MOSS unfavored due to high Zero-GPU requirements

README.md

@@ -24,6 +24,7 @@ models:
 - HKUSTAudio/Llasa-8B
 - IndexTeam/Index-TTS
 - kyutai/pocket-tts
+- kyutai/tts-voices
 - lj1995/GPT-SoVITS
 - metavoiceio/metavoice-1B-v0.1
 - myshell-ai/MeloTTS-English-v2

app/models.py

@@ -169,8 +169,8 @@ AVAILABLE_MODELS = {
     'smallestai/smallest-ai-tts-lightningv3.1-demo': 'smallestai/smallest-ai-tts-lightningv3.1-demo',
 
     # Qwen3 TTS
-    'Qwen/Qwen3-TTS-Voice-Design': 'Qwen/Qwen3-TTS-Voice-Design',
     'Qwen/Qwen3-TTS': 'Qwen/Qwen3-TTS',
+    'Qwen/Qwen3-TTS-Voice-Design': 'Qwen/Qwen3-TTS-Voice-Design', # voice by prompt
 
     # MOSS TTS
     'OpenMOSS-Team/MOSS-TTS': 'OpenMOSS-Team/MOSS-TTS',
@@ -279,7 +279,7 @@ top_five = [
     'NeuralFalcon/Pocket-TTS',
     'smallestai/smallest-ai-tts-lightningv3.1-demo',
     'Qwen/Qwen3-TTS-Voice-Design',
-    'OpenMOSS-Team/MOSS-TTS',
+    'Qwen/Qwen3-TTS',
 ]
 
 # prioritize low vote models

app/tts_spaces/hexgrad__kokoro.json

@@ -6,5 +6,6 @@
   "is_zero_gpu_space": false,
   "series": "Kokoro",
   "space_link": "Remsky/Kokoro-TTS-Zero",
+  "emoji": "😷",
   "title": "Deprecated: Kokoro v1.0+ improves pronunciation"
 }

