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audio
dict
text
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26
973
duration
float64
1
60
source_dataset
large_stringclasses
9 values
{"bytes":"UklGRsRlCwBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YaBlCwAP/xb+GP6b/bv9D/7s/Q//kP81/4sAjv(...TRUNCATED)
"language Arabic<asr_text>الفن اساسا هو جهد بشري\n لان في مشاعر وابد(...TRUNCATED)
23.341
Omnilingual_acw_Arab
{"bytes":"UklGRuTBAABXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YcDBAACG/8H/1AD6AUIC5ALhAr0BrAESAgYCfw(...TRUNCATED)
language Arabic<asr_text>الله يحفظك
1.55
SADA22_Saudi_60k
{"bytes":"UklGRuTxBwBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YcDxBwAL+4D6E/rM+VT5H/kc+en49fgl+R35Jf(...TRUNCATED)
"language Arabic<asr_text>الجزء الصحراوي الجزء الصحراوي ايش هو الج(...TRUNCATED)
16.27
SADA22_Saudi_60k
{"bytes":"UklGRiSbAABXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YQCbAAAG9mD2Bve29zL4Kvis93D3CPgN+ar5iv(...TRUNCATED)
language Arabic<asr_text>ايوه وسخ بالفطرة
1.24
SADA22_Saudi_60k
{"bytes":"UklGRiIkBABXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0Yf4jBADR+2D81/zM/Pn8h/2p/XD91P1x/hn+xf(...TRUNCATED)
"language German<asr_text>wenn das bei der wto durchkommt kann auch jede industriepolitische maßnah(...TRUNCATED)
8.479938
VoxPopuli_German
{"bytes":"UklGRmSwBQBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YUCwBQBFM2I/GENqPnY3vzVjLfEX0wAV7uXgOt(...TRUNCATED)
"language Arabic<asr_text>ها يا شباب نبي مساعدة يا ابشري عطوها عطوه(...TRUNCATED)
11.65
SADA22_Saudi_30k
{"bytes":"UklGRsi4DABXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YaS4DAD//wAAAAAAAAYAAgAEAAQAAwACAAMABQ(...TRUNCATED)
"language Arabic<asr_text>ألف عام <hesitation> أول شي بستكشف المجتمع وأش(...TRUNCATED)
26.053125
Omnilingual_ars_Arab
{"bytes":"UklGRqR/AABXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YYB/AAD1IysiHiVmKDco/CQ8I5EiGB6ZFjAPyQ(...TRUNCATED)
language Arabic<asr_text>وانتو معاكم
1.02
SADA22_Saudi_30k
{"bytes":"UklGRuKJAQBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0Yb6JAQCG/0f/Zf+s/wAA6P+U/6T/xf/j/04AjQ(...TRUNCATED)
language Arabic<asr_text>حتى انت يا عتيج حتى انت يا يمه
3.149938
SADA22_Saudi_60k
{"bytes":"UklGRhqsAwBXQVZFZm10IBAAAAABAAEAgD4AAAB9AAACABAAZGF0YfarAwDm/9f/+v8LAA8AEAAMAAgA3v/Y/w4AGw(...TRUNCATED)
"language English<asr_text>delivering on the sdgs is deeply entwined with our objectives under the t(...TRUNCATED)
7.519688
VoxPopuli_English
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Qwen3-ASR Multilingual Fine-tuning Dataset

This dataset contains 75395 audio samples for fine-tuning Qwen3-ASR model with focus on Arabic dialects while maintaining multilingual capabilities.

Dataset Composition

  • Arabic: ~70% (Saudi dialects, MSA, Egyptian)
  • Other Languages: ~30% (English, Spanish, French, German, Chinese, Japanese, Korean, Russian)

Dataset Structure

  • Train: 71628 samples
  • Validation: 3767 samples

Columns

  • audio: Audio data (16kHz WAV, mono)
  • text: Transcription with language prefix (e.g., language Arabic<asr_text>...)
  • duration: Audio duration in seconds
  • source_dataset: Source dataset name

Usage

from datasets import load_dataset

dataset = load_dataset("athenasaurav/final_Qwen_multi")

# Cast audio column if needed
dataset = dataset.cast_column("audio", Audio(sampling_rate=16000))

Sources

Arabic

  • SADA22_Saudi_60k
  • SADA22_Saudi_30k
  • Saudi_Podcasts
  • Omnilingual (ars_Arab, acw_Arab)

Multilingual

  • VoxPopuli (English, Spanish, French, German)
  • FLEURS (Chinese, Japanese, Korean, Russian)

License

CC-BY-4.0

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