{
  "updated_at": "2026-07-15",
  "page": "https://knowdocks.com/ai-free-credits/guides/ai-audio-music-voice-models/",
  "positioning": "AI 語音配音、歌曲音樂、人聲塑造的大模型入口；優先列官方模型、可本地部署模型與 Hugging Face 高訊號候選。",
  "cloud_models": [
    {
      "name": "ElevenLabs Eleven v3",
      "company": "ElevenLabs",
      "region": "歐美區",
      "task": "語音配音 / 旁白",
      "access": "雲端 / API",
      "model": "Eleven v3",
      "summary": "情緒、語氣、多角色對話控制強，適合旁白、短影音、配音工作流。",
      "note": "官方頁標示支援 70+ 語言、inline audio tags、多 speaker 控制。",
      "url": "https://elevenlabs.io/v3",
      "source": "https://elevenlabs.io/docs/overview/models"
    },
    {
      "name": "OpenAI GPT-4o mini TTS",
      "company": "OpenAI",
      "region": "歐美區",
      "task": "語音配音 / API",
      "access": "雲端 / API",
      "model": "gpt-4o-mini-tts",
      "summary": "適合產品內建 TTS、旁白、串流語音輸出。",
      "note": "官方 Audio API speech endpoint 使用 GPT-4o mini TTS，內建多個聲音。",
      "url": "https://developers.openai.com/api/docs/guides/text-to-speech",
      "source": "https://developers.openai.com/api/docs/models/gpt-4o-mini-tts"
    },
    {
      "name": "MiniMax Speech",
      "company": "MiniMax",
      "region": "亞洲區",
      "task": "語音配音 / 聲音複製",
      "access": "雲端 / API",
      "model": "MiniMax speech models",
      "summary": "中文與多語聲音複製、情緒表達、低延遲 API 值得追蹤。",
      "note": "官方文件提供 Voice Clone 工作流與 speech model 指南。",
      "url": "https://platform.minimax.io/docs/guides/speech-voice-clone",
      "source": "https://platform.minimax.io/docs/guides/speech-voice-clone"
    },
    {
      "name": "Fish Audio S2.1-Pro",
      "company": "Fish Audio",
      "region": "亞洲區 / 全球",
      "task": "語音配音 / 聲音複製",
      "access": "雲端 / API / 開源周邊",
      "model": "s2.1-pro",
      "summary": "長文、多角色、多語言 TTS，適合中文內容與有語氣要求的配音。",
      "note": "官方模型頁稱 S2.1-Pro 是推薦 production TTS model，支援 83 語言。",
      "url": "https://docs.fish.audio/developer-guide/models-pricing/models-overview",
      "source": "https://github.com/fishaudio/fish-speech"
    },
    {
      "name": "Cartesia Sonic 3.5",
      "company": "Cartesia",
      "region": "歐美區",
      "task": "低延遲語音 / Agent",
      "access": "雲端 / API",
      "model": "Sonic 3.5",
      "summary": "低延遲自然語音，適合即時客服、語音代理、互動產品。",
      "note": "官方文件標示 sub-90ms latency、42 語言。",
      "url": "https://docs.cartesia.ai/build-with-cartesia/tts-models/latest",
      "source": "https://www.cartesia.ai/sonic"
    },
    {
      "name": "Suno v5.5",
      "company": "Suno",
      "region": "歐美區",
      "task": "歌曲音樂 / 人聲歌曲",
      "access": "雲端",
      "model": "v5.5",
      "summary": "完整歌曲、唱腔、風格個人化，是 AI 音樂入口站必收頭部工具。",
      "note": "官方發布 v5.5，包含 Voices、Custom Models、My Taste。",
      "url": "https://suno.com/blog/v5-5",
      "source": "https://suno.com/release-notes"
    },
    {
      "name": "Udio v1.5",
      "company": "Udio",
      "region": "歐美區",
      "task": "歌曲音樂 / 編曲",
      "access": "雲端",
      "model": "v1.5",
      "summary": "適合快速生成歌曲、remix、stem download 與 lyric video。",
      "note": "官方 v1.5 頁列出音質、key control、stem downloads、audio-to-audio。",
      "url": "https://www.udio.com/",
      "source": "https://www.udio.com/blog/introducing-v1-5"
    },
    {
      "name": "Stable Audio 3.0",
      "company": "Stability AI",
      "region": "歐美區",
      "task": "歌曲音樂 / 音效生成",
      "access": "Open weights / API",
      "model": "Stable Audio 3.0",
