je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi kena 'strategize' betul-betul, kalau 'terbeli' package mahal tak 'worth it' lah.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "warning", "emotion": {"primary": "worried", "intensity": 0.3}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Meh kau 'check' dulu 'cost' dia, mana tahu boleh 'jimat' lebih dari expecting kau tu.", "features": {"interjection": true, "colloquial": ["tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Apa lu fikir? Nak cuba 'hybrid' dulu ke terus 'full cloud'?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["nak"]}, {"turn_id": 14, "speaker": "B", "text": "Tak tahu lah.", "features": {"interjection": false, "colloquial": ["lah", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["lah", "tahu"], "stage1_colloquial": ["lah", "tahu", "tak"]}, {"turn_id": 15, "speaker": "A", "text": "'Vibe' kan security dia memang tight, tak payah risau very much pasal data lost.", "features": {"interjection": false, "colloquial": ["kan", "memang", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "pasal", "memang"], "stage1_colloquial": ["kan", "memang", "pasal", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Lagipun kalau 'team' nak remote working, senang je 'access' semua benda.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 18, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Yeah, memang best gila, tak perlu 'rush' balik office kalu ada emergency.", "features": {"interjection": false, "colloquial": ["memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "tak"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "Esok kita 'discuss' dengan 'vendor' tu, 'okay'?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 22, "speaker": "B", "text": "Boleh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:55:15.559067Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_0f2182
casual
{ "keywords": [ "roti", "canai", "butter" ], "primary": "roti", "secondary": "roti canai butter kat KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Siang ni kau kat mana? Aku tengah lepak mamak depan KLCC ni. Order roti canai butter.", "features": {"interjection": false, "colloquial": ["kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["kat", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Alah, tempat biasa kita duduk waktu final sem dulu. Kau ingat tak?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Sekarang harga dah naik gila. Roti canai kosong mahal, inikan pula butter.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["dah"]}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Tapi korang, rasa dia lain. Bukan main butter biasa tu. I think dia guna butter gilt or something, sangat lemak dan wangi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Serious. Bila kau gaul dengan kuah dalca kambing ni, memang worth it lah wang ringgit kita keluar.", "features": {"interjection": false, "colloquial": ["lah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "ni"]}, {"turn_id": 10, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Ya ampun Siti, aku tak tipu kau. Aku pun surprise sebab first time aku try version butter kat sini.", "features": {"interjection": false, "colloquial": ["kat", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat", "pun"], "stage1_colloquial": ["kat", "pun", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Sebab tu tadi aku terus call kau. Aku rasa kau suka. Kau kan suka makanan berlemak macam ni.", "features": {"interjection": false, "colloquial": ["kan", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan"], "stage1_colloquial": ["kan", "ni", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Lain kali lepas kerja kita gi sama-sama. Okay?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Siti? Kau still kat sana?", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["kat"]}, {"turn_id": 18, "speaker": "B", "text": "Dengar.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kenapa senyap je? Aku cakap pasal roti canai je pun.", "features": {"interjection": false, "colloquial": ["je", "pasal", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["pasal", "je", "pun", "je"], "stage1_colloquial": ["je", "pasal", "pun"]}, {"turn_id": 20, "speaker": "B", "text": "Bukan pasal roti Ahmad.", "features": {"interjection": false, "colloquial": ["pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["pasal"]}, {"turn_id": 21, "speaker": "A", "text": "Apa lagi? Kau okay tak? Meeting tadi tak jadi?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 22, "speaker": "B", "text": "Meeting jadi. Presentation semua okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Then? Kenapa vibe kau macam... flat?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Ahmad, stop lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["lah"]}, {"turn_id": 25, "speaker": "A", "text": "Stop apa? Aku ajak kau makan je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 26, "speaker": "B", "text": "Kau asyik ajak aku makan kat tempat dulu-dulu.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["kat"]}, {"turn_id": 27, "speaker": "A", "text": "Sebab sedap.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Bukan itu aku maksudkan. Kau faham tak apa aku cakap?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["tak"]}, {"turn_id": 29, "speaker": "A", "text": "Mm-hmm...", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 30, "speaker": "B", "text": "Kau rasa senang ke aku lupakan semua bila kau ajak gi tempat... tempat kenangan kita?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Aku... aku tak terfikir sampai tahap tu. I just want us to be friends again, makan macam dulu.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 32, "speaker": "B", "text": "Friends?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Ya. Roti canai butter ni senang je. Takde emotional attachment. Sedap, makan. End of story.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 34, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": "Kalau kau tak comfortable, takpe. Aku pergi sorang.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 36, "speaker": "B", "text": "Tunggu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 38, "speaker": "B", "text": "Roti canai butter tu... pedas tak kuah dia?", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 39, "speaker": "A", "text": "Tak. Sedap sikit. Ada hint santan.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 40, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 41, "speaker": "A", "text": "Maksud kau...?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 42, "speaker": "B", "text": "Gi tapau untuk aku dua. Aku nak balik kejap.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 43, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 44, "speaker": "B", "text": "Ya. Jangan bagi sejuk nanti.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 45, "speaker": "A", "text": "Baik boss. Nanti we belanja kau teh tarik kau.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 46, "speaker": "B", "text": "Chow.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:56:44.035890Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 46, "estimated_duration_seconds": 230, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
46
malay_conv_849d0f
casual
{ "keywords": [ "festival", "filem", "Malaysia" ], "primary": "festival", "secondary": "festival filem Malaysia" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tengok trailer filem 'Polis Evo 3' belum?", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Cincai lah. Best gila action dia! Rasa mau pegang festival filem Malaysia tahun ni confirm.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 4, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Apa 'Mm-hmm' lah? Kau macam tak excited pun.", "features": {"interjection": false, "colloquial": ["lah", "mm", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "pun"], "stage1_colloquial": ["lah", "mm", "pun", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Bukan tak excited. Tahu lah Shaheizy tu acting dia mantap.", "features": {"interjection": false, "colloquial": ["lah", "tahu", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "tahu"], "stage1_colloquial": ["lah", "tahu", "tak", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Betul kan? Tapi festival tu bukan sekadar blockbuster je. Ada indie filem gak.", "features": {"interjection": false, "colloquial": ["je", "kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "je", "je"], "stage1_colloquial": ["je", "kan", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Ha last year aku tengok satu indie filem, 'Bunohan' style. Boleh tahan gak story dia.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Yalah! Boring sikit la part awal, tapi climax dia 'syok' gila. Deep sampaikan kau luahkan.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["la"]}, {"turn_id": 12, "speaker": "B", "text": "Ya ah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Ni tahun ada best awards ke untuk yang paling 'cringe'?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 14, "speaker": "B", "text": "Haha! Ada tu. Razzie awards Malaysian version.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 15, "speaker": "A", "text": "Alamak, nanti siapa kena 'kena' lah. Yang maki hamun dalam social media tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Tapi seriously, kita local film quality dah naik 'up' tau. CGI dah okay sikit.", "features": {"interjection": false, "colloquial": ["dah", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tau", "dah"], "stage1_colloquial": ["dah", "tau"]}, {"turn_id": 18, "speaker": "B", "text": "Setuju. Sometimes 'vibe' dia lagi authentic dari Hollywood.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Haa tu kan! Budak KL 'lepaking' mamak, tu kita recognize, kan?", "features": {"interjection": false, "colloquial": ["haa", "kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["haa", "kan", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "So, kau interested nak pergi gala premiere nanti?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 22, "speaker": "B", "text": "Kalau tiket free, why not? Kalau bayar macam mahal gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Haha, 'kedekut' nya kau. Takpelah, kita 'streaming' je kat rumah later.", "features": {"interjection": false, "colloquial": ["je", "kat", "nya"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nya"]}, {"turn_id": 24, "speaker": "B", "text": "Best idea.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T05:57:19.758948Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 24, "estimated_duration_seconds": 120, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
24
malay_conv_f23303
casual
{ "keywords": [ "luka", "dan", "jangkitanpaling" ], "primary": "luka", "secondary": "luka dan jangkitanpaling best" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Kau nampak tak lutut aku ni? Baru hari ni, lagi basah.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Ada sikit gatal tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Rasa macam... best juga rasanya bila luka tu kena udara.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Serious. Macam... macam kau terlepas satu beban berat.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi bila dia start... bila dia mula nanah tu... baru dia jadi 'infection' paling best.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Best? Nanah tu best?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Bukan best macam... happy. Best sebab dia real. Kau rasa sakit, kau tahu kau masih hidup.", "features": {"interjection": false, "colloquial": ["tahu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu"]}, {"turn_id": 10, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Kalau luka tu kena tapak kaki, kau tak boleh lari. Kau terpaksa berhenti.", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Masa tu... jangkitan tu dia ajar kau sabar. Tu yang aku maksudkan 'best'. Pengajaran dia tu yang... paling berharga.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 14, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Aku selalu lupa... aku selalu terus lari bila ada masalah. Macam nak lari dari kenaikan harga barang ni. Stress gila babi.", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 16, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Tapi bila luka nijangkiti... badan dia sendiri stop aku. Dia bagi signal, 'Eh Ahmad, relax lah'.", "features": {"interjection": true, "colloquial": ["lah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Dari situ aku belajar... kadang-kadang jangkitan tu perlu. Untuk detox.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 20, "speaker": "B", "text": "Detox?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Detox dari... semangat nak cepat kaya. Detox dari ego.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 22, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 23, "speaker": "A", "text": "Luka yang tak jangkitan tu senang je. Sapu Betadine, siap. Tapi yang 'best' tu yang datang serentak dengan masalah lain.", "features": {"interjection": false, "colloquial": ["je", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tak", "tu"]}, {"turn_id": 24, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Macam office hal. Boss marah, client komplain... tengok tu, luka jadi bengkak.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 26, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Serious. Stress turun imun system kan? Jangkitan senang masuk.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["kan"]}, {"turn_id": 28, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 29, "speaker": "A", "text": "Tu dia. Tu moment 'luka dan jangkitan paling best'. Sebab dia paksa kau hadap semua sekali.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 30, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Bila dia dah sembuh... rasa lega gila. Macam baru lahir.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.8}, "stage1_colloquial": ["dah"]}, {"turn_id": 32, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 33, "speaker": "A", "text": "Kau tahu tak, kadang-kadang kita kena biarkan dia... biarkan luka tu bernanah sikit.", "features": {"interjection": false, "colloquial": ["tahu", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tak", "tu"]}, {"turn_id": 34, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 35, "speaker": "A", "text": "Supaya dia keluarkan semua racun dalam. Baru bersih.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 36, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Proses tu sakit... gila. Tapi hasil dia? Worth it lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 38, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 39, "speaker": "A", "text": "Jadi next time kalau kau nampak ada luka... jangan takut sangat kalau dia jangkit.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 40, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 41, "speaker": "A", "text": "Anggap tu saja macam... satu vacation paksa untuk berhenti sekejap.", "features": {"interjection": false, "colloquial": ["saja", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "saja"], "stage1_colloquial": ["saja", "tu"]}, {"turn_id": 42, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 43, "speaker": "A", "text": "Lepas ni kita makan. Lapar gila aku fikir pasal nanah ni.", "features": {"interjection": false, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 44, "speaker": "B", "text": "Jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T07:34:07.030436Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 44, "estimated_duration_seconds": 220, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 16, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
44
malay_conv_2126b2
casual
{ "keywords": [ "teh", "tarik", "Kaw" ], "primary": "teh", "secondary": "teh tarik Kaw kat Selangor" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh, semalam aku gi Shah Alam, terjumpa kedai mamak yang teh tarik dia power gila, seriously kaw betul.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Nama kedai tu Kafe Mawar, dekat Section 7 tu, kau kena try la, flavour dia lain macam.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "I tell you, first sip je aku macam wah, rasa susu dia tebal tapi tak muak, worth it every penny.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.9}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Kau selalu kan complaint teh tarik kat sini takde 'kick', ni memang ada kick dia.", "features": {"interjection": true, "colloquial": ["kan", "kat", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "kat", "memang"], "stage1_colloquial": ["kan", "kat", "memang", "ni"]}, {"turn_id": 8, "speaker": "B", "text": "Ya lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 9, "speaker": "A", "text": "Nak bawak kau gi esok ke? Aku belanja je, vibe dia pun best, ada live bola malam-malam.", "features": {"interjection": false, "colloquial": ["je", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["je", "pun", "je"], "stage1_colloquial": ["je", "nak", "pun"]}, {"turn_id": 10, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Gi je la, lepaking situ best, takde jam sangat kalau balik lambat sikit.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 12, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi jangan order roti canai banyak-banyak nanti sakit perut, bagi fokus pada teh tarik tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 14, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Main-main je, order je apa kau nak, asalkan kau puas hati.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Nanti aku pickup kau kat bus stop pukul 8, jangan late ah.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}]
{"generated_at": "2026-01-26T07:39:10.041665Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 5, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_d868a1
casual
{ "keywords": [ "vaksinasi", "dan", "imunisasi" ], "primary": "vaksinasi", "secondary": "vaksinasi dan imunisasi" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, esok kau dah confirm pergi clinic bagus suntik tu flu vaccine ke belum?", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Dah booking slot pagi tadi, mana tau worth it lah kan.", "features": {"interjection": false, "colloquial": ["dah", "kan", "lah", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["kan", "lah", "tau", "dah"], "stage1_colloquial": ["dah", "kan", "lah", "tau"]}, {"turn_id": 3, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Lagipun office aku sekarang ni ramai yang sakit, takut kena jangkit plak.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 5, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 6, "speaker": "B", "text": "Dalam meeting tadi boss punya batuk tu, memang scary gila vibe dia.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Ya, sampai kena buat rapid test lagi ni esok.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.2}, "stage1_colloquial": ["ni"]}, {"turn_id": 9, "speaker": "A", "text": "Alamak, susah lah tu kerja.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Aku sendiri plan nak pergi ambil booster tu, tapi risau sikit sbb tangan saya senang bengkak.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Last time suntik demam panas, lengan sakit dua hari tak boleh angkat barang.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 14, "speaker": "B", "text": "Normal lah tu, immune system kita tengah fighting kan.", "features": {"interjection": false, "colloquial": ["kan", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "tu"]}, {"turn_id": 15, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Kau lepak je kejap, minum air banyak-banyak, confirm okay.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 17, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 18, "speaker": "B", "text": "Jangan lah overthinking, nanti stress lagi.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 19, "speaker": "A", "text": "Okay fine, esok aku ajak kau breakfast lepas habis suntik?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Boleh, nak makan nasi lemak!", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["nak"]}]
{"generated_at": "2026-01-26T07:39:19.370102Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 1.0, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_3c93ef
casual