create_space_files.py

@@ -4,420 +4,7 @@ import os
 
 # HF_SPACES data from models.py
 hf_spaces = {
-    'coqui/xtts': {
-        'name': 'XTTS v2',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'XTTS',
-        'emoji': '😩',
-        'title': 'Gradio version too old',
-    },
-    'collabora/WhisperSpeech': {
-        'name': 'WhisperSpeech',
-        'function': '/whisper_speech_demo',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'WhisperSpeech',
-        'emoji': '😷',
-        'title': 'Broken space - runtime error',
-    },
-    'myshell-ai/OpenVoice': {
-        'name': 'OpenVoice',
-        'function': '1',
-        'text_param_index': 0,
-        'return_audio_index': 1,
-        'series': 'OpenVoice',
-        'emoji': '😩',
-        'title': 'Gradio version too old',
-    },
-    'myshell-ai/OpenVoiceV2': {
-        'name': 'OpenVoice v2',
-        'function': '1',
-        'text_param_index': 0,
-        'return_audio_index': 1,
-        'series': 'OpenVoice',
-        'emoji': '😩',
-        'title': 'Gradio version too old',
-    },
-    'mrfakename/MetaVoice-1B-v0.1': {
-        'name': 'MetaVoice',
-        'function': '/tts',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'MetaVoice',
-        'emoji': '😷',
-        'title': 'Broken space - runtime error',
-    },
-    'Pendrokar/xVASynth-TTS': {
-        'name': 'xVASynth v3 DeepMoji',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'xVASynth',
-        'title': 'Outclassed',
-    },
-    'Pendrokar/xVASynth-TTS/NoDeepMoji': {
-        'name': 'xVASynth v3',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'xVASynth',
-        'space_link': 'Pendrokar/xVASynth-TTS',
-        'title': 'Outclassed',
-    },
-    'coqui/CoquiTTS': {
-        'name': 'CoquiTTS',
-        'function': '0',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'CoquiTTS',
-        'title': 'Outclassed',
-    },
-    'LeeSangHoon/HierSpeech_TTS': {
-        'name': 'HierSpeech++',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'HierSpeech++',
-        'emoji': '😒',
-        'title': 'Narration voice',
-    },
-    'mrfakename/MeloTTS': {
-        'name': 'MeloTTS',
-        'function': '/synthesize',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'series': 'MeloTTS',
-        'emoji': '😷',
-        'title': 'Broken space / Outclassed narration voice',
-    },
-    'parler-tts/parler_tts': {
-        'name': 'Parler Mini',
-        'function': '/gen_tts',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Parler',
-        'emoji': '😷',
-        'title': 'Broken space - runtime error',
-    },
-    'parler-tts/parler_tts/large': {
-        'name': 'Parler Large',
-        'function': '/gen_tts',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Parler',
-        'emoji': '😷',
-        'title': 'Broken space - runtime error',
-        'space_link': 'parler-tts/parler_tts',
-    },
-    'parler-tts/parler-tts-expresso': {
-        'name': 'Parler Mini Expresso',
-        'function': '/gen_tts',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Parler',
-        'emoji': '😷',
-        'title': 'Broken space - runtime error',
-    },
-    'PHBJT/multi_parler_tts': {
-        'name': 'Parler Mini Multi v1.1',
-        'function': '/gen_tts',
-        'text_param_index': 'text',
-        'return_audio_index': 1,
-        'is_zero_gpu_space': True,
-        'series': 'Parler',
-        'title': 'Unstable',
-    },
-    'PHBJT/multi_parler_tts/reformatted': {
-        'name': 'Parler Mini Multi v1.1r',
-        'function': '/gen_tts',
-        'text_param_index': 'text',
-        'return_audio_index': 1,
-        'is_zero_gpu_space': True,
-        'series': 'Parler',
-        'title': 'Unstable',