      "summary": "少數官方明確開放權重的音樂模型家族，適合本地與商業流程研究。",
      "note": "官方稱 Small、Small SFX、Medium 為 open weights，Large 走 API/enterprise。",
      "url": "https://stability.ai/stable-audio",
      "source": "https://stability.ai/news-updates/meet-stable-audio-3-the-model-family-built-for-artistic-experimentation-with-open-weight-models"
    },
    {
      "name": "Google Lyria 3",
      "company": "Google DeepMind",
      "region": "歐美區",
      "task": "歌曲音樂 / 生成音樂",
      "access": "Google 產品 / API",
      "model": "Lyria 3",
      "summary": "Google 音樂生成核心模型，適合追蹤 Gemini、AI Studio、Vertex AI 音樂能力。",
      "note": "官方頁稱 Lyria 3 是最先進音樂生成模型，長度可到 3 分鐘。",
      "url": "https://deepmind.google/models/lyria/",
      "source": "https://aistudio.google.com/models/lyria"
    },
    {
      "name": "NVIDIA Fugatto",
      "company": "NVIDIA Research",
      "region": "歐美區",
      "task": "音效 / 聲音變形",
      "access": "研究模型",
      "model": "Fugatto 1",
      "summary": "文字指令控制聲音、音樂、人聲變形，偏研究與未來方向。",
      "note": "官方研究頁描述為 audio synthesis and transformation model。",
      "url": "https://research.nvidia.com/publication/2025-04_fugatto-1-foundational-generative-audio-transformer-opus-1",
      "source": "https://fugatto.github.io/"
    },
    {
      "name": "Meta MusicGen / AudioCraft",
      "company": "Meta",
      "region": "歐美區",
      "task": "歌曲音樂 / 開源研究",
      "access": "本地 / GitHub / Hugging Face",
      "model": "MusicGen",
      "summary": "老牌開源音樂生成基礎，仍適合作為本地音樂生成入口。",
      "note": "官方 AudioCraft repo 含 AudioGen 與 MusicGen 推論/訓練程式碼。",
      "url": "https://github.com/facebookresearch/audiocraft",
      "source": "https://audiocraft.metademolab.com/musicgen.html"
    },
    {
      "name": "Qwen3-TTS",
      "company": "Qwen / Alibaba",
      "region": "亞洲區",
      "task": "語音配音 / 聲音設計",
      "access": "本地 / Hugging Face / ModelScope",
      "model": "Qwen3-TTS",
      "summary": "中文與多語 TTS、大模型式聲音描述、3 秒聲音複製，適合本地研究。",
      "note": "官方 GitHub 與模型卡提供 Base、CustomVoice、VoiceDesign 等模型。",
      "url": "https://github.com/QwenLM/Qwen3-TTS",
      "source": "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base"
    }
  ],
  "local_models": [
    {
      "name": "Qwen3-TTS",
      "type": "TTS / 聲音複製",
      "source": "Hugging Face / ModelScope",
      "local": "可本地",
      "url": "https://github.com/QwenLM/Qwen3-TTS"
    },
    {
      "name": "Fish Speech",
      "type": "TTS / 多語聲音",
      "source": "GitHub / HF",
      "local": "可本地 / API",
      "url": "https://github.com/fishaudio/fish-speech"
    },
    {
      "name": "Kokoro",
      "type": "輕量 TTS",
      "source": "Hugging Face",
      "local": "可本地",
      "url": "https://huggingface.co/hexgrad/Kokoro-82M"
    },
    {
      "name": "F5-TTS",
      "type": "聲音複製 / TTS",
      "source": "GitHub / HF",
      "local": "可本地",
      "url": "https://huggingface.co/SWivid/F5-TTS"
    },
    {
      "name": "GPT-SoVITS",
      "type": "聲音複製 / TTS",
      "source": "GitHub",
      "local": "可本地",
      "url": "https://github.com/RVC-Boss/GPT-SoVITS"
    },
    {
      "name": "IndexTTS",
      "type": "中文 TTS",
      "source": "GitHub / HF",
      "local": "可本地",
      "url": "https://huggingface.co/IndexTeam/IndexTTS-2"
    },
    {
      "name": "CosyVoice",
      "type": "中文 TTS / 對話",
      "source": "GitHub / ModelScope",
      "local": "可本地",
      "url": "https://github.com/FunAudioLLM/CosyVoice"