{ "keywords": [ "work", "burnout", "dan" ], "primary": "work", "secondary": "work burnout dan exhaustion" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Lama dah tak update kau, Siti. Kau okay?", "features": {"interjection": false, "colloquial": ["dah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Okay... lebih kurang lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 3, "speaker": "A", "text": "Lever kurang? Kau nampak macam kena belasah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "concerned", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Boss kau bagi pressure lagi ke minggu ni?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["ni"]}, {"turn_id": 6, "speaker": "B", "text": "Bukan boss. Aku yang dah tak boyah.", "features": {"interjection": false, "colloquial": ["dah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "tak"]}, {"turn_id": 7, "speaker": "A", "text": "Tak boyah? Kenapa?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "concerned", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 8, "speaker": "B", "text": "Aku rasa... aku dah burnout, Ahmad. Serious.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["dah"]}, {"turn_id": 9, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Malam semalam aku sampai office pukul sepuluh. Balik pukul tiga pagi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "exhausted", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Walauwe. Projek apa tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "shocked", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Bukan projek pun. Just nak settle reporting je. Tapi data tu corrupted, kena buat balik dari scratch.", "features": {"interjection": false, "colloquial": ["je", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "pun", "je"], "stage1_colloquial": ["je", "nak", "pun", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "sympathetic", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Dalam kereta tadi, aku nangis.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.9}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "concerned", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Mm. Aku tak tahu nak gi mana. Aku takut gi office esok.", "features": {"interjection": false, "colloquial": ["mm", "nak", "tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "fearful", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["mm", "nak", "tahu", "tak"]}, {"turn_id": 17, "speaker": "A", "text": "Kau bagitau kat boss?", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 18, "speaker": "B", "text": "Dia? Dia nak deadline je. Dia tak kisah aku hidup atau mati.", "features": {"interjection": false, "colloquial": ["je", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resentful", "intensity": 0.9}, "stage1_colloquial": ["je", "nak", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Tu lah pasal corporate culture kita ni. Toxic gila babi.", "features": {"interjection": false, "colloquial": ["lah", "ni", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "pasal"], "stage1_colloquial": ["lah", "ni", "pasal", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "resigned", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Tapi kau kena jaga diri, Siti. Kalau kau collapse, siapa nak jaga?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "concerned", "intensity": 0.6}, "stage1_colloquial": ["nak"]}, {"turn_id": 22, "speaker": "B", "text": "Aku tahu. Tapi... commitment lah. Loan rumah, kereta.", "features": {"interjection": false, "colloquial": ["lah", "tahu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "trapped", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["lah", "tahu"], "stage1_colloquial": ["lah", "tahu"]}, {"turn_id": 23, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["mm"]}, {"turn_id": 24, "speaker": "B", "text": "Rasa macam nak resign je. Jiwa dah kering.", "features": {"interjection": true, "colloquial": ["dah", "je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "hopeless", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["je", "dah", "je"], "stage1_colloquial": ["dah", "je", "nak"]}, {"turn_id": 25, "speaker": "A", "text": "Resign memang senang cakap. Tapi nanti?", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "realistic", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 26, "speaker": "B", "text": "Haa. Tu pasal aku tensen gila ni.", "features": {"interjection": false, "colloquial": ["haa", "ni", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "pasal"], "stage1_colloquial": ["haa", "ni", "pasal", "tu"]}, {"turn_id": 27, "speaker": "A", "text": "Aku nampak kau dah tak tenang. Breathe lah dulu.", "features": {"interjection": false, "colloquial": ["dah", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "supportive", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah", "tak"]}, {"turn_id": 28, "speaker": "B", "text": "Aku cuba...", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Esok jangan pergi office. MC.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 30, "speaker": "B", "text": "Tak boleh, meeting dengan client.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "anxious", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 31, "speaker": "A", "text": "Pass kat team member lain. Ada orang lain kan?", "features": {"interjection": false, "colloquial": ["kan", "kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "logical", "intensity": 0.4}, "stage1_colloquial": ["kan", "kat"]}, {"turn_id": 32, "speaker": "B", "text": "Tak trust mereka. Aku nak sendiri.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "controlling", "intensity": 0.5}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 33, "speaker": "A", "text": "Nampak tak? Kau sendiri yang letak tu beban kat bahu kau.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "insightful", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 34, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "reflective", "intensity": 0.5}, "stage1_colloquial": ["mm"]}, {"turn_id": 35, "speaker": "A", "text": "Kau kena delegate. Kau tak superman.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "supportive", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 36, "speaker": "B", "text": "Maybe kau betul. Aku penat sebenarnya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Esok, gi office lewat sikit. Breakfast cantik-cantik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 38, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "relieved", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 39, "speaker": "A", "text": "Jangan lupa, work tu untuk hidup, hidup bukan untuk work.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "philosophical", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 40, "speaker": "B", "text": "Haa. Terima kasih, Ahmad.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "grateful", "intensity": 0.6}, "stage1_colloquial": ["haa"]}, {"turn_id": 41, "speaker": "A", "text": "Sama-sama. Jaga diri.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "warm", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 42, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T07:42:20.805905Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 42, "estimated_duration_seconds": 210, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 13, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
42
malay_conv_403b88
casual
{ "keywords": [ "intellectual", "property", "protection" ], "primary": "intellectual", "secondary": "intellectual property protection consulting" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau dengar tak pasal partner aku yang company kena hack data tu?", "features": {"interjection": false, "colloquial": ["pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Serius?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yes man, semua customer database dia kena copy, tapi yang paling teruk, idea produk baru dia tak da IP protection.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["tak"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak, bahaya gila tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 5, "speaker": "A", "text": "Memang tu, sekarang dia tengah cari consultant for intellectual property protection ni.", "features": {"interjection": false, "colloquial": ["memang", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "memang"], "stage1_colloquial": ["memang", "ni", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Kata nak secure branding dia, takut orang lain curik concept.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["nak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Tapi aku rasa mahal la gak consultant ni, budget dia ketat.", "features": {"interjection": false, "colloquial": ["la", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["la", "ni"]}, {"turn_id": 10, "speaker": "B", "text": "Memang mahal, tapi better kalau nak secure je.", "features": {"interjection": false, "colloquial": ["je", "memang", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["je", "memang", "je"], "stage1_colloquial": ["je", "memang", "nak"]}, {"turn_id": 11, "speaker": "A", "text": "Betul tu, kalau tak nanti dia rugi lagi banyak.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": " kau tak pernah encounter pasal benda ni dalam office kau?", "features": {"interjection": false, "colloquial": ["ni", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Takde la, company kita kan corporate gila, semua dia dah arrange legal team sendiri.", "features": {"interjection": false, "colloquial": ["dah", "kan", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "dah"], "stage1_colloquial": ["dah", "kan", "la"]}, {"turn_id": 15, "speaker": "A", "text": "Syioknya, memang best vibe kerja sana.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 16, "speaker": "B", "text": "Haha, standard lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 17, "speaker": "A", "text": "Okaylah, nanti aku bagitau partner aku tu cari consultant yang bagus.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "B", "text": "Bagus tu, worth it invest sikit.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "A", "text": "Ya kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["kan"]}, {"turn_id": 20, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Nak makan mamak tak? Jom lepaking.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": ["nak", "tak"]}]
{"generated_at": "2026-01-26T07:46:08.101075Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_0e4905
casual
{ "keywords": [ "damaged", "item", "received" ], "primary": "damaged", "secondary": "damaged item received" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, barang kat online tu dah sampai ke?", "features": {"interjection": false, "colloquial": ["dah", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Sampai. Tapi bad luck gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Kenapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Box dia penyok. Inside barang tu pun retak sikit.", "features": {"interjection": false, "colloquial": ["pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["pun", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Betul. Bila open, terus *heart attack*.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Alamak. Parcel tu ada bubble wrap tak?", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Ada lah, tapi *packing* dia macam haram je.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 9, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 10, "speaker": "B", "text": "Courier handler tu memang sukasuka *throwing*. Tau sendiri kan.", "features": {"interjection": false, "colloquial": ["kan", "memang", "tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "tau", "memang"], "stage1_colloquial": ["kan", "memang", "tau", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 12, "speaker": "B", "text": "Ni aku dah *screenshot* semua, nak *claim* kat seller.", "features": {"interjection": false, "colloquial": ["dah", "kat", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "nak", "ni"]}, {"turn_id": 13, "speaker": "A", "text": "Bagus tu. Jangan biar. Refund je mintak.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Of course lah. Bayar mahal-mahal tau.", "features": {"interjection": false, "colloquial": ["lah", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "tau"], "stage1_colloquial": ["lah", "tau"]}, {"turn_id": 15, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Seller tu tu pun, *vibe* dia macam tak boleh diharap je.", "features": {"interjection": true, "colloquial": ["je", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "pun", "je"], "stage1_colloquial": ["je", "pun", "tak", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Harap-harap dia *reply* la cepat. Jangan *ghosting* pulak.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["la"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Kalau dia tak *respond*, *dispute* terus kat platform tu.", "features": {"interjection": false, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T07:46:22.652608Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_6f96d4
casual
{ "keywords": [ "insomnia", "tidur", "tak" ], "primary": "insomnia", "secondary": "insomnia tidur tak lena" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau nampak kan mata ni? Panda betul lah hari ni.", "features": {"interjection": false, "colloquial": ["kan", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious. Semalam berjaga sampai pukul empat pagi. Lenongan tak boleh tidur langsung.", "features": {"interjection": true, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["tak"]}, {"turn_id": 4, "speaker": "B", "text": "Oh no. Lagi la kau mengantuk kat office nanti.", "features": {"interjection": false, "colloquial": ["kat", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["la", "kat"], "stage1_colloquial": ["kat", "la"]}, {"turn_id": 5, "speaker": "A", "text": "Mm-hmm. Boss tadi dah tegur sebab tengok layan laptop macam zombie.", "features": {"interjection": false, "colloquial": ["dah", "mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "mm"]}, {"turn_id": 6, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Betul. Risau gila aku kalau performance review bulan ni teruk.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 8, "speaker": "B", "text": "Seb baik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Apa seb baik? Aku tengah stres ni bro.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["ni"]}, {"turn_id": 10, "speaker": "B", "text": "Maksud aku, seb baik dia bagi warning dulu. Kan lagi teruk kalau terus sack.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 11, "speaker": "A", "text": "Haa. Tu pun betul gak.", "features": {"interjection": false, "colloquial": ["haa", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["haa", "pun", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Last night kau buat apa sampai tak tidur?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 13, "speaker": "A", "text": "Scrolling TikTok lah sambil tengok bola. Rasa relax je tapi tibe-tibe dah subuh.", "features": {"interjection": false, "colloquial": ["dah", "je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "lah"]}, {"turn_id": 14, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Otak tak boleh shut down. Asyik fikir pasal project tu je.", "features": {"interjection": true, "colloquial": ["je", "pasal", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal", "je", "je"], "stage1_colloquial": ["je", "pasal", "tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Woi, dangerous tu. Kena cari cara la. Try makan supplement?", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Dah try makan melatonin, tapi esoknya rasa groggy je. Not worth it lah.", "features": {"interjection": false, "colloquial": ["dah", "je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "lah"]}, {"turn_id": 18, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Aku rasa aku kena start gym balik. Penat badan, penat otak, senang sikit nak tidur.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 20, "speaker": "B", "text": "Betul tu. Best gila feeling lepas workout, badan lena terus.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Nanti malam aku try tidur awal la. Jangan pulak jaga tengok drama Korea pula.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["la"]}, {"turn_id": 22, "speaker": "B", "text": "Haha, jangan. Kalau start satu episod habis sepuluh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Okay fine. Aku off phone pukul sepuluh malam ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 24, "speaker": "B", "text": "Promise?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Cross my heart. Semalam memang over limit lah sangat.", "features": {"interjection": false, "colloquial": ["lah", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "memang"], "stage1_colloquial": ["lah", "memang"]}, {"turn_id": 26, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 27, "speaker": "A", "text": "Esok kita catch up balik. Kalau aku lagi mengantuk, bagi aku kopi ais satu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 28, "speaker": "B", "text": "Cincai lah kau.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T07:49:45.798027Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 28, "estimated_duration_seconds": 140, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
28
malay_conv_8a57f7
casual
{ "keywords": [ "account", "suspension", "issue" ], "primary": "account", "secondary": "account suspension issue time lockdown" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau dapat email tak tadi dari admin?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 2, "speaker": "B", "text": "Email apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Alah, account suspension warning tu. Yang pasal server overload masa lockdown.", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Aku check tadi, status dah jadi 'inactive'. Gila babi, timing dia teruk gila.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["dah"]}, {"turn_id": 6, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Yes. Aku tengah tengok nak deposit for next month punya investment. Terus freeze. Kena red flag ke apa?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 8, "speaker": "B", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Cara dia... system kata 'unusual activity' sebab aku login multiple devices. Dalam rumah je pun, laptop and phone.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Dah la sekarang ni kita kena jaga mental health. Ni tambah pulak duit halangan. Macam mana nak proceed?", "features": {"interjection": false, "colloquial": ["dah", "la", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah"], "stage1_colloquial": ["dah", "la", "nak", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Aku try call support tadi, waiting list beribu-ribu. Memang 'no hope' lah.", "features": {"interjection": false, "colloquial": ["lah", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "memang"], "stage1_colloquial": ["lah", "memang"]}, {"turn_id": 14, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kau tak takut kalau account kau kena juga? I mean, data korang kan semua dalam situ.", "features": {"interjection": false, "colloquial": ["kan", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["kan", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Tak sempat nak fikir lagi. Tapi kalau terkunci... memang habis.", "features": {"interjection": false, "colloquial": ["memang", "nak", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "nak", "tak"]}, {"turn_id": 17, "speaker": "A", "text": "Lepas tu ada clause lain, bila kena suspend during lockdown period... appeal process tu boleh makan sampai seminggu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "B", "text": "Seminggu?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Two weeks aku baca kat forum. Kata nya because of 'reduced workforce'. System all automated now, bot yang handle.", "features": {"interjection": false, "colloquial": ["kat", "nya"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "nya"]}, {"turn_id": 20, "speaker": "B", "text": "Hish.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Kau rasa... aku patut buat now? Or tunggu je?", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 22, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Aku rasa aku nak email terus CEO. At least tag dia kat LinkedIn. Malu sikit kan, kita customer setia tapi kena macam ni.", "features": {"interjection": false, "colloquial": ["kan", "kat", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "determined", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "kat"], "stage1_colloquial": ["kan", "kat", "nak", "ni"]}, {"turn_id": 24, "speaker": "B", "text": "Risky.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "I know. Tapi apa boleh buat? Duduk diam je, 'chill' tunggu duit hilang? No way.", "features": {"interjection": true, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "determined", "intensity": 0.9}, "stage1_colloquial": ["je"]}, {"turn_id": 26, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 27, "speaker": "A", "text": "Maybe aku ada screenshot semua transaction history. Tu bukti strong.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 28, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 29, "speaker": "A", "text": "Kau kalau ada problem macam ni, tolong bagitahu aku. Jangan biar sampai jadi 'big case'. Kita kena back up each other.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "understanding", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 30, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Ni masalah lockdown, semua orang tension. Server down, system kena ban. Kita just kena sabar sikit, tapi fight for our rights.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 32, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 33, "speaker": "A", "text": "Aku draft email kat kau nanti. Template yang padu. Maybe boleh guna untuk kau kalau kena.", "features": {"interjection": true, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 34, "speaker": "B", "text": "Bagus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": "Chill lah kita ni. Semua boleh settle. Redah je.", "features": {"interjection": true, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 36, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T07:51:46.372008Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 36, "estimated_duration_seconds": 180, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