-    },
-    'innoai/Edge-TTS-Text-to-Speech': {
-        'name': 'Microsoft® Edge TTS',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'is_closed_source': True,
-        'series': 'Edge TTS',
-        'emoji': '',
-        'space_link': 'innoai/Edge-TTS-Text-to-Speech',
-    },
-    'fishaudio/fish-speech-1': {
-        'name': 'Fish Speech',
-        'function': '/inference_wrapper',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'series': 'Fish Speech',
-        'emoji': '😵',
-        'title': 'Deprecated: Redirects to OpenAudio',
-    },
-    'fishaudio/openaudio-s1-mini': {
-        'name': 'OpenAudio S1 Mini',
-        'function': '/partial',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'series': 'Fish Speech',
-    },
-    'mrfakename/E2-F5-TTS': {
-        'name': 'F5 TTS',
-        'function': '/predict',
-        'text_param_index': 'gen_text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'E2/F5 TTS',
-        'title': 'Uses a voice sample from trained dataset',
-    },
-    'mrfakename/E2-F5-TTS/E2': {
-        'name': 'E2 TTS',
-        'function': '/basic_tts',
-        'text_param_index': 'gen_text_input',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'E2/F5 TTS',
-    },
-    'Flux9665/MassivelyMultilingualTTS': {
-        'name': 'IMS-Toucan',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'IMS-Toucan',
-        'title': 'Changes voice pitch on each request',
-    },
-    'Flux9665/EnglishToucan': {
-        'name': 'IMS-Toucan EN',
-        'function': '/predict',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'series': 'IMS-Toucan',
-        'emoji': '😒',
-        'title': 'Narration voice',
-    },
-    'Pendrokar/style-tts-2': {
-        'name': 'StyleTTS v2',
-        'function': '/synthesize',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'StyleTTS',
-        'emoji': '😷',
-        'title': 'Outclassed by Kokoro',
-    },
-    'hexgrad/kokoro': {
-        'name': 'Kokoro v0.19',
-        'function': '/generate',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': False,
-        'series': 'Kokoro',
-        'space_link': 'Remsky/Kokoro-TTS-Zero',
-        'title': 'Deprecated: Kokoro v1.0+ improves pronunciation',
-    },
-    'hexgrad/Kokoro-TTS/0.23': {
-        'name': 'StyleTTS Kokoro v23',
-        'function': '/multilingual',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Kokoro',
-        'title': 'Deprecated: Kokoro v1.0+ improves pronunciation',
-    },
-    'hexgrad/Kokoro-API': {
-        'name': 'Kokoro v1.0',
-        'function': '/predict',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': False,
-        'series': 'Kokoro',
-        'space_link': 'hexgrad/kokoro',
-    },
-    'amphion/maskgct': {
-        'name': 'MaskGCT',
-        'function': '/predict',
-        'text_param_index': 1,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'MaskGCT',
-        'emoji': '🥵',
-        'title': 'Requires 300s reserved ZeroGPU time! Cannot afford!',
-    },
-    'Svngoku/maskgct-audio-lab': {
-        'name': 'MaskGCT',
-        'function': '/predict',
-        'text_param_index': 1,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'MaskGCT',
-        'emoji': '🥵',
-        'title': 'Requires 300s reserved ZeroGPU time! Cannot afford!',
-    },
-    'lj1995/GPT-SoVITS-v2': {
-        'name': 'GPT-SoVITS v2',
-        'function': '/get_tts_wav',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'GPT-SoVITS',
-        'title': 'Outclassed',
-    },
-    'lj1995/GPT-SoVITS-ProPlus': {
-        'name': 'GPT-SoVITS ProPlus',
-        'function': '/get_tts_wav',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'GPT-SoVITS',
-        'title': 'Outclassed',