    },
    {
      "name": "Chatterbox",
      "type": "TTS / voice clone",
      "source": "Hugging Face",
      "local": "可本地",
      "url": "https://huggingface.co/ResembleAI/chatterbox"
    },
    {
      "name": "Coqui XTTS-v2",
      "type": "多語 TTS / voice clone",
      "source": "Hugging Face",
      "local": "可本地",
      "url": "https://huggingface.co/coqui/XTTS-v2"
    },
    {
      "name": "OpenVoice",
      "type": "人聲塑造 / 變聲",
      "source": "GitHub",
      "local": "可本地",
      "url": "https://github.com/myshell-ai/OpenVoice"
    },
    {
      "name": "RVC",
      "type": "歌聲 / 變聲",
      "source": "GitHub / 社群模型",
      "local": "可本地",
      "url": "https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI"
    },
    {
      "name": "Seed-VC",
      "type": "voice conversion",
      "source": "GitHub / HF",
      "local": "可本地",
      "url": "https://github.com/Plachtaa/seed-vc"
    },
    {
      "name": "so-vits-svc",
      "type": "歌聲轉換",
      "source": "GitHub",
      "local": "可本地",
      "url": "https://github.com/svc-develop-team/so-vits-svc"
    },
    {
      "name": "AudioCraft / MusicGen",
      "type": "音樂生成",
      "source": "GitHub / HF",
      "local": "可本地",
      "url": "https://github.com/facebookresearch/audiocraft"
    },
    {
      "name": "Stable Audio Open Weights",
      "type": "音樂 / 音效生成",
      "source": "Stability AI / HF",
      "local": "可本地",
      "url": "https://stability.ai/stable-audio"
    }
  ],
  "ability_rows": [
    [
      "語音配音",
      "ElevenLabs、OpenAI TTS、MiniMax、Fish、Cartesia",
      "旁白、課程、短影音、產品語音"
    ],
    [
      "聲音複製",
      "Qwen3-TTS、Fish Speech、F5-TTS、GPT-SoVITS、XTTS、MiniMax",
      "需要本人授權與清楚標示"
    ],
    [
      "歌曲音樂",
      "Suno、Udio、Stable Audio、Lyria、MusicGen",
      "完整歌曲、BGM、demo、廣告音樂"
    ],
    [
      "人聲塑造",
      "RVC、OpenVoice、Seed-VC、so-vits-svc",
      "變聲、歌聲轉換、角色聲線"
    ],
    [
      "音效生成",
      "Stable Audio、Fugatto、AudioCraft",
      "遊戲、影片音效、氛圍聲"
    ]
  ],
  "hf_candidates": [
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      "likes": 3637,
      "updated_at": "2023-12-11T17:50:00.000Z",
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        "license:other",
        "region:us"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/coqui/XTTS-v2",
      "source": "Hugging Face API",
      "query": "search:XTTS v2",
      "name": "XTTS V2"
    },
    {
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    },
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      "source": "Hugging Face API",
      "query": "search:Qwen3-TTS",
      "name": "Qwen3 TTS 12Hz 1.7B Base"
    },
    {
      "model_id": "facebook/musicgen-medium",
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      "updated_at": "2023-11-17T15:25:23.000Z",
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        "text-to-audio",
        "arxiv:2306.05284",
        "license:cc-by-nc-4.0",
        "endpoints_compatible",
        "region:us"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/facebook/musicgen-medium",
      "source": "Hugging Face API",
      "query": "search:MusicGen",
      "name": "Musicgen Medium"
    },
    {
      "model_id": "Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice",
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      "updated_at": "2026-01-29T08:01:51.000Z",