36
malay_conv_d467ab
casual
{ "keywords": [ "Disney+", "hotstar" ], "primary": "Disney+", "secondary": "Disney+ hotstar" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh kau dah subscribe Disney+ Hotstar ke belum?", "features": {"interjection": true, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["dah"]}, {"turn_id": 2, "speaker": "B", "text": "Dah.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["dah"]}, {"turn_id": 3, "speaker": "A", "text": "Best gila okay, sebab dia ada semua MCU movies & local dramas sekali.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Haa, last week I was lepaking watching that new Mandalorian season, graphics dia memang top tier.", "features": {"interjection": false, "colloquial": ["haa", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["haa", "memang"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi aku frustrated lah sebab app dia kadang-kadang loading slow.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "chinese_chars_removed": 2, "stage1_colloquial": ["lah"]}, {"turn_id": 8, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "B", "text": "Aku pun penat juga nak tunggu buffer tu, macam hambar je vibe dia.", "features": {"interjection": false, "colloquial": ["je", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "pun", "je"], "stage1_colloquial": ["je", "nak", "pun", "tu"]}, {"turn_id": 10, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Walaupun tu, still worth it lah sebab boleh share account dengan family.", "features": {"interjection": true, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "B", "text": "Kau bagi berapa orang share? Aku limit je dua tiga orang takut la.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 14, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Aku share dengan adik beradik lima orang, okay lagi je, alhamdulillah.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 16, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Habis tu kau tengok apa hari ni? Any new dramas?", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Rancang nak tengok that new horror movie, tapi nanti lah, sibuk sekarang.", "features": {"interjection": false, "colloquial": ["lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["lah", "nak"]}, {"turn_id": 19, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 20, "speaker": "B", "text": "Review tu kata quite scary, so better siapkan popcorn first.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T07:52:47.934593Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_ede6a7
casual
{ "keywords": [ "exam", "preparation" ], "primary": "exam", "secondary": "exam preparation" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah start study for finals ke belum?", "features": {"interjection": true, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["dah"]}, {"turn_id": 2, "speaker": "B", "text": "Belum lah. Procrastinating gila.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 3, "speaker": "A", "text": "Alamak, next week dah exam tau. Stress tak?", "features": {"interjection": false, "colloquial": ["dah", "tak", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tau", "dah"], "stage1_colloquial": ["dah", "tak", "tau"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Aku tengah packing otak try understand this Calculus thing. Susah gila weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Kau tak study langsung? Later jamin la meroyan.", "features": {"interjection": false, "colloquial": ["la", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["la", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Haha, nanti je la. Aku tengah tengok Netflix sikit.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 9, "speaker": "A", "text": "Gila ka? Serius ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 10, "speaker": "B", "text": "Relax lah bro. Chill dulu.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["lah"]}, {"turn_id": 11, "speaker": "A", "text": "Kalau fail jangan salahkan aku.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Ya ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Malam ni kita buat study group kat cafe? Best lah vibe dia.", "features": {"interjection": false, "colloquial": ["kat", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "ni"]}, {"turn_id": 14, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Kopi panas, sikit makanan. Confirm focus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "So, nak ke tak?", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Bagus tu idea kau.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "A", "text": "Ok set, pukul 8 aku pick you?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Jangan late ha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Ok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T07:53:18.751945Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.7000000000000001, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 4, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_2f363c
casual
{ "keywords": [ "staycation", "KL" ], "primary": "staycation", "secondary": "staycation KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak kat baru tempat staycation kat KL tu?", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Kat area Bukit Bintang tu. Kata macam 'aesthetic' sangat, best untuk kita lepaking.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh, yang mana satu? Yang dia ada private pool tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 5, "speaker": "A", "text": "Ya tu dia! Vibe dia macam luxury tapi harga student friendly gila.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku check review, kata sangat 'worth it'. Kita boleh ambil package ada breakfast sekali.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Bagus lah tu. Aku pun penat gila kerja, nak rehat sikit.", "features": {"interjection": false, "colloquial": ["lah", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["lah", "nak", "pun", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Kita gi situ lepas meeting habis esok kan. Relax kejap.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["kan"]}, {"turn_id": 10, "speaker": "B", "text": "Best gila!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.9}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Diorang bagi free WiFi pun. Kau boleh buat streaming sambil lepaking.", "features": {"interjection": true, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["pun"]}, {"turn_id": 12, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Ya lah. Tak payah pening pasal data habis.", "features": {"interjection": false, "colloquial": ["lah", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "pasal"], "stage1_colloquial": ["lah", "pasal", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Okay, setuju. Book cepat lah, takut habis.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 15, "speaker": "A", "text": "Aku book sekarang. Nanti aku share booking details kat WhatsApp group.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 16, "speaker": "B", "text": "Ok.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Oh ya, jangan lupa bawa sunblock. Pool area dia matahari terik gila siang tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Kita boleh makan malam kat restoran tepi jalan tu. Laksa Penang dia supposed to be good.", "features": {"interjection": true, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Dah lah, confirm ke?", "features": {"interjection": false, "colloquial": ["dah", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "dah"], "stage1_colloquial": ["dah", "lah"]}, {"turn_id": 22, "speaker": "B", "text": "Confirm. Seronok lah kita lepak situ.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": ["lah"]}, {"turn_id": 23, "speaker": "A", "text": "Alamak, nampaknya weekend tu harga naik sikit.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 24, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Ya, tapi okay lah, demi relaxation.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["lah"]}, {"turn_id": 26, "speaker": "B", "text": "Betul tu. Jom settle payment.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 27, "speaker": "A", "text": "Ok, dah booked. Siap.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 28, "speaker": "B", "text": "Good job!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T07:53:33.208292Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 28, "estimated_duration_seconds": 140, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
28
malay_conv_cfa950
casual
{ "keywords": [ "asam", "pedas", "melaka" ], "primary": "asam", "secondary": "asam pedas melaka" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Yesterday aku... aku drive semua the way sampai Melaka.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Tapau Asam Pedas. The one kat tepi laut tu.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Rasa macam nak bagi kau try, tapi... tahu lah kan.", "features": {"interjection": false, "colloquial": ["kan", "lah", "nak", "tahu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kan", "lah", "tahu"], "stage1_colloquial": ["kan", "lah", "nak", "tahu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Aku order Asam Pedas Ikan Pari. Kuah dia pekat gila, warna merah tua.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Ya. Bila makan tu... teringat masa kita dating dulu. Kau selalu minta the tempoyak side tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 10, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "I mean... it just crossed my mind. Sebab last time kita went there kan? It was 'our spot'.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "stage1_colloquial": ["kan"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Tapi bila dah makan sorang-sorang, rasa kosong. Kuah tu pedas, but takde 'kick' macam dulu.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "resigned", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Mungkin sebab kita break up tu sebab... aku tak appreciate hal kecil macam tu. Asam Pedas is just food, right?", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Tapi pada aku, that Asam Pedas tu reflects everything. Sebab kau complain masak tu tak masin cukup, aku marah.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Aku salah kan? Aku fokus on the wrong thing. Instead of enjoying the makanan, aku gaduh.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": ["kan"]}, {"turn_id": 20, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 21, "speaker": "A", "text": "So aku drive balik with all those tapau. Rasa macam nak buang, tapi sayang. Itu feeling yang aku tak suka.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 22, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Then aku tanya diri sendiri, is the food actually good? Or just nostalgia?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "determined", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "It is good. Ikan dia fresh. Daun kesom dia banyak. Bawang putih dia... tahi minyak tu betul-betul 'wah'.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 26, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 27, "speaker": "A", "text": "So aku sedar. Makanan tu sedap dengan sendirinya. Tak perlu aku connect dengan kau. It's independent.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 28, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 29, "speaker": "A", "text": "Same macam our relationship kot. Sedap masa tu, tapi dah basi. Dah tak worth it dah nak simpan dalam Tupperware hati ni.", "features": {"interjection": false, "colloquial": ["dah", "kot", "nak", "ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "dah"], "stage1_colloquial": ["dah", "kot", "nak", "ni", "tak", "tu"]}, {"turn_id": 30, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Aku dah bagi kat my neighbour. Suruh dia enjoy.", "features": {"interjection": false, "colloquial": ["dah", "kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["dah", "kat"]}, {"turn_id": 32, "speaker": "B", "text": "Bagus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Next time, maybe kita pergi makan Asam Pedas lagi. Just as friends.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 34, "speaker": "B", "text": "Boleh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 35, "speaker": "A", "text": " tapi kena tempat lain ah. Takmo Melaka. Nostalgia sana terlalu 'heavy'.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 36, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 37, "speaker": "A", "text": "Ok lah. Thanks for listening.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T07:56:18.576845Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 37, "estimated_duration_seconds": 185, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
37
malay_conv_30f9b4
casual
{ "keywords": [ "networking", "untuk", "professional" ], "primary": "networking", "secondary": "networking untuk professional growth" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, esok kau ada pergi networking event kat Kuala Lumpur tu tak?", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Ada.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Best tu, aku rasa nak pergi gak sebenarnya tapi skema sikit nak pergi sorang-sorang.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Ha ah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Tapi kan, sekarang ni kalau tak networking, memang susah nak upgrade career, kan?", "features": {"interjection": false, "colloquial": ["kan", "memang", "nak", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "memang"], "stage1_colloquial": ["kan", "memang", "nak", "ni", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Last time aku dapat project besar pun sebab jumpa one guy kat coffee shop, siapa tau.", "features": {"interjection": false, "colloquial": ["kat", "pun", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tau", "kat", "pun"], "stage1_colloquial": ["kat", "pun", "tau"]}, {"turn_id": 8, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Serious, dia tanya pasal kerja aku, lepas tu offer la networking connection.", "features": {"interjection": false, "colloquial": ["la", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "pasal"], "stage1_colloquial": ["la", "pasal", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Memang worth it lah tu.", "features": {"interjection": false, "colloquial": ["lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "impressed", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Kau tu selalu pergi event mcm ni kan, bagi tips sikit lah, macam mana nak approach orang?", "features": {"interjection": false, "colloquial": ["kan", "lah", "nak", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "nak", "ni", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "thinking", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "B", "text": "Aku cakap lu, jangan fikir nak jual diri sangat, just relax je, borak pasal pasar saham ke, makan ke.", "features": {"interjection": false, "colloquial": ["je", "nak", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["pasal", "je", "je"], "stage1_colloquial": ["je", "nak", "pasal"]}, {"turn_id": 14, "speaker": "A", "text": "Haa, tu pasal aku selalu nervous, terus jadi stiff.", "features": {"interjection": false, "colloquial": ["haa", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["haa", "pasal", "tu"]}, {"turn_id": 15, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Kalau kita tension, orang tak nak layan, vibe dia tak kenal.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 17, "speaker": "A", "text": "Bagus lah advice tu, nanti aku try mockup dulu kat depan cermin.", "features": {"interjection": false, "colloquial": ["kat", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Haha, gila babi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "amused", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Esok kita pergi sama-sama lah, aku drive, kalau bosan kita lepak limau kasturi.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 20, "speaker": "B", "text": "Ok, set.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Best gila, thanks weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T07:57:49.182610Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_4e6d9f
casual
{ "keywords": [ "adik", "beradik", "gaduh" ], "primary": "adik", "secondary": "adik beradik gaduh" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Dude, kau tak dengar ke drama kat rumah semalam?", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Adik aku ngan abang ngamuk satu rumah tau. Sampai pinggan berterbangan.", "features": {"interjection": false, "colloquial": ["tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tau"]}, {"turn_id": 4, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Yes. Sebab kereta punye hal. Abang aku pakai kereta adik aku gi date, tak bagitahu.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 6, "speaker": "B", "text": "Memang la gila. Kalau aku I also marah.", "features": {"interjection": false, "colloquial": ["la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "memang"], "stage1_colloquial": ["la", "memang"]}, {"turn_id": 7, "speaker": "A", "text": "Pastu dia bawak balik minyak dah almost empty. Adik aku tu memang particular pasal barang dia.", "features": {"interjection": false, "colloquial": ["dah", "memang", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal", "dah", "memang"], "stage1_colloquial": ["dah", "memang", "pasal", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Best part tu, mak diaorang senyap je tengok TV.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Oh wow.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "I think mak diaorang dah give up dah. Every day sure ada benda nak gaduh.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 12, "speaker": "B", "text": "Haa betul tu. My siblings pun sama.", "features": {"interjection": false, "colloquial": ["haa", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["haa", "pun", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Last-last abang aku keluar rumah pergi mamak. Memang escape lah tu.", "features": {"interjection": false, "colloquial": ["lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Classic.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kau tahu tak, sampai sekarang dia belum balik lagi.", "features": {"interjection": false, "colloquial": ["tahu", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "I think dia lepaking kat friend's house malam ni.", "features": {"interjection": false, "colloquial": ["kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["kat", "ni"]}, {"turn_id": 18, "speaker": "B", "text": "Ala, baik bagus. Dapat rehat sikit daripada drama.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Yalah. Rumah dapat quiet time jap. Syukur.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Esok sure gaduh balik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "That is siblings life. Memang macam tu lah.", "features": {"interjection": false, "colloquial": ["lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "True. Love and hate relationship gila babi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T07:58:56.604938Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "medium", "naturalness_score": 0.75, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_5844a7