-    },
-    'ameerazam08/OuteTTS-0.2-500M-Demo': {
-        'name': 'OuteTTS v0.2 500M',
-        'function': '/generate_tts',
-        'text_param_index': 0,
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'OuteTTS',
-        'emoji': '🥵',
-        'title': 'Requires 300s reserved ZeroGPU time! Cannot afford!',
-    },
-    'OuteAI/OuteTTS-0.3-1B-Demo': {
-        'name': 'OuteTTS v0.3 1B',
-        'function': '/generate_tts',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'OuteTTS',
-        'emoji': '🥵',
-        'title': 'Requires 300s reserved ZeroGPU time! Cannot afford!',
-    },
-    'HKUST-Audio/Llasa-1B-finetuned-for-two-speakers': {
-        'name': 'LLaSA 1B',
-        'function': '/predict',
-        'text_param_index': 'input_text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'LLaSA',
-        'title': 'Broken space - Runtime error',
-    },
-    'srinivasbilla/llasa-3b-tts': {
-        'name': 'LLaSA 3B',
-        'function': '/infer',
-        'text_param_index': 'target_text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'LLaSA',
-    },
-    'srinivasbilla/llasa-8b-tts': {
-        'name': 'LLaSA 8B',
-        'function': '/infer',
-        'text_param_index': 'target_text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'LLaSA',
-    },
-    'CAMB-AI/mars5_space': {
-        'name': 'MARS 5',
-        'function': '/on_click',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': False,
-        'series': 'MARS',
-    },
-    'CAMB-AI/mars6-turbo-demo': {
-        'name': 'MARS 6',
-        'function': '/inference',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': False,
-        'is_closed_source': True,
-        'series': 'MARS',
-        'title': 'Unstable',
-    },
-    'Steveeeeeeen/Zonos': {
-        'name': 'Zonos T',
-        'function': '/generate_audio',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Zonos',
-    },
-    'Steveeeeeeen/Zonos/hybrid': {
-        'name': 'Zonos H',
-        'function': '/generate_audio',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Zonos',
-        'title': 'Outclassed',
-        'space_link': 'Steveeeeeeen/Zonos',
-    },
-    'thunnai/SparkTTS': {
-        'name': 'Spark-TTS',
-        'function': '/voice_clone',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Spark-TTS',
-        'title': 'Outclassed',
-    },
-    'sesame/csm-1b': {
-        'name': 'CSM 1B',
-        'function': '/infer',
-        'text_param_index': 'gen_conversation_input',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'CSM-1B',
-        'title': 'Outclassed',
-    },
-    'MohamedRashad/Orpheus-TTS': {
-        'name': 'Orpheus 3B v0.1',
-        'function': '/generate_speech',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Orpheus',
-    },
-    'IndexTeam/IndexTTS': {
-        'name': 'Index TTS',
-        'function': '/gen_single',
-        'text_param_index': 'text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Index',
-        'title': 'Outclassed',
-    },
-    'nari-labs/Dia-1.6B': {
-        'name': 'Dia',
-        'function': '/generate_audio',
-        'text_param_index': 'text_input',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Dia',
-        'title': 'Outclassed',
-    },
-    'ResembleAI/Chatterbox': {
-        'name': 'Chatterbox',
-        'function': '/generate_tts_audio',
-        'text_param_index': 'text_input',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'Chatterbox',
-    },
-    'ByteDance/MegaTTS3': {
-        'name': 'MegaTTS',
-        'function': '/predict',
-        'text_param_index': 'inp_text',
-        'return_audio_index': 0,
-        'is_zero_gpu_space': True,
-        'series': 'MegaTTS',
-    },
+
 }
 