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        "qwen",
        "audio",
        "text-to-speech",
        "zh",
        "en",
        "ja",
        "ko"
      ],
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      "source": "Hugging Face API",
      "query": "search:Qwen3-TTS",
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      "updated_at": "2025-03-21T05:05:00.000Z",
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        "dataset:amphion/Emilia-Dataset",
        "arxiv:2410.06885",
        "license:cc-by-nc-4.0",
        "region:us"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/SWivid/F5-TTS",
      "source": "Hugging Face API",
      "query": "search:F5-TTS",
      "name": "F5 TTS"
    },
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      "downloads": 683481,
      "likes": 368,
      "updated_at": "2026-01-29T08:04:19.000Z",
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        "safetensors",
        "qwen3_tts",
        "audio",
        "tts",
        "qwen",
        "multilingual",
        "text-to-speech",
        "arxiv:2601.15621",
        "license:apache-2.0"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
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      "source": "Hugging Face API",
      "query": "search:Qwen3-TTS",
      "name": "Qwen3 TTS 12Hz 1.7B VoiceDesign"
    },
    {
      "model_id": "Qwen/Qwen3-TTS-12Hz-0.6B-Base",
      "task": "語音配音 / TTS",
      "local": "Hugging Face / Transformers / 官方模型卡",
      "downloads": 543359,
      "likes": 259,
      "updated_at": "2026-01-29T08:01:19.000Z",
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        "qwen3_tts",
        "audio",
        "tts",
        "voice-clone",
        "text-to-speech",
        "zh",
        "en",
        "ja",
        "ko"
      ],
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      "url": "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-0.6B-Base",
      "source": "Hugging Face API",
      "query": "search:Qwen3-TTS",
      "name": "Qwen3 TTS 12Hz 0.6B Base"
    },
    {
      "model_id": "facebook/musicgen-small",
      "task": "歌曲音樂 / 音效生成",
      "local": "Hugging Face / Transformers / 官方模型卡",
      "downloads": 290261,
      "likes": 496,
      "updated_at": "2023-11-17T13:56:10.000Z",
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        "pytorch",
        "safetensors",
        "musicgen",
        "text-to-audio",
        "arxiv:2306.05284",
        "license:cc-by-nc-4.0",
        "endpoints_compatible",
        "region:us"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/facebook/musicgen-small",
      "source": "Hugging Face API",
      "query": "search:MusicGen",
      "name": "Musicgen Small"
    },
    {
      "model_id": "Misha24-10/F5-TTS_RUSSIAN",
      "task": "語音配音 / TTS",
      "local": "Hugging Face / Transformers / 官方模型卡",
      "downloads": 92752,
      "likes": 208,
      "updated_at": "2026-01-13T21:09:47.000Z",
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        "tts",
        "russian",
        "fine-tuned",
        "voice-clone",
        "text-to-speech",
        "ru",
        "base_model:SWivid/F5-TTS",
        "base_model:finetune:SWivid/F5-TTS",
        "license:cc-by-nc-4.0"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/Misha24-10/F5-TTS_RUSSIAN",
      "source": "Hugging Face API",