casual
{ "keywords": [ "covid", "recovery" ], "primary": "covid", "secondary": "covid recovery" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh kau, rasa badan kau sekarang camne? Dah fully recover ke dari Covid dulu tu?", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Alaa, baru je semalam dapat negative.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["je"]}, {"turn_id": 3, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Tapi serious lah wei, stamina dia turun gila. Naik tangga je dah sesak nafas cam nak pengsan.", "features": {"interjection": false, "colloquial": ["dah", "je", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "lah", "nak"]}, {"turn_id": 5, "speaker": "A", "text": "Haa tu dia. Memang 'long Covid' kata orang. Kau jangan main active dulu lah.", "features": {"interjection": false, "colloquial": ["haa", "lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["haa", "lah", "memang", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Memang, saya pun tengah 'lepaking' je rumah ni. Boss pun bagi WFH sebab bagi chance recovery.", "features": {"interjection": false, "colloquial": ["je", "memang", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "pun", "memang", "je"], "stage1_colloquial": ["je", "memang", "ni", "pun"]}, {"turn_id": 7, "speaker": "A", "text": "Baik punya boss.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Dia ingatkan saya nak rehat proper, jangan force macam 'sprinting' nak kejar KPI tu nanti teruk lagi.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Betul tu. Badan kita ni bukan besi woi. Slowly recover better.", "features": {"interjection": false, "colloquial": ["ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Vitamin kau kurang tu maybe? Kena 'top up' Vitamin C gila-gilaan skali.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Dah m supplements apa semua, tapi rasa cam still flat je energy dia. Maybe 'brain fog' kot.", "features": {"interjection": false, "colloquial": ["dah", "je", "kot"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["je", "dah", "je"], "stage1_colloquial": ["dah", "je", "kot"]}, {"turn_id": 13, "speaker": "A", "text": "Ya lah, kadang-kadang tu terjadi. Jangan stress sangat.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Stress tapi takpe, asal get well soon lah. Nanti kita 'lepaking' makan besar.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["lah"]}, {"turn_id": 15, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Cincai lah, ajak je nanti. I miss makan nasi lemak.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 17, "speaker": "A", "text": "Bagus lah tu. Get well soon ya!", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}]
{"generated_at": "2026-01-26T10:30:23.167056Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 17, "estimated_duration_seconds": 85, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
17
malay_conv_c381b4
casual
{ "keywords": [ "coding", "bootcamp" ], "primary": "coding", "secondary": "coding bootcamp" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei, tengok status Aminah tadi, dia kata nak join coding bootcamp.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yalah. Dia kata nak switch career, fedup kerja marketing dah.", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Dia suruh aku join sekali, tapi aku fikir-fikir balik lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 6, "speaker": "B", "text": "Kalau aku kau, pikir betul-betul. Intensive gila tau bootcamp ni.", "features": {"interjection": false, "colloquial": ["ni", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tau"], "stage1_colloquial": ["ni", "tau"]}, {"turn_id": 7, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 8, "speaker": "B", "text": "Kawan aku satu batch dulu, sampai sakit mata tengok coding 24/7.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Oh gitu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "A", "text": "Tapi fees dia mahal gila weh. Belum lagi komputer baru kena beli.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "A", "text": "Lima belas ribu ringgit tau. Worth ke tak?", "features": {"interjection": false, "colloquial": ["tak", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tak", "tau"]}, {"turn_id": 13, "speaker": "B", "text": "Depends lah kalau kau rajin. Kalau setakat lepak dalam kelas, membazir.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 14, "speaker": "A", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "B", "text": "Dia orang janji kan guarantee job kan? Tu pun kena check scam ke tak.", "features": {"interjection": false, "colloquial": ["kan", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "warning", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "pun"], "stage1_colloquial": ["kan", "pun", "tak", "tu"]}, {"turn_id": 16, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Aminah kata kena signing contract macam mana tah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Hish, bahaya tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "A", "text": "Aku rasa aku better belajar sendiri kat YouTube lagi best.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 20, "speaker": "B", "text": "Haha, betul tu. Free dan takde pressure.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Lepas tu kita boleh buat project sendiri, jual ke mana-mana.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 22, "speaker": "B", "text": "Good idea tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 23, "speaker": "A", "text": "Nanti kalau stuck, aku tanya kau lah kan?", "features": {"interjection": false, "colloquial": ["kan", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah"]}, {"turn_id": 24, "speaker": "B", "text": "Apa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Kan kau terror IT ni. Tolong sikit lah kawan.", "features": {"interjection": false, "colloquial": ["kan", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "ni"]}, {"turn_id": 26, "speaker": "B", "text": "Apalah kau ni, aku pun baru nak start belajar.", "features": {"interjection": false, "colloquial": ["nak", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "pun"], "stage1_colloquial": ["nak", "ni", "pun"]}, {"turn_id": 27, "speaker": "A", "text": "Alah, redha je lah.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 28, "speaker": "B", "text": "Okay lah, nak mamam dulu ke?", "features": {"interjection": false, "colloquial": ["lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah", "nak"]}, {"turn_id": 29, "speaker": "A", "text": "Jom, gi teh tarik.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:30:50.189804Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 29, "estimated_duration_seconds": 145, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 13, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
29
malay_conv_c7a62c
casual
{ "keywords": [ "budget", "monthly" ], "primary": "budget", "secondary": "budget monthly" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, dah masuk 20th lagi ni, gaji dah masuk ke belum?", "features": {"interjection": true, "colloquial": ["dah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["dah", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Dah masuk semalam. Baru nak settle semua bil je ni.", "features": {"interjection": false, "colloquial": ["dah", "je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "nak", "ni"]}, {"turn_id": 3, "speaker": "A", "text": "Alhamdulillah. Aku ni tengah headache, thinking pasal budget monthly bulan ni.", "features": {"interjection": false, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 4, "speaker": "B", "text": "Kenapa apa hal? Bulan ni banyak commitment ke?", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 5, "speaker": "A", "text": "Bukan apa, bulan ni kena service kereta, plus ada dua jejenah kawan kawin.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 6, "speaker": "B", "text": "Ouh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Memang 'wallet pain' gila. So aku plan this week makan nasi kampung je, jangan 'lepaking' mamak.", "features": {"interjection": false, "colloquial": ["je", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["je", "memang", "je"], "stage1_colloquial": ["je", "memang"]}, {"turn_id": 8, "speaker": "B", "text": "Haha, padan muka. Siapa suruh everyday minum boba teh tarik tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Oi, benda tu basic necessity tau. Life without boba is meaningless.", "features": {"interjection": false, "colloquial": ["tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "tau"], "stage1_colloquial": ["tau", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Poyo kau. Aku pun dah start 'tracking' pakai Excel ni. Control expenditure sikit.", "features": {"interjection": false, "colloquial": ["dah", "ni", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "dah", "pun"], "stage1_colloquial": ["dah", "ni", "pun"]}, {"turn_id": 11, "speaker": "A", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Ya. Setiap sen aku record. Nampak je mana aku 'splurge' makanan tak berfaedah.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 13, "speaker": "A", "text": "Best lah. Aku malas nak buat macam tu. Rasa macam tak 'worth it' nak stress fikir angka.", "features": {"interjection": false, "colloquial": ["lah", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "nak", "tak", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Tapi dengan situation harga barang naik gila ni, kena la berjimat sikit.", "features": {"interjection": false, "colloquial": ["la", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["la", "ni"]}, {"turn_id": 16, "speaker": "B", "text": "Haa, tu yang aku cakap. Lagipun nak saving gila-gila untuk oversea trip next year.", "features": {"interjection": false, "colloquial": ["haa", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "nak", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Oversea? Mana kau nak pergi?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 18, "speaker": "B", "text": "Japan. Aku dengan adik berjanji nak pegi snowboarding sana.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 19, "speaker": "A", "text": "Wow. Wah, mahal tu booking.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 20, "speaker": "B", "text": "Iyalah, sebab tu aku kena disiplin. Kalau tak, habis la 'budget' terbang ikut angin je.", "features": {"interjection": false, "colloquial": ["je", "la", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "je", "je"], "stage1_colloquial": ["je", "la", "tak", "tu"]}, {"turn_id": 21, "speaker": "A", "text": "Okay, respect. Boleh lah ajar aku sikit camne nak control tu.", "features": {"interjection": true, "colloquial": ["lah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "nak", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Boleh. Nanti aku share 'template' kat kau.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 23, "speaker": "A", "text": "Thanks bosku. Harap-harap aku boleh survive sampai gaji bulan depan.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Hehe, semangat sikit!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Apa boleh buat, life goes on.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T10:32:03.540821Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 26, "estimated_duration_seconds": 130, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
26
malay_conv_cc6ea7
casual
{ "keywords": [ "kanak-kanak", "demam", "tinggipaling" ], "primary": "kanak-kanak", "secondary": "kanak-kanak demam tinggipaling best" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, mood kau nampak down gila hari ni. apa hal?", "features": {"interjection": true, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Okay ke tak? Kau nampak macam tak tidur semalam.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 4, "speaker": "B", "text": "Memang tak tidur. Adam demam semalam, sampai 39 darjah wei.", "features": {"interjection": false, "colloquial": ["memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "tak"]}, {"turn_id": 5, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Ya tuhan. rasa nak pengsan aku tengok dia macam tu. badan dia panas macam api.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Oh no. dah bawa klinik ke hospital?", "features": {"interjection": true, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": ["dah"]}, {"turn_id": 8, "speaker": "B", "text": "Tadi pagi baru balik dari A&E. Doktor bagi ubat, suruh monitor je.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": ["je"]}, {"turn_id": 9, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 10, "speaker": "B", "text": "Tapi susah nak bagi dia makan ubat. dia menangis kuat gila.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 11, "speaker": "A", "text": "Alamak. memang stres bab ni. kau dah makan apa lagi?", "features": {"interjection": false, "colloquial": ["dah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "dah", "memang"], "stage1_colloquial": ["dah", "memang", "ni"]}, {"turn_id": 12, "speaker": "B", "text": "Dah try tuam kain panas, mandi air suam. semua dah buat.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "tired", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 13, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Suami aku pun tak ada, outstation kat Seremban. tinggal aku sorang-hanya.", "features": {"interjection": false, "colloquial": ["kat", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["kat", "pun"], "stage1_colloquial": ["kat", "pun", "tak"]}, {"turn_id": 15, "speaker": "A", "text": "Hish. bila dia balik?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Esok. esok baru dia sampai. harap-harap demam Adam tu turun la cepat.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 18, "speaker": "B", "text": "Sekarang dia tido la baru tu. aku chance jap nak ambil nafas.", "features": {"interjection": false, "colloquial": ["la", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "tired", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "nak", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Kau jaga badan ah. nanti kau demam pulak susah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Kalau apa-apa, bagitahu je. aku tolong beli barang makanan ke apa.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "offering_help", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": ["je"]}, {"turn_id": 22, "speaker": "B", "text": "Thanks kawan. ada je aku nanti.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["je"]}]
{"generated_at": "2026-01-26T10:32:19.036931Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_f20ca5
casual
{ "keywords": [ "parenting", "struggle" ], "primary": "parenting", "secondary": "parenting struggle" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, semalam aku mengantuk gila office, budak-budak tak nak tido sampai pukul 2 pagi.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Yes! Rasa macam nak mati. Siap *tantrum* lagi sebab nak main iPad.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.9}, "stage1_colloquial": ["nak"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak, stress lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Aku dan isteri dah pening, *screen time* memang musuh utama sekarang ni.", "features": {"interjection": false, "colloquial": ["dah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "dah", "memang"], "stage1_colloquial": ["dah", "memang", "ni"]}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Kau pun *struggle* jugak kan dengan anak kau tu?", "features": {"interjection": false, "colloquial": ["kan", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "pun"], "stage1_colloquial": ["kan", "pun", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Gila. Dia ni *picky eater* gila bab makan.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["ni"]}, {"turn_id": 9, "speaker": "A", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 10, "speaker": "B", "text": "Betul. Makan nasi je yang *ok*, lain tu *lari*.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Penat gila kan nak masak banyak-banyak tapi tak makan.", "features": {"interjection": false, "colloquial": ["kan", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["kan", "nak", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Kadang-kadang aku rasa macam *burnout* dengan semua ni, kerja lagi banyak kat rumah.", "features": {"interjection": false, "colloquial": ["kat", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.9}, "stage1_colloquial": ["kat", "ni"]}, {"turn_id": 14, "speaker": "B", "text": "Oh, I feel you bro.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Tapi bila dia tido senyap tu, rasa *worth it* jugak tengok muka dia.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Haa, tu lah.", "features": {"interjection": false, "colloquial": ["haa", "lah", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["haa", "lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Ni memang *test* dari Tu kan, sabar je lah.", "features": {"interjection": false, "colloquial": ["je", "kan", "lah", "memang", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "lah", "je", "memang", "je"], "stage1_colloquial": ["je", "kan", "lah", "memang", "ni", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Nak *lepaking* mamak tak malam ni? Relaks sikit.", "features": {"interjection": false, "colloquial": ["nak", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["nak", "ni", "tak"]}, {"turn_id": 20, "speaker": "B", "text": "Best gila idea tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Okay, *jom*.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:32:50.422137Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_1cbb66
casual
{ "keywords": [ "relationship", "toxic", "masa" ], "primary": "relationship", "secondary": "relationship toxic masa Raya" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, dengar cerita pasal Minah tak? Raya aritu dia besar dengan boyfriend dia kat rumah Mak Ngah.", "features": {"interjection": false, "colloquial": ["kat", "pasal", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.7}, "chinese_chars_removed": 2, "colloquial_extended": true, "colloquial_added": ["kat", "pasal"], "stage1_colloquial": ["kat", "pasal", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Iya, time tu ramai relatives datang, tapi boyfriend dia tu drama queen bagai.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 4, "speaker": "B", "text": "Alamak, malunya kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["kan"]}, {"turn_id": 5, "speaker": "A", "text": "Dia jeles sebab Minah salam cousin lelaki, tau, boyfriend dia tu possessive gila babi.", "features": {"interjection": false, "colloquial": ["tau", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "tau"], "stage1_colloquial": ["tau", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Pastu dia maki hamun Minah depan mak bapak Minah, sampai Mak Ngah nak pengsan time tu.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Betul! Siap bagitahu 'aku balik', pastu dia tinggal Minah terus kat kampung takde keta.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["kat"]}, {"turn_id": 10, "speaker": "B", "text": "Gila ah, toxic sangat siapa boleh tahan.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Memang no point lah relationship macam tu, memusnahkan mood Raya je.", "features": {"interjection": false, "colloquial": ["je", "lah", "memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "je", "memang", "je"], "stage1_colloquial": ["je", "lah", "memang", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Diorang sekarang dah break ke?", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["dah"]}, {"turn_id": 14, "speaker": "B", "text": "Entah, tapi last aku tengok Instagram, Minah dah 'single and happy' dah.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["dah"]}, {"turn_id": 15, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "B", "text": "Bagus lah tu, baik cari lain yang lebih matang sikit, jangan yang drama king.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 17, "speaker": "A", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Kalau aku dah lari jauh-jauh, malas nak layan vibeshit macam tu time Raya.", "features": {"interjection": false, "colloquial": ["dah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "nak", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 20, "speaker": "B", "text": "Harap-harap dia dapat yang baik lah lepas ni, kesian tengok dia.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 21, "speaker": "A", "text": "Amin.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:33:20.995845Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.75, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_788bf9