 # Create files

create_space_inputs_files.py

@@ -5,365 +5,16 @@ import os
 from gradio_client import handle_file
 from app.models import DEFAULT_VOICE_SAMPLE, DEFAULT_VOICE_TRANSCRIPT, DEFAULT_VOICE_PROMPT
 
-# HF_SPACES data from models.py
-hf_spaces = {
-    # tonyassi ZeroGPU space of XTTS:
-    'coqui/xtts': {
-        1: DEFAULT_VOICE_SAMPLE, # voice sample
-        # 'audio': DEFAULT_VOICE_SAMPLE, # voice sample
-    },
-    'collabora/WhisperSpeech': {
-        1: DEFAULT_VOICE_SAMPLE, # voice sample
-        2: DEFAULT_VOICE_SAMPLE, # voice sample URL
-        3: 14.0, #Tempo - Gradio Slider issue: takes min. rather than value
-    },
-    'myshell-ai/OpenVoice': {
-        1: 'default', # style
-        2: 'https://huggingface.co/spaces/myshell-ai/OpenVoiceV2/resolve/main/examples/speaker0.mp3', # voice sample
-    },
-    'myshell-ai/OpenVoiceV2': {
-        1: 'en_us', # style
-        2: 'https://huggingface.co/spaces/myshell-ai/OpenVoiceV2/resolve/main/examples/speaker0.mp3', # voice sample
-    },
-    'PolyAI/pheme': {
-        1: 'YOU1000000044_S0000798', # voice
-        2: 210,
-        3: 0.7, #Tempo - Gradio Slider issue: takes min. rather than value
-    },
-    'Pendrokar/xVASynth-TTS': {
-        1: 'x_ex04', #fine-tuned voice model name
-        3: 1.0, #pacing/duration - Gradio Slider issue: takes min. rather than value
-    },
-    'Pendrokar/xVASynth-TTS/NoDeepMoji': {
-        1: 'x_ex02', #fine-tuned voice model name
-        3: 1.0, #pacing/duration - Gradio Slider issue: takes min. rather than value
-        10: False, #Use DeepMoji
-    },
-    'suno/bark': {
-        1: 'Speaker 3 (en)', # voice
-    },
-    'amphion/Text-to-Speech': {
-        1: 'LikeManyWaters', # voice
-    },
-    'LeeSangHoon/HierSpeech_TTS': {
-        1: handle_file('https://huggingface.co/spaces/LeeSangHoon/HierSpeech_TTS/resolve/main/example/female.wav'), # voice sample
-        2: 0.333,
-        3: 0.333,
-        4: 1,
-        5: 1,
-        6: 0,
-        7: 1111,
-    },
-    'Manmay/tortoise-tts': {
-        1: None, # text-from-file
-        2: 'angie', # voice
-        3: 'disabled', # second voice for a dialogue
-        4: 'No', # split by newline
-    },
-    'mrfakename/MeloTTS': {
-        'speaker': 'EN-Default',    # DEFAULT_VOICE_SAMPLE=EN-Default
-        'speed': 1.0,
-        'language': 'EN',
-    },
-    'mrfakename/MetaVoice-1B-v0.1': {
-        1: 5,   # float (numeric value between 0.0 and 10.0) in 'Speech Stability - improves text following for a challenging speaker' Slider component
-        2: 5,   # float (numeric value between 1.0 and 5.0) in 'Speaker similarity - How closely to match speaker identity and speech style.' Slider component
-        3: "Preset voices", # Literal['Preset voices', 'Upload target voice']  in 'Choose voice' Radio component
-        4: "Bria",  # Literal['Bria', 'Alex', 'Jacob']  in 'Preset voices' Dropdown component
-        5: None,    # filepath  in 'Upload a clean sample to clone. Sample should contain 1 speaker, be between 30-90 seconds and not contain background noise.' Audio component
-    },
-    'parler-tts/parler_tts': { # mini
-        1: 'Laura; Laura\'s ' + DEFAULT_VOICE_PROMPT, #description / voice prompt
-        2: False, #use_large
-    },
-    'parler-tts/parler_tts/large': {
-        1: 'Laura; Laura\'s ' + DEFAULT_VOICE_PROMPT, #description / voice prompt
-        2: True, #use_large
-    },
-    # multi-lang parler mini 1.1
-    'PHBJT/multi_parler_tts': {
-        'description': 'a ' + DEFAULT_VOICE_PROMPT, #description / voice prompt
-        'do_format': False, # Reformat description using Gemma 2b
-    },
-    'parler-tts/parler-tts-expresso': {
-        1: 'Elisabeth; Elisabeth\'s ' + DEFAULT_VOICE_PROMPT, #description / voice prompt
-    },
-    'innoai/Edge-TTS-Text-to-Speech': {
-        1: 'en-US-EmmaMultilingualNeural - en-US (Female)', # voice
