Topics / #zero-shot-tts
Zero shot TTS projects on GitHub
Voice cloning and text-to-speech models that synthesize a new voice from a short reference sample.
As of , the most-starred Zero shot TTS projects on GitHub are OpenVoice (38K stars), index-tts (24.6K stars) and CosyVoice (24K stars). GitHub.Locker tracks 5 Zero shot TTS repositories with 89.9K stars combined. The fastest-growing on October 18 was OpenVoice, with +78 stars in a day.
Hot right now
Most stars gained in a day · Oct 18
+78OpenVoice
myshell-ai/OpenVoice · ★ 38KOpenVoice is an audio foundation model for instant voice cloning, built by MIT and MyShell; it clones a reference speaker's tone color and generates speech in multiple languages and accents.
index-tts
index-tts/index-tts · ★ 24.6KIndexTTS is a zero-shot text-to-speech system that clones a voice from a single reference audio clip. The latest version, IndexTTS-2.5, supports Chinese, English, Japanese, Spanish and Arabic with fine-grained emotion, speed and pronunciation control.
CosyVoice
QwenAudio/CosyVoice · ★ 24KCosyVoice is Alibaba's open-source, LLM-based text-to-speech system. It generates natural speech in 9 languages plus 18+ Chinese dialects, supports zero-shot voice cloning, and ships inference, training and deployment code.
+1FireRedTTS3
FireRedTeam/FireRedTTS3 · ★ 1.8KFireRedTTS3 is a unified speech generation and editing model: it clones voices across 24 languages and 21 Chinese dialects, can design brand-new voices from a text description, and can edit existing speech (semantic and acoustic) using natural-language instructions.
The all-time top
5 projects · by stars
- 38K
#1 · myshell-ai/OpenVoiceOpenVoice
OpenVoice is an audio foundation model for instant voice cloning, built by MIT and MyShell; it clones a reference speaker's tone color and generates speech in multiple languages and accents.
- 24.6K
#2 · index-tts/index-ttsindex-tts
IndexTTS is a zero-shot text-to-speech system that clones a voice from a single reference audio clip. The latest version, IndexTTS-2.5, supports Chinese, English, Japanese, Spanish and Arabic with fine-grained emotion, speed and pronunciation control.
- 24K
#3 · QwenAudio/CosyVoice
CosyVoice
CosyVoice is Alibaba's open-source, LLM-based text-to-speech system. It generates natural speech in 9 languages plus 18+ Chinese dialects, supports zero-shot voice cloning, and ships inference, training and deployment code.
- 4

FireRedTTS3
1.8KFireRedTeam/FireRedTTS3 · PythonFireRedTTS3 is a unified speech generation and editing model: it clones voices across 24 languages and 21 Chinese dialects, can design brand-new voices from a text description, and can edit existing speech (semantic and acoustic) using natural-language instructions.
- 5

AuK
1.5KTencent-Hunyuan/AuK · PythonAn open-source 1.5B-parameter foundation model from Tencent Hunyuan for speech generation and editing: zero-shot and instruct TTS, speech editing, enhancement, and source separation — all driven through one natural-language instruction interface.
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