casual
{ "keywords": [ "sebutan", "baku", "vs" ], "primary": "sebutan", "secondary": "sebutan baku vs loghat" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau perasan tak, bila orang guna sebutan baku tu, rasa cam speaking robot lain?", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious, dengar kat TV tu, 'kita', 'utama', semua tu sounds sangat fake kan.", "features": {"interjection": false, "colloquial": ["kan", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "kat"], "stage1_colloquial": ["kan", "kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kalau kita cakap loghat Kelate or KL, baru ada *vibe*, baru ada *feeling* dia.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi aku faham lah kenapa standardize guna baku, so semua orang faham.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["lah"]}, {"turn_id": 8, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Tapi kadang-kadang tu, bila meeting formal, terasa geli nak cakap 'saya' dan 'anda', cam tak *natural* langsung.", "features": {"interjection": false, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Ish, kau tak pernah *experience* ke? Kena *act* profesional tu penat okay.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Yeah, last week aku ada *presentation*, terlepas pun 'abang' sikit, semua seniors gelak.", "features": {"interjection": false, "colloquial": ["pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.5}, "stage1_colloquial": ["pun"]}, {"turn_id": 14, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Padahal kalau cakap santai je, banyak benda senang nak explain, tu pun kalau lawan *colleague* yang sama *background*.", "features": {"interjection": false, "colloquial": ["je", "nak", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "pun", "je"], "stage1_colloquial": ["je", "nak", "pun", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Best gila la bila lepas *meeting* tu, terus *lepaking* mamak, cakap *rojak* puas-puas.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Baku ni bagus untuk buku, tapi untuk *daily conversation*, *cringe* gila.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 20, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T10:33:42.309640Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 1.0, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_f1baaf
casual
{ "keywords": [ "life", "purpose", "confusion" ], "primary": "life", "secondary": "life purpose confusion" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau nampak tak aku macam 'lost' gila lately ni?", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Kenapa pulak?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Dunno lah, tapi rasa macam kerja kat office ni tak ada 'soul' langsung.", "features": {"interjection": false, "colloquial": ["kat", "lah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "ni", "tak"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Every hari pagi bangun, terus fikir, 'Is this it ke sampai mati?'", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Rasa macam nak 'resign' je, tapi scared gila tak ada income.", "features": {"interjection": false, "colloquial": ["je", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["je", "nak", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Same lah weh, kawan aku kat banking pun cakap macam tu.", "features": {"interjection": false, "colloquial": ["kat", "lah", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat", "pun"], "stage1_colloquial": ["kat", "lah", "pun", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Dia kata dia actually minat nak buat 'baking', tapi fikir future.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["nak"]}, {"turn_id": 11, "speaker": "A", "text": "Gila ah, 'worth it' ke kalau kita ikut passion?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Now ni aku 'scroll' TikTok tengok orang 'travel' je, rasa iri.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Mungkin aku kena start 'side hustle' kot, baru rasa ada 'purpose'.", "features": {"interjection": false, "colloquial": ["kot"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.3}, "stage1_colloquial": ["kot"]}, {"turn_id": 16, "speaker": "B", "text": "Boleh try.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Apa kau cadang? Nak jual 'kuih' ke apa?", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["nak"]}, {"turn_id": 18, "speaker": "B", "text": "Apahal, kau kan suka 'photography', tu boleh lah.", "features": {"interjection": true, "colloquial": ["kan", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "lah"], "stage1_colloquial": ["kan", "lah", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Oh betul tu, lupa pulak.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 20, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 21, "speaker": "A", "text": "Okay, this weekend weh kena 'lepaking' and brainstorm idea.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Settle.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:34:00.676904Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 5, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_91517a
casual
{ "keywords": [ "nasi", "ayam", "gerai" ], "primary": "nasi", "secondary": "nasi ayam gerai" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah try nasi ayam gerai tepi junction tu lagi ke?", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Mana satu? Yang Nasi Ayam Haji Su tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Yalah, tu la. Semalam I pergi, giler ramai orang.", "features": {"interjection": false, "colloquial": ["la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "la"], "stage1_colloquial": ["la", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Ohh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Serius, queue sampai ke luar tapak kedai. Nasib baik I datang awal sikit.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Best sangat ke ayam dia?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Best gila weh. Ayam dia tu crispy gila, tapi dalam still juicy.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 8, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Yang paling power tu chili sauce dia. Ada rase manis masam sikit. Kick lah!", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Betul. Sambal dia pun tak terlalu pedas, just nice for people yang tak makan pedas.", "features": {"interjection": false, "colloquial": ["pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["pun", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Oh, sounds okay lah tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Price pun berbaloi. Dalam lima ringgit je satu packet.", "features": {"interjection": false, "colloquial": ["je", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["je", "pun"]}, {"turn_id": 14, "speaker": "B", "text": "Lima ringgit? Not bad considering inflation sekarang.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Eactly tu. Worth every penny. Boleh tapau bawa balik rumah.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Esok nak pergi tak? Kita pegi lunch together.", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Esok tak boleh lah, I ada client meeting.", "features": {"interjection": true, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 19, "speaker": "A", "text": "Alalah, sayang nya. Meeting lama ke?", "features": {"interjection": false, "colloquial": ["nya"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["nya"]}, {"turn_id": 20, "speaker": "B", "text": "Dalam sejam kot. Kena discuss progress report.", "features": {"interjection": false, "colloquial": ["kot"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["kot"]}, {"turn_id": 21, "speaker": "A", "text": "Okay fine. Maybe Jumaat lepas meeting habis?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Can. Jumaat sounds good. Kita gerak pukul satu?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Bagus. Nanti I teman kau queue, siap boleh lepakking kejap situ.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Settle then. Jom lepak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Oi jangan lupa, order nasi ayam 'campur' tau. Rojak lagi sedap.", "features": {"interjection": false, "colloquial": ["tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tau"], "stage1_colloquial": ["tau"]}, {"turn_id": 26, "speaker": "B", "text": "Haha, gila lah kau.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "amused", "intensity": 0.6}, "stage1_colloquial": ["lah"]}, {"turn_id": 27, "speaker": "A", "text": "Okay lah, nanti I text kau details.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 28, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:34:31.184797Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 28, "estimated_duration_seconds": 140, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
28
malay_conv_320dcc
casual
{ "keywords": [ "stock", "market", "Malaysia" ], "primary": "stock", "secondary": "stock market Malaysia" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, kau tengah watching KLSC ke? Down gila hari ni.", "features": {"interjection": true, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["ni"]}, {"turn_id": 2, "speaker": "B", "text": "Ya tuan.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Portfolio aku hari ni masuk merah semua. Rugi wei.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 4, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "sympathetic", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Dapat la contra-lah hari ni, market tak stable langsung. Vibe dia tak best.", "features": {"interjection": false, "colloquial": ["la", "lah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "la"], "stage1_colloquial": ["la", "lah", "ni", "tak"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Kau tengok top glove dulu? Hancur.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Memang la, but I think tech stocks tengah recover sikit.", "features": {"interjection": false, "colloquial": ["la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["la", "memang"], "stage1_colloquial": ["la", "memang"]}, {"turn_id": 9, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 10, "speaker": "B", "text": "Aku tengah pantau Vitrox, macam ada volume masuk.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Ya, breakout kat resistance line tu. Worth it lah kalau entry kat support.", "features": {"interjection": false, "colloquial": ["kat", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Risky woo, sekarang ni election mode ni.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 14, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Aku pun just holding la je dividend stock. Telco katanya safe.", "features": {"interjection": false, "colloquial": ["je", "la", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "je", "pun", "je"], "stage1_colloquial": ["je", "la", "pun"]}, {"turn_id": 16, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 17, "speaker": "A", "text": "Maxis tu yield dia okay, tapi price memang slow macam siput.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Better than rugi besar-besar kan. Kau tahu la REITs macam Pavillion, consistent income.", "features": {"interjection": false, "colloquial": ["kan", "la", "tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "tahu"], "stage1_colloquial": ["kan", "la", "tahu"]}, {"turn_id": 19, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Kau kena study lah sikit technical analysis, jangan ikut feeling je.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 21, "speaker": "A", "text": "Penat lah nak study, aku just 'lepaking' je tengok chart.", "features": {"interjection": false, "colloquial": ["je", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "bored", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "nak"]}, {"turn_id": 22, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 23, "speaker": "A", "text": "Lagipun duit simpanan dah habis masuk crypto bulan lepas.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["dah"]}, {"turn_id": 24, "speaker": "B", "text": "Kau gila ke? Crypto lagi berbahaya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "I know, FOMO masa tu. Regret gila babi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 26, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Next time kau call me kalau nak beli stock, okay? Jangan biar aku 'lepaking' sendiri.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 28, "speaker": "B", "text": "Okay lah, nanti kita meeting and discuss.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T10:34:59.642788Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 28, "estimated_duration_seconds": 140, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
28
malay_conv_89d066
casual
{ "keywords": [ "business", "process", "reengineering" ], "primary": "business", "secondary": "business process reengineering untuk government agency" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak agency sebelah tu nak buat business process reengineering?", "features": {"interjection": true, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Serious. Meeting semalam boss dok bising pasal nak overhaul sistem, kata nak BPR sepenuhnya.", "features": {"interjection": false, "colloquial": ["nak", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["pasal"], "stage1_colloquial": ["nak", "pasal"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kalau betul nak buat, gila penat kerja kita nanti, kena map all the flow dari A sampai Z.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 6, "speaker": "B", "text": "Memang.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi kalau jadi, process dia lebih smooth, orang tak payah tunggu lama sangat kat kaunter.", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Problemnya budak-budak lama tu susah nak adapt dengan technology baru, sure complain.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Lagi satu, kena train staff semua ni, budget pun entah ada ke tak.", "features": {"interjection": false, "colloquial": ["ni", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "pun"], "stage1_colloquial": ["ni", "pun", "tak"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Aku tak kisah pun, asalkan lepas ni tak payah sign kertas banyak-banyak, go paperless je.", "features": {"interjection": false, "colloquial": ["je", "ni", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "pun", "je"], "stage1_colloquial": ["je", "ni", "pun", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Best gila!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Vibe office lain nanti, senang sikit kerja.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Harap-harap consultant yang datang tu faham flow kita, jangan main suggest saja.", "features": {"interjection": false, "colloquial": ["saja", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "saja"], "stage1_colloquial": ["saja", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Haa, tu pun.", "features": {"interjection": false, "colloquial": ["haa", "pun", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["haa", "pun", "tu"]}, {"turn_id": 19, "speaker": "A", "text": "Ni dah BPR, kena 'reinvent' bukan sekadar repair tempel tepi je.", "features": {"interjection": false, "colloquial": ["dah", "je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "ni"]}, {"turn_id": 20, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Ok lah, nanti kita tengok je macam mana, mungkin kita berdua kena lead task force ni.", "features": {"interjection": false, "colloquial": ["je", "lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "ni"]}, {"turn_id": 22, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Chill lah, worth it nanti untuk appraisal kita.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["lah"]}]
{"generated_at": "2026-01-26T10:35:25.748131Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 23, "estimated_duration_seconds": 115, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
23
malay_conv_92f8da
casual
{ "keywords": [ "batuk", "selsema", "tak" ], "primary": "batuk", "secondary": "batuk selsema tak sembuh" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Wei Siti, kau dengar tak batuk aku ni? Dah seminggu lebih lah, serious annoying gila.", "features": {"interjection": false, "colloquial": ["dah", "lah", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "dah"], "stage1_colloquial": ["dah", "lah", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Dah minum air masak banyak, makan Vitamin C, tapi pekat jugak dada ni.", "features": {"interjection": false, "colloquial": ["dah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["dah", "ni"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Aku takut ni flu ke apa, sebab last week pergi office ramai orang selsema.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 6, "speaker": "B", "text": "Kau pergi check clinic tak?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["tak"]}, {"turn_id": 7, "speaker": "A", "text": "Belum lah, malas nak queue. Nak tahan je dulu, nanti hilang sendiri.", "features": {"interjection": false, "colloquial": ["je", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "bored", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "nak"]}, {"turn_id": 8, "speaker": "B", "text": "Tak boleh.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "disagreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["tak"]}, {"turn_id": 9, "speaker": "B", "text": "Kau tu keras kepala. Bagus kau gi jumpa doctor fast, tujang je.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 10, "speaker": "A", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "B", "text": "Alah, kena antibiotic baru siap. Jangan biar sampai jadi pneumonia.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "A", "text": "Tak sampai tu kot... tapi memang penat lah badan rasa macam 'weak'.", "features": {"interjection": false, "colloquial": ["kot", "lah", "memang", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["kot", "lah", "memang", "tak", "tu"]}, {"turn_id": 13, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "A", "text": "Semalam aku cuba tidur awal, tapi tengah malam batuk teruk sampai nak muntah.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "stage1_colloquial": ["nak"]}, {"turn_id": 15, "speaker": "B", "text": "Oh dear.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Kau try makan madu & limau kau? Kadang 'soothing' sikit tekak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Dah try ubat batuk tu yang brand 'Strong' tu pun, tak kasi effect apa.", "features": {"interjection": false, "colloquial": ["dah", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah", "pun"], "stage1_colloquial": ["dah", "pun", "tak", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Yeah, tak jadi. Ni esok kalau still sama, aku gi je clinic Klinik Mediviron sana.", "features": {"interjection": false, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 20, "speaker": "B", "text": "Bagus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:35:47.925744Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20
malay_conv_949b9e
casual
{ "keywords": [ "festival", "filem", "Malaysia" ], "primary": "festival", "secondary": "festival filem Malaysia" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau tengok FFM ke semalam? Best gila suspense dia, siapa menang 'Best Director' tu.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "excited", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 2, "speaker": "B", "text": "Tengok. Memang thriller gila.", "features": {"interjection": false, "colloquial": ["memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang"]}, {"turn_id": 3, "speaker": "A", "text": "Aku vote filem 'Mencuri Radeni Si Kakak' lah, plot dia sangat twist, tak menangpun.", "features": {"interjection": false, "colloquial": ["lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["lah", "tak"]}, {"turn_id": 4, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Kalau aku jadi judge, mesti aku bagi kat movie tu, worth it lah dari segi ticket price.", "features": {"interjection": false, "colloquial": ["kat", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Yalah, tapi pilihan judge lainlah kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["kan"]}, {"turn_id": 7, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 8, "speaker": "B", "text": "Kalau red carpet pulak, aku tengok viral baju artis tu, pelik je style some of them.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 10, "speaker": "B", "text": "Ha, macam mix and match tak kena, style dia macam 'fashion disaster' sikit.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["tak"]}, {"turn_id": 11, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "A", "text": "Takpelah, next year maybe our local cinema ada lebih banyak blockbuster quality.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Aku hope la ada muka muka baru, bukan celebrity yang sama je.", "features": {"interjection": false, "colloquial": ["je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "je", "je"], "stage1_colloquial": ["je", "la"]}, {"turn_id": 15, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "A", "text": "Nak gi tengok filem 'Polis Evo 3' tak kat LFS? Vibe cinema dia lain lah.", "features": {"interjection": false, "colloquial": ["kat", "lah", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["lah", "kat"], "stage1_colloquial": ["kat", "lah", "nak", "tak"]}, {"turn_id": 17, "speaker": "B", "text": "Haa! Bagus tu idea.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 18, "speaker": "A", "text": "Ok jom, lepakking kat mamak dulu then kita pergi.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["kat"]}, {"turn_id": 19, "speaker": "B", "text": "On.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:36:05.650645Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 19, "estimated_duration_seconds": 95, "complexity": "low", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 7, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