-        2: 0, # pace rate
-        3: 0, # pitch
-    },
-
-    'fishaudio/fish-speech-1': {
-        'normalize': False,
-        'reference_audio': handle_file('https://huggingface.co/spaces/fishaudio/fish-speech-1/resolve/main/examples/English.wav'),
-        'reference_text': 'In the ancient land of Eldoria, where the skies were painted with shades of mystic hues and the forests whispered secrets of old, there existed a dragon named Zephyros. Unlike the fearsome tales of dragons that plagued human hearts with terror, Zephyros was a creature of wonder and wisdom, revered by all who knew of his existence.', # reference_text
-        'max_new_tokens': 1024,
-        'chunk_length': 200,
-        'top_p': 0.7,
-        'repetition_penalty': 1.2,
-        'temperature': 0.7,
-        'seed': 0,
-        'use_memory_cache': "never",
-    },
-
-    # OpenAudio S1 (Fish Audio)
-    'fishaudio/openaudio-s1-mini': {
-        'reference_id': None,
-        'reference_audio': handle_file('voice_samples/English.wav'),
-        'reference_text': 'In the ancient land of Eldoria, where the skies were painted with shades of mystic hues and the forests whispered secrets of old, there existed a dragon named Zephyros. Unlike the fearsome tales of dragons that plagued human hearts with terror, Zephyros was a creature of wonder and wisdom, revered by all who knew of his existence.', # reference_text
-        'max_new_tokens': 0,
-        'chunk_length': 0,
-        'top_p': 0.9,
-        'repetition_penalty': 1.1,
-        'temperature': 0.9,
-        'seed': 1,
-        'use_memory_cache': "on",
-    },
-
-    # F5
-    'mrfakename/E2-F5-TTS': {
-        'ref_audio': handle_file('voice_samples/EN_B00004_S00051_W000213.mp3'),
-        'ref_text': 'Our model manager is Graham, whom we observed leading a small team of chemical engineers within a multinational European firm we\'ll call Kruger Bern.',
-        'remove_silence': False,
-    },
-
-    # E2 TODO: call switch model
-    'mrfakename/E2-F5-TTS/E2': {
-        'ref_audio_input': handle_file('voice_samples/EN_B00004_S00051_W000213.mp3'),
-        'ref_text_input': 'Our model manager is Graham, whom we observed leading a small team of chemical engineers within a multinational European firm we\'ll call Kruger Bern.',
-        'remove_silence': False,
-        'cross_fade_duration_slider': 0.15,
-        'nfe_slider': 32,
-        'speed_slider': 1,
-    },
-
-    # IMS-Toucan
-    'Flux9665/MassivelyMultilingualTTS': {
-        1: "English (eng)", #language
-        2: 0.6, #prosody_creativity
-        3: 1, #duration_scaling_factor
-        4: 41, #voice_seed
-        5: -7.5, #emb1
-        6: None, #reference_audio
-    },
-
-    # StyleTTS 2
-    'Pendrokar/style-tts-2': {
-        'voice': "f-us-2",
-        'lang': 'en-us',
-        'lngsteps': 8,
-    },
-
-    # StyleTTS 2 Kokoro v0.19
-    'hexgrad/kokoro': {
-        'voice': "af",
-        'ps': None,
-        'speed': 1,
-        'trim': 0.5,
-        'use_gpu': False, # fast enough with multithreaded CPU
-        'sk': os.getenv('KOKORO'),
-    },
-
-    # StyleTTS 2 Kokoro v0.23
-    'hexgrad/Kokoro-TTS/0.23': {
-        'voice': "af",
-        'speed': 1,
-        'trim': 0.5,
-        'sk': os.getenv('KOKORO'),
-    },
-
-    # StyleTTS 2 Kokoro v1.0
-    'hexgrad/Kokoro-API': {
-        'voice': "af_heart",
-        'speed': 1,
-    },
-
-    # maskGCT (by amphion)
-    'amphion/maskgct': {
-        0: DEFAULT_VOICE_SAMPLE, #prompt_wav
-        2: -1, #target_len
-        3: 25, #n_timesteps
-    },
-    'Svngoku/maskgct-audio-lab': {
-        0: DEFAULT_VOICE_SAMPLE, #prompt_wav
-        2: -1, #target_len
-        3: 25, #n_timesteps
-    },
-    'lj1995/GPT-SoVITS-v2': {
-        'ref_wav_path': handle_file('voice_samples/EN_B00004_S00051_W000213.wav'),
