Top Python Text-to-speech repositories on GitHub

Web UI for training and running open models like Gemma 4, Qwen3.6, DeepSeek, gpt-oss locally.

• fine-tuning
• llama
• llms
• mistral
• gemma
• llama3

1 min voice data can also be used to train a good TTS model! (few shot voice cloning)

• text-to-speech
• tts
• vits
• voice-clone
• voice-cloneai
• voice-cloning

🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production

• python
• text-to-speech
• deep-learning
• speech
• pytorch
• tts

A generative speech model for daily dialogue.

• agent
• text-to-speech
• chat
• chatgpt
• chattts
• chinese

🚀Clone a voice in 5 seconds to generate arbitrary speech in real-time

• ai
• speech
• pytorch
• deep-learning
• text-to-speech
• tts

Instant voice cloning by MIT and MyShell. Audio foundation model.

• text-to-speech
• tts
• voice-clone
• zero-shot-tts

Multi-lingual large voice generation model, providing inference, training and deployment full-stack ability.

• audio-generation
• gpt-4o
• text-to-speech
• tts
• cantonese
• chatbot

An Industrial-Level Controllable and Efficient Zero-Shot Text-To-Speech System

• bigvgan
• cross-lingual
• indextts
• text-to-speech
• tts
• voice-clone

A TTS model capable of generating ultra-realistic dialogue in one pass.

• ai
• open-weight
• text-to-speech

VoxCPM2: Tokenizer-Free TTS for Multilingual Speech Generation, Creative Voice Design, and True-to-Life Cloning

• audio
• deeplearning
• minicpm
• python
• pytorch
• speech

Translate the video from one language to another and embed dubbing & subtitles.

• text-to-speech
• video-transition
• speech-to-text

Use Microsoft Edge's online text-to-speech service from Python WITHOUT needing Microsoft Edge or Windows or an API key

• tts
• speech-synthesis
• text-to-speech

End-to-End Speech Processing Toolkit

• deep-learning
• end-to-end
• chainer
• pytorch
• kaldi
• speech-recognition

Amphion (/æmˈfaɪən/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

• audio-generation
• audio-synthesis
• audioldm
• music-generation
• naturalspeech2
• singing-voice-conversion

Gradio WebUI for creators and developers, featuring key TTS (Edge-TTS, kokoro) and zero-shot Voice Cloning (E2 & F5-TTS, CosyVoice), with Whisper audio processing, YouTube download, Demucs vocal isolation, and multilingual translation.

• faster-whisper
• tts
• whisper
• gradio
• subtitles
• transcription

EmotiVoice 😊: a Multi-Voice and Prompt-Controlled TTS Engine

• pytorch
• speech
• speech-synthesis
• tts
• multi-speaker
• text-to-speech

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io/vallex/

• emotional-speech
• gpt
• text-to-speech
• voice-clone
• transformer-architecture
• tts

VITS: Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech

• tts
• text-to-speech
• pytorch
• deep-learning
• speech-synthesis

High-quality multi-lingual text-to-speech library by MyShell.ai. Support English, Spanish, French, Chinese, Japanese and Korean.

• text-to-speech
• tts
• chinese
• english
• french
• japanese

A text-to-speech (TTS), speech-to-text (STT) and speech-to-speech (STS) library built on Apple's MLX framework, providing efficient speech analysis on Apple Silicon.

• apple-silicon
• audio-processing
• mlx
• multimodal
• speech-recognition
• speech-synthesis

StyleTTS 2: Towards Human-Level Text-to-Speech through Style Diffusion and Adversarial Training with Large Speech Language Models

• deep-learning
• pytorch
• speaker-adaptation
• speech-synthesis
• text-to-speech
• tts

DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism (SVS & TTS); AAAI 2022; Official code

• text-to-speech
• diffusion-speedup
• tts
• aaai2022
• singing-synthesis
• diffusion-model

Generate audiobooks from EPUBs, PDFs and text with synchronized captions.

• audiobook
• audiobooks
• content-creation
• content-creator
• epub-converter
• kokoro

Foundational model for human-like, expressive TTS

• text-to-speech
• ai
• deep-learning
• pytorch
• speech
• speech-synthesis

A nearly-live implementation of OpenAI's Whisper.

• dictation
• obs
• openai
• text-to-speech
• translation
• voice-recognition