19
malay_conv_02600a
casual
{ "keywords": [ "personal", "loan" ], "primary": "personal", "secondary": "personal loan" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nampak tak iklan tadi kat Facebook tu? Bank mana ah offer interest rending gila.", "features": {"interjection": true, "colloquial": ["kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 3, "speaker": "A", "text": "Aku teringin nak apply... sebab nak settlekan la semua hutang kad kredit ni. Macam senang je kan?", "features": {"interjection": false, "colloquial": ["je", "kan", "la", "nak", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "kan", "la", "je", "je"], "stage1_colloquial": ["je", "kan", "la", "nak", "ni"]}, {"turn_id": 4, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Ya. Boleh top up sikit untuk repair kereta aku tu sekali. Vibes dia nampak okay.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Kau rasa macam mana? Aku plan nak ambil lima puluh ribu.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["nak"]}, {"turn_id": 8, "speaker": "B", "text": "Lima puluh ribu? Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Ha, lima puluh ribu. Commitment bulanan aku lagi kurang dari seribu. Best kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": ["kan"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "A", "text": "Sebab tu aku kata, chance ni terlalu bagus. Kalau tak ambil sekarang, bila lagi?", "features": {"interjection": false, "colloquial": ["ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu"], "stage1_colloquial": ["ni", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Tapi kau dah kira habis-habisan ke? Termasuk insurans dan... macam-macam hidden cost?", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": ["dah"]}, {"turn_id": 13, "speaker": "A", "text": "Aku dah kira... secara... secara kasar la. Pakai calculator online.", "features": {"interjection": false, "colloquial": ["dah", "la"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["la", "dah"], "stage1_colloquial": ["dah", "la"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "skeptical", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Kau nampak macam tak setuju je.", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Tak setuju sangat. Ahmad, kau ingat ke bulan depan gaji kau tak masalah?", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 17, "speaker": "A", "text": "InsyaAllah okay. Company tak announce apa-apa bad news lagi.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["tak"]}, {"turn_id": 18, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 19, "speaker": "A", "text": "Sebab tu aku rasa senang. Bulan je aku bayar.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Bayar tu senang. Tapi hidup tu tak semestinya senang, Ahmad.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 21, "speaker": "A", "text": "Apa maksud kau?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Kau ambil loan sekarang, senang sikit. Tapi tujuh tahun lagi? Sepuluh tahun lagi?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 24, "speaker": "B", "text": "Bila kahwin nanti? Nak beli rumah? Bank mana lagi nak layan kalau commitment kau dah max out?", "features": {"interjection": false, "colloquial": ["dah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["dah"], "stage1_colloquial": ["dah", "nak"]}, {"turn_id": 25, "speaker": "A", "text": "Tu... tu aku belum fikir sangat lagi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 26, "speaker": "B", "text": "Betul?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 27, "speaker": "A", "text": "Serius. Aku cuma fikir nak settle benda depan mata ni. Lagipun pressure kat office sekarang ni, aku kadang-kadang rasa nak lari je.", "features": {"interjection": false, "colloquial": ["je", "kat", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["ni", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nak", "ni"]}, {"turn_id": 28, "speaker": "B", "text": "Lari?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Ya, macam nak relax sikit. Duit ni nampak macam jalan keluar. Aku nampak macam best je boleh travel ke Bali ke apa.", "features": {"interjection": true, "colloquial": ["je", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.8}, "stage1_colloquial": ["je", "nak", "ni"]}, {"turn_id": 30, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "understanding", "emotion": {"primary": "understanding", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Aku tahu aku bodoh gila bila fikir balik. Tapi masa tu, desperate sangat.", "features": {"interjection": false, "colloquial": ["tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.9}, "colloquial_extended": true, "colloquial_added": ["tu", "tahu"], "stage1_colloquial": ["tahu", "tu"]}, {"turn_id": 32, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 33, "speaker": "A", "text": "Tapi kau cakap tu semua betul. Kalau aku kongsi loan, muka masuk air je masa tu.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 34, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 35, "speaker": "A", "text": "Bank orang ni bagus cerita depan, belakang dia makan kita.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 36, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "A", "text": "Okay. Terima kasih Siti. Kau bukak mata aku ni. Kalau kau tak cakap, memang aku dah submit application tadi.", "features": {"interjection": false, "colloquial": ["dah", "memang", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "grateful", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni", "dah", "memang"], "stage1_colloquial": ["dah", "memang", "ni", "tak"]}, {"turn_id": 38, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 39, "speaker": "A", "text": "Duit ni bukan segala-galanya. Stress sebab duit ni lebih teruk.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "determined", "intensity": 0.7}, "stage1_colloquial": ["ni"]}, {"turn_id": 40, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 41, "speaker": "A", "text": "Jangan follow je flow orang lain. Kita ikut rentak kita sendiri.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "determined", "intensity": 0.8}, "stage1_colloquial": ["je"]}, {"turn_id": 42, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 43, "speaker": "A", "text": "Jom, aku belanja teh tarik. Saje, nak release tension sikit.", "features": {"interjection": true, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["nak"]}, {"turn_id": 44, "speaker": "B", "text": "Okay, jom.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:36:08.521470Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 44, "estimated_duration_seconds": 220, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 14, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
44
malay_conv_fc570b
casual
{ "keywords": [ "package", "change", "inquiry" ], "primary": "package", "secondary": "package change inquiry kat Selangor" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah tanya pasal package upgrade tu kat Selangor lagi ke?", "features": {"interjection": true, "colloquial": ["dah", "kat", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.1}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "pasal", "dah"], "stage1_colloquial": ["dah", "kat", "pasal", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Belum lah. Sibuk gila kerja minggu ni.", "features": {"interjection": false, "colloquial": ["lah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "stage1_colloquial": ["lah", "ni"]}, {"turn_id": 3, "speaker": "A", "text": "Alah, jom la tanya. Lagipun bulan ni nak masuk cuti, kita tengok la package Unifi or Maxis tu best ke tak.", "features": {"interjection": false, "colloquial": ["la", "nak", "ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "hopeful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "la"], "stage1_colloquial": ["la", "nak", "ni", "tak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Aku check tadi, ada promo untuk area Shah Alam. Katanya kalau kita upgrade, speed dia naik laju gila.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Betul ke?", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Serious. Tapi aku tak berani buat keputusan sorang-sorang. Mahal sikit je bulan ni.", "features": {"interjection": false, "colloquial": ["je", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "je", "je"], "stage1_colloquial": ["je", "ni", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 9, "speaker": "A", "text": "Kau faham tak apa aku cakap ni? Kita kena consider balik budget.", "features": {"interjection": false, "colloquial": ["ni", "tak"], "backchannel": false, "pause": false, "interruption": true, "self_correction": false}, "pause": false, "interruption": true, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["ni", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Faham lah. kau jangan tension.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": ["lah"]}, {"turn_id": 11, "speaker": "A", "text": "Bukan tension, tapi aku... aku rasa macam kena berjimba sikit sekarang. Lagipun connection sekarang ni slow gila bila hujan.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "stage1_colloquial": ["ni"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Lagipun aku nak habiskan assignment. Tak boleh lah loading je macam tu.", "features": {"interjection": true, "colloquial": ["je", "lah", "nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "nak", "tak", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Okay.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Ni kalau kita tukar ke package 500Mbps tu, confirm best. Dah tu dapat free TV channels tu. Worth it lah kot.", "features": {"interjection": false, "colloquial": ["dah", "kot", "lah", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "lah", "dah"], "stage1_colloquial": ["dah", "kot", "lah", "ni", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Worth it ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "skeptical", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Yalah. Kira satu package tu handle everything. Streaming, gaming, semua.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Tapi... aku takut la. Kontrak dia 24 bulan. Kalau kita pindah rumah nanti, susah.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.4}, "stage1_colloquial": ["la"]}, {"turn_id": 20, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "understanding", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Sebab tu aku tanya kau dulu. Kau pun ada plan nak pindah ke Subang tak?", "features": {"interjection": false, "colloquial": ["nak", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tak", "tu"]}, {"turn_id": 22, "speaker": "B", "text": "Tak ada lagi-lagi.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["tak"]}, {"turn_id": 23, "speaker": "A", "text": "Good. Then kita boleh proceed.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 24, "speaker": "B", "text": "Proceed sekarang?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Tak lah. Esok aku call customer service. Kau just bagi green light je.", "features": {"interjection": false, "colloquial": ["je", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tak"]}, {"turn_id": 26, "speaker": "B", "text": "Ha... okay lah.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "resigned", "intensity": 0.1}, "stage1_colloquial": ["lah"]}, {"turn_id": 27, "speaker": "A", "text": "Settle kan? Bagus lah. Nanti kita tengok bil bulan depan. InsyaAllah tak memberatkan.", "features": {"interjection": false, "colloquial": ["kan", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah", "tak"]}, {"turn_id": 28, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 29, "speaker": "A", "text": "Thanks Siti. Aku memang appreciate sikit kau duk bantu aku manage ni.", "features": {"interjection": false, "colloquial": ["memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "ni"]}, {"turn_id": 30, "speaker": "B", "text": "Same-same.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "understanding", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Ok, nak mamat ni.", "features": {"interjection": false, "colloquial": ["nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 32, "speaker": "B", "text": "Bye.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 33, "speaker": "A", "text": "Assalam.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 34, "speaker": "B", "text": "Walaikum.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:37:01.380694Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 34, "estimated_duration_seconds": 170, "complexity": "high", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
34
malay_conv_4a5602
casual
{ "keywords": [ "relationship", "goals", "kat" ], "primary": "relationship", "secondary": "relationship goals kat Penang" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nampak tak posting Faris semalam kat Instagram?", "features": {"interjection": true, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Faris yang ex kau tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Tu dia. Dia bawa girlfriend dia jalan-jalan kat Penang.", "features": {"interjection": true, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Gila ah, couple goals betul. Mereka check-in hotel kat Gurney, sea view, lepas tu pergi makan Char Kway Teow dekat Lorong Selamat.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 7, "speaker": "A", "text": "Diorang pergi ESCAPE theme park lagik tu. Best kan? Romantic gila vibe dia.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Wah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Memang bagus. Pagi dia pergi lepakting kat Coffee Bean, tepi pantai, then evening jalan Pinaang Street Art.", "features": {"interjection": false, "colloquial": ["kat", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["kat", "memang"], "stage1_colloquial": ["kat", "memang"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Aku pun rasa cam nak plan gitu jugak next month. Bawak girlfriend pergi, tapi budget la.", "features": {"interjection": false, "colloquial": ["la", "nak", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["la", "pun"], "stage1_colloquial": ["la", "nak", "pun"]}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Nak dating pun tak kisah mahal, asalkan worth it. Cewah macam pro pulak.", "features": {"interjection": true, "colloquial": ["nak", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["pun"], "stage1_colloquial": ["nak", "pun", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Serious lah. Penang memang place kalau nak cari makan sedap. Pasembur tu memang 'shok' wei.", "features": {"interjection": false, "colloquial": ["lah", "memang", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "nak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Maybe nanti kita plan sama-sama kot, group dating. Korang siap tak?", "features": {"interjection": false, "colloquial": ["kot", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["kot", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Boleh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Bagus tu. Nanti aku cari hotel murah tapi best dekat Batu Ferringhi.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}]
{"generated_at": "2026-01-26T10:37:29.336818Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 19, "estimated_duration_seconds": 95, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 10, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
19
malay_conv_cca1d0
casual
{ "keywords": [ "meeting", "yang", "tak" ], "primary": "meeting", "secondary": "meeting yang tak habis-habis" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh, kau tak balik lagi ke? Baru nampak status story kau kat lobby.", "features": {"interjection": false, "colloquial": ["kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "alah, tunggu lift la. Ni baru nak keluar daripada meeting room tu.", "features": {"interjection": false, "colloquial": ["la", "nak", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "la"], "stage1_colloquial": ["la", "nak", "ni", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Serious? Meeting kau dari pukul berapa tadi?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 4, "speaker": "B", "text": "Dari pukul 2 petang tahi ayam! Sampai sekarang dah pukul 6 lebih baru habis.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["dah"]}, {"turn_id": 5, "speaker": "A", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 6, "speaker": "B", "text": "Dah la tu, topic dia berulang-ulang. Boss asyik dok cite vision sama je, sampai orang dah dahaga nak minum.", "features": {"interjection": false, "colloquial": ["dah", "je", "la", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "bored", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "la", "nak", "tu"]}, {"turn_id": 7, "speaker": "A", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": ["haa"]}, {"turn_id": 8, "speaker": "B", "text": "Betul. Aku duduk tu kepala dah pening, 'alignment' dia tak ada habis-habis.", "features": {"interjection": false, "colloquial": ["dah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tak", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Gila ah. Aku kalau kau confirm dah 'tidor' dalam tu.", "features": {"interjection": false, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "amused", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Dah nak tidur tu, tapi tengok sekeliling ramai gak orang 'blur' cam kena sawan.", "features": {"interjection": false, "colloquial": ["dah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "nak", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Yang paling best, time tu ada manager tanya, 'ada soalan?' semua senyap. Takde siapa nak jawab.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "amused", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 13, "speaker": "A", "text": "Scary gak silence tu kan.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ya. Tapi aku rasa semua orang dok fikir nak pergi makan je.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 15, "speaker": "A", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 16, "speaker": "B", "text": "Bila boss cakap 'dismissed', terus laju orang kabur.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Lari macam ada hantu ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "amused", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "B", "text": "Memang la. Aku sendiri pun terus cabut lari parking.", "features": {"interjection": false, "colloquial": ["la", "memang", "pun"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["la", "pun", "memang"], "stage1_colloquial": ["la", "memang", "pun"]}, {"turn_id": 19, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Esok ada lagi meeting continuation ngan client ni. Fuh, memang penat.", "features": {"interjection": false, "colloquial": ["memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "worried", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "memang"], "stage1_colloquial": ["memang", "ni"]}, {"turn_id": 21, "speaker": "A", "text": "Sabar je lah. Banyakkan minum kopi je.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 22, "speaker": "B", "text": "Kau ni senang cakap. Ok la, aku nak drive balik ni, jam dah start.", "features": {"interjection": false, "colloquial": ["dah", "la", "nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "la", "dah"], "stage1_colloquial": ["dah", "la", "nak", "ni"]}, {"turn_id": 23, "speaker": "A", "text": "Haa, drive hati-hati.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 24, "speaker": "B", "text": "Ok bye.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 25, "speaker": "A", "text": "Bye.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:38:08.426268Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 25, "estimated_duration_seconds": 125, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