-        'prompt_text': "Our model manager is Graham, whom we observed leading a small team of chemical engineers within a multinational European firm we'll call",
-        'prompt_language': "English",
-        # text: "Please surprise me and speak in whatever voice you enjoy.",
-        'text_language': "English",
-        'how_to_cut': "No slice",
-        'top_k': 15,
-        'top_p': 1,
-        'temperature': 1,
-        'ref_free': False,
-        'speed': 1,
-        'if_freeze': False,
-        'inp_refs': None,
-    },
-    'lj1995/GPT-SoVITS-ProPlus': {
-        'ref_wav_path': handle_file('voice_samples/EN_B00004_S00051_W000213.wav'),
-        'prompt_text': "Our model manager is Graham, whom we observed leading a small team of chemical engineers within a multinational European firm we'll call",
-        'prompt_language': "英文", # "English" in Japanese
-        # text: "Please surprise me and speak in whatever voice you enjoy.",
-        'text_language': "英文", # "English" in Japanese
-        'how_to_cut': "不切", # "No slice" in Japanese
-        'top_k': 15,
-        'top_p': 1,
-        'temperature': 1,
-        'ref_free': False,
-        'speed': 1,
-        'if_freeze': False,
-        'inp_refs': None,
-    },
-    'ameerazam08/OuteTTS-0.2-500M-Demo': {
-        1: 0.1, # temperature
-        2: 1.1, # repetition_penalty
-        3: "en", # language
-        4: "female_1", # speaker_selection
-        5: None, # reference_audio
-        6: None, # reference_text
-    },
-    'OuteAI/OuteTTS-0.3-1B-Demo': {
-        'temperature': 0.1,
-        'repetition_penalty': 1.1,
-        'speaker_selection': "en_female_1",
-        'reference_audio': None,
-    },
-    'HKUST-Audio/Llasa-1B-finetuned-for-two-speakers': {
-        'speaker_choice': 'kore',
-    },
-    'srinivasbilla/llasa-3b-tts': {
-        'sample_audio_path': handle_file('voice_samples/EN_B00004_S00051_W000213.mp3'),
-    },
-    'srinivasbilla/llasa-8b-tts': {
-        'sample_audio_path': handle_file('voice_samples/EN_B00004_S00051_W000213.mp3'),
-    },
-
-    # MARS 5
-    'CAMB-AI/mars5_space': {
-        'audio_file': DEFAULT_VOICE_SAMPLE,
-        'prompt_text': DEFAULT_VOICE_TRANSCRIPT,
-        'temperature': 0.8,
-        'top_k': -1,
-        'top_p': 0.2,
-        'typical_p': 1,
-        'freq_penalty': 2.6,
-        'presence_penalty': 0.4,
-        'rep_penalty_window': 100,
-        'nar_guidance_w': 3,
-        'deep_clone': True, # too slow for deep clone
-    },
-
-    # MARS 6
-    'CAMB-AI/mars6-turbo-demo': {
-        'reference_audio': DEFAULT_VOICE_SAMPLE,
-        'reference_text': DEFAULT_VOICE_TRANSCRIPT,
-        'ras_K': 10,
-        'ras_t_r': 0.09,
-        'top_p': 0.2,
-        'quality_prefix': "48000",
-        'clone_method': "deep-clone",
-    },
-
-    # Zonos
-    'Steveeeeeeen/Zonos': {
-        'model_choice':"Zyphra/Zonos-v0.1-transformer",
-        'language': "en-us",
-        'speaker_audio': None, # optional
-        'prefix_audio': handle_file('https://huggingface.co/spaces/Steveeeeeeen/Zonos/resolve/main/assets/silence_100ms.wav'),
-        # 'e1': 1,
-        # 'e2': 0.05,
-        # 'e3': 0.05,
-        # 'e4': 0.05,
-        # 'e5': 0.05,
-        # 'e6': 0.05,
-        # 'e7': 0.1,
-        # 'e8': 0.2,
-        'vq_single': 0.78,
-        'fmax': 24000,
-        'pitch_std': 45,
-        'speaking_rate': 15,
-        'dnsmos_ovrl': 4,
-        'speaker_noised': False,
-        'cfg_scale': 2,
-        'min_p': 0.15,
-        'seed': 420,
-        'randomize_seed': False, # Set to False to easily recreate the state
-        'unconditional_keys': ["emotion"], # makes it ignore e1-e8
-    },
-    # 'Steveeeeeeen/Zonos/hybrid': {
-    #   'model_choice': 'Zyphra/Zonos-v0.1-hybrid',
-    # },
-
-    # Spark-TTS
-    'thunnai/SparkTTS' : {
-        'prompt_text': DEFAULT_VOICE_TRANSCRIPT,
-        'prompt_wav_upload': DEFAULT_VOICE_SAMPLE,