      "query": "search:F5-TTS",
      "name": "F5 TTS RUSSIAN"
    },
    {
      "model_id": "stabilityai/stable-audio-open-1.0",
      "task": "歌曲音樂 / 音效生成",
      "local": "Hugging Face / Transformers / 官方模型卡",
      "downloads": 20682,
      "likes": 1520,
      "updated_at": "2025-06-19T21:53:23.000Z",
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        "diffusers",
        "safetensors",
        "text-to-audio",
        "en",
        "arxiv:2407.14358",
        "license:other",
        "region:us"
      ],
      "method": "Hugging Face / Transformers / 官方模型卡",
      "url": "https://huggingface.co/stabilityai/stable-audio-open-1.0",
      "source": "Hugging Face API",
      "query": "search:Stable Audio",
      "name": "Stable Audio Open 1.0"
    },
    {
      "model_id": "Qwen/Qwen3-TTS-Tokenizer-12Hz",
      "task": "人聲塑造 / 變聲轉換",
      "local": "Hugging Face / Transformers / 官方模型卡",
      "downloads": 83493,
      "likes": 70,
      "updated_at": "2026-01-29T08:01:28.000Z",
      "tags": [
        "safetensors",
        "qwen3_tts_tokenizer_12hz",
        "audio",
        "tts",
        "speech",
        "codec",
        "audio-to-audio",
        "arxiv:2601.15621",
        "license:apache-2.0",
        "region:us"
      ],
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    "https://elevenlabs.io/docs/overview/models",
    "https://developers.openai.com/api/docs/guides/text-to-speech",
    "https://developers.openai.com/api/docs/models/gpt-4o-mini-tts",
    "https://platform.minimax.io/docs/guides/speech-voice-clone",
    "https://docs.fish.audio/developer-guide/models-pricing/models-overview",
    "https://github.com/fishaudio/fish-speech",
    "https://docs.cartesia.ai/build-with-cartesia/tts-models/latest",
    "https://www.cartesia.ai/sonic",
    "https://suno.com/blog/v5-5",
    "https://suno.com/release-notes",
    "https://www.udio.com/",
    "https://www.udio.com/blog/introducing-v1-5",
    "https://stability.ai/stable-audio",
    "https://stability.ai/news-updates/meet-stable-audio-3-the-model-family-built-for-artistic-experimentation-with-open-weight-models",
    "https://deepmind.google/models/lyria/",
    "https://aistudio.google.com/models/lyria",
    "https://research.nvidia.com/publication/2025-04_fugatto-1-foundational-generative-audio-transformer-opus-1",
    "https://fugatto.github.io/",
    "https://github.com/facebookresearch/audiocraft",
    "https://audiocraft.metademolab.com/musicgen.html",
    "https://github.com/QwenLM/Qwen3-TTS",
    "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base",
    "https://huggingface.co/hexgrad/Kokoro-82M",
    "https://huggingface.co/SWivid/F5-TTS",
    "https://github.com/RVC-Boss/GPT-SoVITS",
    "https://huggingface.co/IndexTeam/IndexTTS-2",
    "https://github.com/FunAudioLLM/CosyVoice",
    "https://huggingface.co/ResembleAI/chatterbox",
    "https://huggingface.co/coqui/XTTS-v2",
    "https://github.com/myshell-ai/OpenVoice",
    "https://github.com/RVC-Project/Retrieval-based-Voice-Conversion-WebUI",
    "https://github.com/Plachtaa/seed-vc",
    "https://github.com/svc-develop-team/so-vits-svc",
    "https://huggingface.co/models?pipeline_tag=text-to-speech",
    "https://huggingface.co/models?pipeline_tag=text-to-audio",
    "https://huggingface.co/models?pipeline_tag=audio-to-audio",
    "https://github.com/wildminder/awesome-ai-voice"
  ]
}