25
malay_conv_403494
casual
{ "keywords": [ "leadership", "development" ], "primary": "leadership", "secondary": "leadership development" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak boss kita nak hantar kita pergi tu leadership training bulan depan?", "features": {"interjection": true, "colloquial": ["nak", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Haah, tapi aku malas gila nak pergi, memantang je nak dengar lecture pasal 'leading by example' tu.", "features": {"interjection": false, "colloquial": ["je", "nak", "pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "bored", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal", "je", "je"], "stage1_colloquial": ["je", "nak", "pasal", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Kau tau tak, aku rasa leadership ni bukan semata-mata nak jadi bossy atau order orang.", "features": {"interjection": false, "colloquial": ["nak", "ni", "tak", "tau"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "tau"], "stage1_colloquial": ["nak", "ni", "tak", "tau"]}, {"turn_id": 6, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 7, "speaker": "A", "text": "Kalau orang nak follow kita, kena la 'people person' kan, bukan sebab title je.", "features": {"interjection": false, "colloquial": ["je", "kan", "la", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "je", "je"], "stage1_colloquial": ["je", "kan", "la", "nak"]}, {"turn_id": 8, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Kat training tu sure banyak 'ice breaking' dan 'telematch' yang memenatkan.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Last time aku pergi, kena masuk hutan, mosquitoes gila babi, siap kena 'trust fall' lagi tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 12, "speaker": "B", "text": "Oh no.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Tapi aku kena pergi lah, kalau nak appraisal bagus sikit kan, nak naik gaji.", "features": {"interjection": false, "colloquial": ["kan", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah", "nak"]}, {"turn_id": 14, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 15, "speaker": "A", "text": "Kau nak join tak? Maybe boleh request same slot.", "features": {"interjection": true, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 16, "speaker": "B", "text": "Nantilah aku fikir.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Kita lepak lepas tu, pergi makan 'char kuey teow', best kan.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}]
{"generated_at": "2026-01-26T10:38:33.446818Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_c202fe
casual
{ "keywords": [ "laptop", "gaming", "untuk" ], "primary": "laptop", "secondary": "laptop gaming untuk graphic designpaling teruk" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dengar tak Ismail beli gaming laptop hampir sepuluh ribu tu?", "features": {"interjection": true, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Yang RGB macam Christmas tree tu?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 3, "speaker": "A", "text": "Yealah tu. Dia kata nak buat graphic design power gila, tapi bila bukak Photoshop je...", "features": {"interjection": false, "colloquial": ["je", "nak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "nak", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Lag?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Layak ke?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Ah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Screen dia color accuracy teruk, sangat fake, warna tak tepat langsung.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": ["tak"]}, {"turn_id": 8, "speaker": "B", "text": "Sakit mata.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Lagipun battery dia drain dalam sejam je, hape hal nak bawa kat client meeting.", "features": {"interjection": true, "colloquial": ["je", "kat", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["kat", "je", "je"], "stage1_colloquial": ["je", "kat", "nak"]}, {"turn_id": 10, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Betul. Berat macam batu lagi tu, dia sakit badan nak angkat dalam beg.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 13, "speaker": "A", "text": "Buat rendering okay la, tapi untuk proper design workflow? No no, not worth it at all.", "features": {"interjection": false, "colloquial": ["la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": ["la"]}, {"turn_id": 14, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Dia dah nangis-nangis doku cari Macbook Pro sekarang.", "features": {"interjection": false, "colloquial": ["dah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["dah"]}, {"turn_id": 16, "speaker": "B", "text": "Padan muka.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Next time kalau kau nak beli, tanya aku dulu, jangan terpedaya dengan marketing 'gaming' tu.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Okey boss.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:38:51.893804Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_c16795
casual
{ "keywords": [ "refund", "request" ], "primary": "refund", "secondary": "refund request" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Weh Siti, kau dah check status refund tu ke?", "features": {"interjection": true, "colloquial": ["dah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Ticket concert tu lah. Yang kita plan pergi last week tu.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Oh tu. Belum lah, asyik 'pending' je.", "features": {"interjection": false, "colloquial": ["je", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "je", "je"], "stage1_colloquial": ["je", "lah", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Aduhai. Memang la slow gila.", "features": {"interjection": false, "colloquial": ["la", "memang"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["la", "memang"], "stage1_colloquial": ["la", "memang"]}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Aku email dia orang siap attach screenshot semua. Still no update.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 8, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Yeah seriously. Rasa macam kena scam duit RM300 tu je.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Alamak. That is a lot of money weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Exactly. Dah la datang hujan lebat masa tu, event cancelled terus.", "features": {"interjection": false, "colloquial": ["dah", "la", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "la", "dah"], "stage1_colloquial": ["dah", "la", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Aku try call customer service, tunggu almost one hour.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 15, "speaker": "A", "text": "Pastu bila pick up, cakap 'please wait'. Lagi setengah jam aku tunggu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "B", "text": "Gila ah. Stress siol.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Last-last aku putus je. Buang masa saja.", "features": {"interjection": false, "colloquial": ["je", "saja"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "bored", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["je", "saja", "je"], "stage1_colloquial": ["je", "saja"]}, {"turn_id": 18, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kau rasa kalau kita DM kat Insta depa, diaorang reply ke?", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": ["kat"]}, {"turn_id": 20, "speaker": "B", "text": "Boleh try. Kadang-kadang admin dia lagi fast.", "features": {"interjection": true, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Aku malas lah nak layan. Penat.", "features": {"interjection": false, "colloquial": ["lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "bored", "intensity": 0.5}, "stage1_colloquial": ["lah", "nak"]}, {"turn_id": 22, "speaker": "B", "text": "Haha.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "amused", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 23, "speaker": "A", "text": "Entah-entah duit tu masuk account tak sedar.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "hopeful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 24, "speaker": "B", "text": "Harap lah. Amanah kan.", "features": {"interjection": false, "colloquial": ["kan", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kan", "lah"], "stage1_colloquial": ["kan", "lah"]}, {"turn_id": 25, "speaker": "A", "text": "Kalau tak sampai esok, aku memang buat report bank.", "features": {"interjection": false, "colloquial": ["memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["memang"], "stage1_colloquial": ["memang", "tak"]}, {"turn_id": 26, "speaker": "B", "text": "Baik tu. Jangan biar je.", "features": {"interjection": false, "colloquial": ["je", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "tu"]}, {"turn_id": 27, "speaker": "A", "text": "Jom kita makan, lapar gila fikir pasal duit ni.", "features": {"interjection": false, "colloquial": ["ni", "pasal"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["ni", "pasal"], "stage1_colloquial": ["ni", "pasal"]}, {"turn_id": 28, "speaker": "B", "text": "Ok jom. Nasi Lemak Kampung Baru?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T10:39:29.385904Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 28, "estimated_duration_seconds": 140, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 12, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 2, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
28
malay_conv_074174
casual
{ "keywords": [ "staycation", "KL" ], "primary": "staycation", "secondary": "staycation KL" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau nak plan staycation tak hujung minggu ni? Aku boring gila rumah.", "features": {"interjection": true, "colloquial": ["nak", "ni", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "bored", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni"], "stage1_colloquial": ["nak", "ni", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Staycation? Best lah tu. Dah lama tak keluar hotel.", "features": {"interjection": false, "colloquial": ["dah", "lah", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "dah"], "stage1_colloquial": ["dah", "lah", "tak", "tu"]}, {"turn_id": 3, "speaker": "A", "text": "Aku nampak promo tu Element kat Ampang. Rate dia okay sekarang.", "features": {"interjection": false, "colloquial": ["kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kat"], "stage1_colloquial": ["kat", "tu"]}, {"turn_id": 4, "speaker": "B", "text": "Element? Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 5, "speaker": "A", "text": "Yeah, hotel baru tu. Dekat LRT Ampang je. Senang nak pergi makan.", "features": {"interjection": false, "colloquial": ["je", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "je"], "stage1_colloquial": ["je", "nak", "tu"]}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Kalau tak nak situ, maybe aku cuba book The Ruma kat Bukit Bintang. Vibe dia lain macam.", "features": {"interjection": false, "colloquial": ["kat", "nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["kat"], "stage1_colloquial": ["kat", "nak", "tak"]}, {"turn_id": 8, "speaker": "B", "text": "Woah, Ruma mahal tu bro. Budget ke?", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "surprised", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 9, "speaker": "A", "text": "Kalau ada sale lah. Worth it kalau nak makan kat Tapak urban tu.", "features": {"interjection": false, "colloquial": ["kat", "lah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat"], "stage1_colloquial": ["kat", "lah", "nak", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 11, "speaker": "A", "text": "Tapi aku lebih prefer yang chill je. Jalan jauh macam penat.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["je"]}, {"turn_id": 12, "speaker": "B", "text": "Jom try KLCC area. Ada banyak hotel.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Grand Hyatt?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 14, "speaker": "B", "text": "Ouh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Pool dia atas katanya, view KLCC best gila. Nak test relaks kejap.", "features": {"interjection": false, "colloquial": ["nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "excited", "intensity": 0.7}, "stage1_colloquial": ["nak"]}, {"turn_id": 16, "speaker": "B", "text": "Ok jom. Korang bawak family ke couple?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 17, "speaker": "A", "text": "Lepaking dengan member je. Aku nak escape kejap dari kerja.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 18, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Makan malam nanti kita gi luar jalan kaki, cari laksa or nasi lemak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "excited", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "B", "text": "Okay tu. Settle lah.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 21, "speaker": "A", "text": "Aku check dulu availability kat Agoda ek.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "planning", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["kat"]}, {"turn_id": 22, "speaker": "B", "text": "Bagus.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T11:43:24.967895Z", "model": "glm-4.7", "temperature": 0.8, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "medium", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_f67d76
casual
{ "keywords": [ "investment", "advice", "untuk" ], "primary": "investment", "secondary": "investment advice untuk personal wealth kat Selangor" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, lu tengok tak property kat Selangor sekarang? Harga dah naik gila babi.", "features": {"interjection": true, "colloquial": ["dah", "kat", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["kat", "dah"], "stage1_colloquial": ["dah", "kat", "tak"]}, {"turn_id": 2, "speaker": "B", "text": "Tengok lah. Memang tak boleh beli dah dah.", "features": {"interjection": true, "colloquial": ["dah", "lah", "memang", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["lah", "dah", "memang"], "stage1_colloquial": ["dah", "lah", "memang", "tak"]}, {"turn_id": 3, "speaker": "A", "text": "Aku rasa better kita focus ASB or unit trust je lah, lebih selamat.", "features": {"interjection": false, "colloquial": ["je", "lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah"]}, {"turn_id": 4, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Kalau property kena bayar loan bertahun-tahun, penat gila weh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi kawan aku cakap area sekitar Cyberjaya tu lagi *worth it* kalau nak sewa.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "curious", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Ya lah, sebab ramai student sana, demand tinggi.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": ["lah"]}, {"turn_id": 10, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 11, "speaker": "A", "text": "Tapi aku masih *trauma* dengan stock market waktu *crypto crash* dulu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.7}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Serious *lah*, *rugi* gila waktu tu. Aku *top up* gaji pun habis.", "features": {"interjection": false, "colloquial": ["lah", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["lah", "pun", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Alamak.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "worried", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Sekarang aku duit simpan dalam Amanah Saham je, *sleep soundly*.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": ["je"]}, {"turn_id": 16, "speaker": "B", "text": "Bagus tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 17, "speaker": "A", "text": "Kau tak plan nak start invest dalam gold *ke*?", "features": {"interjection": false, "colloquial": ["nak", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["nak", "tak"]}, {"turn_id": 18, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "thinking", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 19, "speaker": "A", "text": "Gold *lah* barang *best*, lama-lama naik jugak harga dia.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": ["lah"]}, {"turn_id": 20, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 21, "speaker": "A", "text": "Jom kita buka akaun *kelab* simpanan emas bulan ni, kita *top up* sikit-sikit.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "stage1_colloquial": ["ni"]}, {"turn_id": 22, "speaker": "B", "text": "Ok!", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.4}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T11:44:24.277708Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 22, "estimated_duration_seconds": 110, "complexity": "low", "naturalness_score": 0.75, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 6, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
22
malay_conv_c9d45e
casual
{ "keywords": [ "streaming", "services" ], "primary": "streaming", "secondary": "streaming services" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah settle bulan ni tak? Aku baru je nak check bank statement tadi, terus nampak item Netflix tu debit.", "features": {"interjection": true, "colloquial": ["dah", "je", "nak", "ni", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "opening", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "nak", "ni", "tak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haah.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Fifty-five ringgit. Aku macam... serious ke kita ni dapat value kat situ?", "features": {"interjection": false, "colloquial": ["kat", "ni"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "tense", "intensity": 0.4}, "stage1_colloquial": ["kat", "ni"]}, {"turn_id": 4, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["mm"]}, {"turn_id": 5, "speaker": "A", "text": "Kadang-kadang aku fikir, kita ni macam 'subscribe' gila sebab FOMO je. Sebab orang lain cakap best, kita kena ada.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "ni"]}, {"turn_id": 6, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Ditambah Disney+, sampai macam Astro pun kita maintain kat umah tu. Satu bula berapa ratus hundred out dari pocket kita sia.", "features": {"interjection": false, "colloquial": ["kat", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "pun"], "stage1_colloquial": ["kat", "pun", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Last-last, scroll Netflix dua jam, tak jumpa apa nak tengok, tido je. Itu... itu sia punya duit.", "features": {"interjection": false, "colloquial": ["je", "nak", "tak"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["je", "nak", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 11, "speaker": "B", "text": "Tapi kau cakap pasal value tu, kita tengok macam mana sebenarnya?", "features": {"interjection": false, "colloquial": ["pasal", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "pasal"], "stage1_colloquial": ["pasal", "tu"]}, {"turn_id": 12, "speaker": "A", "text": "Aku maksudkan, untuk release hari tu, tu pun okay... worth it lah maybe. Tapi for months yang we tak guna? Itu buang-buang duit.", "features": {"interjection": false, "colloquial": ["lah", "pun", "tak", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": true}, "pause": true, "interruption": false, "self_correction": true, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "pun"], "stage1_colloquial": ["lah", "pun", "tak", "tu"]}, {"turn_id": 13, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["haa"]}, {"turn_id": 14, "speaker": "A", "text": "Kau tengok, aku plan nak cancel satu dua tu. Betul-bet nak cut cost.", "features": {"interjection": false, "colloquial": ["nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["nak", "tu"]}, {"turn_id": 15, "speaker": "B", "text": "Oh?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "A", "text": "Especially yang local channels tu. Astro GO tu... we hardly watch.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "resigned", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 17, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 18, "speaker": "A", "text": "Duit tu kalau kita simpan, boleh pergi makan sedap dua tiga kali sebulan. Atau bagi mak dengan ayah sikit.", "features": {"interjection": true, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "hopeful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 19, "speaker": "B", "text": "Seriously?