-        'prompt_wav_record': None,
-    },
-
-    # csm-1b
-    'sesame/csm-1b' : {
-        'text_prompt_speaker_a': 'And Lake turned round upon me, a little abruptly, his odd yellowish eyes, a little like those of the sea eagle, and the ghost of his smile that flickered on his singularly pale face, with a stern and insidious look, confronted me.',
-        'text_prompt_speaker_b': 'And Lake turned round upon me, a little abruptly, his odd yellowish eyes, a little like those of the sea eagle, and the ghost of his smile that flickered on his singularly pale face, with a stern and insidious look, confronted me.', #second speaker unused
-        'audio_prompt_speaker_a': handle_file('voice_samples/read_speech_a.wav'),
-        'audio_prompt_speaker_b': handle_file('voice_samples/read_speech_a.wav'), #second speaker unused
-    },
-
-    # Orpheus 3B 0.1
-    'MohamedRashad/Orpheus-TTS' : {
-        'voice': 'tara',
-        'temperature': 0.6,
-        'top_p': 0.95,
-        'repetition_penalty': 1.1,
-        'max_new_tokens': 1200,
-    },
-
-    # Index TTS
-    'IndexTeam/IndexTTS' : {
-        'prompt': DEFAULT_VOICE_SAMPLE, # voice
-    },
-
-    # Dia
-    'nari-labs/Dia-1.6B': {
-        'audio_prompt_input': None,
-        'max_new_tokens': 860, # min tokens as we use only a single speaker
-        'cfg_scale': 3, # 1-5 # Higher values increase adherence to the text prompt.
-        'temperature': 1.3, # Lower values make the output more deterministic, higher values increase randomness.
-        'top_p': 0.95, # Filters vocabulary to the most likely tokens cumulatively reaching probability P.
-        'cfg_filter_top_k': 35, # Top k filter for CFG guidance.
-        'speed_factor': 0.94, # Adjusts the speed of the generated audio (1.0 = original speed).
-    },
-
-    # Chatterbox
-    'ResembleAI/Chatterbox': {
-        'audio_prompt_path_input': handle_file('https://cdn-uploads.huggingface.co/production/uploads/642c0b71eb6e214d4f8897a3/H8qgQbv6e8bgGVCM-w4mq.wav'), # voice; chosen by Manmay of Resemble AI org - https://huggingface.co/spaces/ResembleAI/Chatterbox/discussions/14#686cd36e9479e00d8d3fc079
-        'exaggeration_input': 0.5, # 1-2
-        'temperature_input': 0.8, # Lower values make the output more deterministic, higher values increase randomness.
-        'seed_num_input': 1, # Seed for random number generation, can be any integer.
-        'cfgw_input': 0.5, # CFG/Pace weight, can be any float value.
-    },
-
-    # MegaTTS
-    'ByteDance/MegaTTS3': {
-        'inp_audio': handle_file('voice_samples/xtts_sample_megatts.wav'),
-        'inp_npy': handle_file('voice_samples/xtts_sample_megatts.npy'),
-        'infer_timestep': 32,
-        'p_w': 1.4,
-        't_w': 3,
-    },
+# OVERRIDE_INPUTS data from models.py
+hf_space_inputs = {
+ 
 }
 
 # Create files
 output_dir = 'app/inputs'
 os.makedirs(output_dir, exist_ok=True)
 
-for key, value in hf_spaces.items():
+for key, value in hf_space_inputs.items():
     # Create safe filename from key
     filename = key.replace('/', '__') + '.json'
     filepath = os.path.join(output_dir, filename)
@@ -373,4 +24,4 @@ for key, value in hf_spaces.items():
     
     print(f"Created: {filepath}")
 
-print(f"\nTotal files created: {len(hf_spaces)}")
+print(f"\nTotal files created: {len(hf_space_inputs)}")

test_gradio_endpoints.py

@@ -295,8 +295,8 @@ def main():
         config['space_url'] = space_url
         
         try:
-            # Create Gradio client with 15 second timeout
-            client = create_client_with_timeout(space_url, hf_token, timeout_secs=15)
+            # Create Gradio client with 30 second timeout
+            client = create_client_with_timeout(space_url, hf_token, timeout_secs=30)
             
             # Validate the endpoint
             result = validate_endpoint(model_name, client, config)