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "questioning", "emotion": {"primary": "surprised", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 20, "speaker": "A", "text": "Serious. Aku kira tadi. Duit subscribe tu memang bukit kalau kumpul setahun.", "features": {"interjection": false, "colloquial": ["memang", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tu"]}, {"turn_id": 21, "speaker": "B", "text": "Rupanya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 22, "speaker": "B", "text": "Aku pun terasa sebenarnya. Bulan ni lepas bayar je semua tu, duit tinggal sikit je.", "features": {"interjection": false, "colloquial": ["je", "ni", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "vulnerable", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "je", "pun", "je"], "stage1_colloquial": ["je", "ni", "pun", "tu"]}, {"turn_id": 23, "speaker": "A", "text": "Kan?", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "tense", "intensity": 0.3}, "stage1_colloquial": ["kan"]}, {"turn_id": 24, "speaker": "B", "text": "Kita kadang-kadang lupa la Ahmad. Lifestyle creep ni bahaya.", "features": {"interjection": false, "colloquial": ["la", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "sharing", "emotion": {"primary": "vulnerable", "intensity": 0.5}, "stage1_colloquial": ["la", "ni"]}, {"turn_id": 25, "speaker": "A", "text": "Ya Allah.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 26, "speaker": "A", "text": "Aku rasa kau betul. Kita kena smart sikit. Nak tengok drama pun boleh plan... macam subscribe bila musim tu start, lepas tu cancel.", "features": {"interjection": true, "colloquial": ["nak", "pun", "tu"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["nak", "pun", "tu"]}, {"turn_id": 27, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "stage1_colloquial": ["mm"]}, {"turn_id": 28, "speaker": "A", "text": "Subscribe bulan-bulan tu macam bagi duit free je kat mereka.", "features": {"interjection": false, "colloquial": ["je", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "challenging", "emotion": {"primary": "determined", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "tu"]}, {"turn_id": 29, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 30, "speaker": "B", "text": "Gila juga bila fikir balik.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "expressing_emotion", "emotion": {"primary": "resigned", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 31, "speaker": "A", "text": "Ni macam best gila idea tu. Share password pun kena limit kan sekarang?", "features": {"interjection": false, "colloquial": ["kan", "ni", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": true}, "pause": false, "interruption": false, "self_correction": true, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "kan", "pun"], "stage1_colloquial": ["kan", "ni", "pun", "tu"]}, {"turn_id": 32, "speaker": "B", "text": "Betul tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 33, "speaker": "A", "text": "Kalau kita share, within family circle je... lagi jimat.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": ["je"]}, {"turn_id": 34, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 35, "speaker": "B", "text": "Aku setuju dengan kau. Kita kena prioritize. Bukan tengok je... tapi tengok yang betul-betul memberi impact pada kita.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": true, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 36, "speaker": "A", "text": "Exactly. Quality over quantity, tapi dalam konteks wallet kita.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "hopeful", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 37, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 38, "speaker": "A", "text": "Jangan sampai gaji masuk, terus keluang untuk entertainment je. Nanti masa tua, mengadap dinding je kita.", "features": {"interjection": false, "colloquial": ["je"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": true, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "determined", "intensity": 0.6}, "stage1_colloquial": ["je"]}, {"turn_id": 39, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "validating", "emotion": {"primary": "understanding", "intensity": 0.4}, "stage1_colloquial": ["haa"]}, {"turn_id": 40, "speaker": "B", "text": "Okay lah, kau bagi je list mana nak cancel. Aku follow kau.", "features": {"interjection": false, "colloquial": ["je", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "resolving", "emotion": {"primary": "determined", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "nak"]}, {"turn_id": 41, "speaker": "A", "text": "Deal. Best gila kita ni bila berjimat.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "pause": false, "interruption": false, "self_correction": false, "dialogue_act": "closing", "emotion": {"primary": "hopeful", "intensity": 0.6}, "stage1_colloquial": ["ni"]}]
{"generated_at": "2026-01-26T11:45:01.356765Z", "model": "glm-4.7", "temperature": 0.75, "total_turns": 41, "estimated_duration_seconds": 205, "complexity": "high", "naturalness_score": 0.9, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 14, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
41
malay_conv_f244d6
casual
{ "keywords": [ "travel", "insurance" ], "primary": "travel", "secondary": "travel insurance" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah beli travel insurance ke untuk trip Korea ni nanti?", "features": {"interjection": true, "colloquial": ["dah", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.6}, "stage1_colloquial": ["dah", "ni"]}, {"turn_id": 2, "speaker": "B", "text": "Belum lah. Sayang je, nanti tak guna kan.", "features": {"interjection": false, "colloquial": ["je", "kan", "lah", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "colloquial_extended": true, "colloquial_added": ["kan", "lah", "je", "je"], "stage1_colloquial": ["je", "kan", "lah", "tak"]}, {"turn_id": 3, "speaker": "A", "text": "Alah, jangan gitu wei. Better ada, takut-takut apa-apa kat sana.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "stage1_colloquial": ["kat"]}, {"turn_id": 4, "speaker": "B", "text": "Hmm.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Dulu kawan aku terkunci kat Thailand, sakit perut teruk, hospital bill mahal gila babi.", "features": {"interjection": false, "colloquial": ["kat"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "worried", "intensity": 0.7}, "stage1_colloquial": ["kat"]}, {"turn_id": 6, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.8}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Yes, lucky dia ada insurance, cover semua. Kalau tak, habis duit poket dia tu.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 9, "speaker": "A", "text": "Lagipun sekarang takut flight delay ke baggage lost, insurance tu cover lah sikit-sikit.", "features": {"interjection": false, "colloquial": ["lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "lah"], "stage1_colloquial": ["lah", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Haa, tu pun betul gak. Last time bag aku delay dua hari, tension gila.", "features": {"interjection": false, "colloquial": ["haa", "pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["haa", "pun", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Kan? Tu lah. Murah je nak beli, like few tens of Ringgit je.", "features": {"interjection": false, "colloquial": ["je", "kan", "lah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "lah", "je", "je"], "stage1_colloquial": ["je", "kan", "lah", "nak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 13, "speaker": "A", "text": "Kau check je kat app tu, travel pass ke, mana lah senang. Worth it kot.", "features": {"interjection": false, "colloquial": ["je", "kat", "kot", "lah", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "kot", "lah", "tu"]}, {"turn_id": 14, "speaker": "B", "text": "Ok ok, nanti aku tengok la. Mana tahu best kan.", "features": {"interjection": false, "colloquial": ["kan", "la", "tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["kan", "la", "tahu"], "stage1_colloquial": ["kan", "la", "tahu"]}, {"turn_id": 15, "speaker": "A", "text": "Jaga-jaga better. Jangan sampai kena jalan kaki from airport ke hotel sebab tak ada transport claim.", "features": {"interjection": false, "colloquial": ["tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["tak"]}, {"turn_id": 16, "speaker": "B", "text": "Haha, takpelah aku beli lah. Taknak aku penat badan nanti.", "features": {"interjection": false, "colloquial": ["lah"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "happy", "intensity": 0.4}, "stage1_colloquial": ["lah"]}, {"turn_id": 17, "speaker": "A", "text": "Bagus tu. Senang sikit hati kita kan.", "features": {"interjection": false, "colloquial": ["kan", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu", "kan"], "stage1_colloquial": ["kan", "tu"]}, {"turn_id": 18, "speaker": "B", "text": "Ya.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": []}]
{"generated_at": "2026-01-26T11:45:19.747366Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 18, "estimated_duration_seconds": 90, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 8, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
18
malay_conv_6e7643
casual
{ "keywords": [ "wrong", "item", "delivered" ], "primary": "wrong", "secondary": "wrong item delivered" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh, aku order baju tu online semalam, tapi bila buka parcel tadi, terus naik angin wei.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 2, "speaker": "B", "text": "Kenapa?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 3, "speaker": "A", "text": "Salah item gila babi! Aku order size L warna hitam, dia hantar size S warna puteq, lagi-lagi lawak kan.", "features": {"interjection": false, "colloquial": ["kan"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.9}, "stage1_colloquial": ["kan"]}, {"turn_id": 4, "speaker": "B", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 5, "speaker": "A", "text": "Cakap je. Dah la mahal, pos fee mahal, dapat baju budak sekolah pulak.", "features": {"interjection": false, "colloquial": ["dah", "je", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["la", "je", "dah", "je"], "stage1_colloquial": ["dah", "je", "la"]}, {"turn_id": 6, "speaker": "B", "text": "Hish.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "stage1_colloquial": []}, {"turn_id": 7, "speaker": "A", "text": "Aku dah terus chat seller tu kat WhatsApp, tadi dia kata 'sorry miss pick'.", "features": {"interjection": false, "colloquial": ["dah", "kat", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "dah"], "stage1_colloquial": ["dah", "kat", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Haa.", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.0}, "stage1_colloquial": ["haa"]}, {"turn_id": 9, "speaker": "A", "text": "Asyik excuse je tu. Memang tension gila la aku nak return barang ni.", "features": {"interjection": false, "colloquial": ["je", "la", "memang", "nak", "ni", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.8}, "colloquial_extended": true, "colloquial_added": ["ni", "tu", "la", "je", "memang", "je"], "stage1_colloquial": ["je", "la", "memang", "nak", "ni", "tu"]}, {"turn_id": 10, "speaker": "B", "text": "Kau minta refund la, jangan dah exchange.", "features": {"interjection": false, "colloquial": ["dah", "la"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["la", "dah"], "stage1_colloquial": ["dah", "la"]}, {"turn_id": 11, "speaker": "A", "text": "Nanti aku kena pos balik, buang kena duit postage lagi tu. Memang tak worth it.", "features": {"interjection": false, "colloquial": ["memang", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "memang"], "stage1_colloquial": ["memang", "tak", "tu"]}, {"turn_id": 12, "speaker": "B", "text": "Betul.", "features": {"interjection": false, "colloquial": [], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 13, "speaker": "A", "text": "Lagi satu, sistem tracking dia tak update pun, status masih 'picking' padahal dah sampai rumah.", "features": {"interjection": false, "colloquial": ["dah", "pun", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["dah", "pun"], "stage1_colloquial": ["dah", "pun", "tak"]}, {"turn_id": 14, "speaker": "B", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 15, "speaker": "A", "text": "Next time aku tak dah mau order kedai tu, review dia pun okay je tapi sistem fail.", "features": {"interjection": false, "colloquial": ["dah", "je", "pun", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu", "je", "dah", "pun", "je"], "stage1_colloquial": ["dah", "je", "pun", "tak", "tu"]}, {"turn_id": 16, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 17, "speaker": "A", "text": "Aku malas nak gaduh je, minta refund settle lah.", "features": {"interjection": false, "colloquial": ["je", "lah", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["lah", "je", "je"], "stage1_colloquial": ["je", "lah", "nak"]}, {"turn_id": 18, "speaker": "B", "text": "Harap-harap dia bagi.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.5}, "stage1_colloquial": []}, {"turn_id": 19, "speaker": "A", "text": "Kalau tak, aku report je terus kat platform tu, biar dia kena suspend.", "features": {"interjection": false, "colloquial": ["je", "kat", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "frustrated", "intensity": 0.7}, "colloquial_extended": true, "colloquial_added": ["tu", "kat", "je", "je"], "stage1_colloquial": ["je", "kat", "tak", "tu"]}, {"turn_id": 20, "speaker": "B", "text": "Bagus tu.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 21, "speaker": "A", "text": "Alahai, nasib badan je hari ni.", "features": {"interjection": false, "colloquial": ["je", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "stage1_colloquial": ["je", "ni"]}]
{"generated_at": "2026-01-26T11:45:43.761253Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 21, "estimated_duration_seconds": 105, "complexity": "low", "naturalness_score": 0.75, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 11, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 0, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
21
malay_conv_715a4f
casual
{ "keywords": [ "insurans", "hayat", "dan" ], "primary": "insurans", "secondary": "insurans hayat dan medical" }
["Ahmad", "Siti"]
{}
[{"turn_id": 1, "speaker": "A", "text": "Eh Siti, kau dah setel ke insurans medical tu? Agent aku call semalam tanya nak upgrade plan.", "features": {"interjection": true, "colloquial": ["dah", "nak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu", "dah"], "stage1_colloquial": ["dah", "nak", "tu"]}, {"turn_id": 2, "speaker": "B", "text": "Haa?", "features": {"interjection": false, "colloquial": ["haa"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "curious", "intensity": 0.2}, "stage1_colloquial": ["haa"]}, {"turn_id": 3, "speaker": "A", "text": "Iye, medical card tu. Bulan-bayar naik gila lately, merengut aku bayar.", "features": {"interjection": false, "colloquial": ["tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.6}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tu"]}, {"turn_id": 4, "speaker": "B", "text": "Betul tu. Premi aku pun naik, tensi gila bila nampak statement.", "features": {"interjection": false, "colloquial": ["pun", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "frustrated", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["tu", "pun"], "stage1_colloquial": ["pun", "tu"]}, {"turn_id": 5, "speaker": "A", "text": "Kata agent sekarang cost of treatment naik, kena top up coverage.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "neutral", "intensity": 0.2}, "stage1_colloquial": []}, {"turn_id": 6, "speaker": "B", "text": "Mm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.1}, "stage1_colloquial": ["mm"]}, {"turn_id": 7, "speaker": "A", "text": "Tapi aku fikir-fikir kan, tak ada insurans nanti kena hospital, duit habis macam tu je. Worth it kot sebenarnya.", "features": {"interjection": false, "colloquial": ["je", "kan", "kot", "tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "thoughtful", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "kan", "je", "je"], "stage1_colloquial": ["je", "kan", "kot", "tak", "tu"]}, {"turn_id": 8, "speaker": "B", "text": "Haa tu.", "features": {"interjection": false, "colloquial": ["haa", "tu"], "backchannel": true, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "neutral", "intensity": 0.2}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["haa", "tu"]}, {"turn_id": 9, "speaker": "A", "text": "Kau ada life insurance tak? Atau medical je?", "features": {"interjection": false, "colloquial": ["je", "tak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "asking", "emotion": {"primary": "curious", "intensity": 0.4}, "stage1_colloquial": ["je", "tak"]}, {"turn_id": 10, "speaker": "B", "text": "Medical ada, life insurance tu tak pernah ambik. Rasa macam tak perlu lagi sekarang.", "features": {"interjection": false, "colloquial": ["tak", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "neutral", "intensity": 0.3}, "colloquial_extended": true, "colloquial_added": ["tu"], "stage1_colloquial": ["tak", "tu"]}, {"turn_id": 11, "speaker": "A", "text": "Serious?", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 12, "speaker": "A", "text": "Aku rasa better ada, especially if ada family tanggungan. Siapa tahu anything happen, nanti ada coverage.", "features": {"interjection": false, "colloquial": ["tahu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "neutral", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tahu"], "stage1_colloquial": ["tahu"]}, {"turn_id": 13, "speaker": "B", "text": "Mm-hmm.", "features": {"interjection": false, "colloquial": ["mm"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "thoughtful", "intensity": 0.2}, "stage1_colloquial": ["mm"]}, {"turn_id": 14, "speaker": "B", "text": "Tapi insurance ni satu hal, kalau claim susah nak dapat. Kawan aku penah kena case, leceh gila.", "features": {"interjection": true, "colloquial": ["nak", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "complaining", "emotion": {"primary": "frustrated", "intensity": 0.5}, "stage1_colloquial": ["nak", "ni"]}, {"turn_id": 15, "speaker": "A", "text": "Oh.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "responding", "emotion": {"primary": "surprised", "intensity": 0.4}, "stage1_colloquial": []}, {"turn_id": 16, "speaker": "A", "text": "Aku lagi teruk, aku malas nak baca fine print. Bagi je agent sign, terus lepak.", "features": {"interjection": false, "colloquial": ["je", "nak"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.5}, "stage1_colloquial": ["je", "nak"]}, {"turn_id": 17, "speaker": "B", "text": "Haha, patutlah kena tipu.", "features": {"interjection": false, "colloquial": [], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "joking", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": []}, {"turn_id": 18, "speaker": "A", "text": "Kau ni, memang suka mengutuk. Kita cari agent lain lah esok, tawar harga murah sikit.", "features": {"interjection": false, "colloquial": ["lah", "memang", "ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "suggesting", "emotion": {"primary": "excited", "intensity": 0.5}, "colloquial_extended": true, "colloquial_added": ["ni", "lah", "memang"], "stage1_colloquial": ["lah", "memang", "ni"]}, {"turn_id": 19, "speaker": "B", "text": "Bagus tu. Kite compare lah, mana tahu dapat diskaun.", "features": {"interjection": false, "colloquial": ["lah", "tahu", "tu"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "agreeing", "emotion": {"primary": "excited", "intensity": 0.4}, "colloquial_extended": true, "colloquial_added": ["tu", "lah", "tahu"], "stage1_colloquial": ["lah", "tahu", "tu"]}, {"turn_id": 20, "speaker": "A", "text": "Ok, set. Jom mamak lepas ni kita discuss.", "features": {"interjection": false, "colloquial": ["ni"], "backchannel": false, "pause": false, "interruption": false, "self_correction": false}, "dialogue_act": "sharing", "emotion": {"primary": "happy", "intensity": 0.6}, "stage1_colloquial": ["ni"]}]
{"generated_at": "2026-01-26T11:46:13.238105Z", "model": "glm-4.7", "temperature": 0.85, "total_turns": 20, "estimated_duration_seconds": 100, "complexity": "low", "naturalness_score": 0.8, "language_variety": "bahasa_rojak", "stage2_processed": true, "stage2_stats": {"vocabulary_fixes": 0, "grammar_fixes": 0, "name_fixes": 0, "colloquial_retagged": 9, "dialogue_act_fixes": 0, "backchannels_injected": 0, "formality_level": "casual", "language_variety": "bahasa_rojak", "validation_checks": {"colloquial_completeness_issues": 0, "backchannel_placement_issues": 1, "dialogue_sequence_issues": 0}}}
casual_1k.jsonl
20