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coqui-ai /TTS

Star44.6k

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

python text-to-speech deep-learning speech pytorch tts speech-synthesis voice-conversion vocoder voice-synthesis tacotron voice-cloning speaker-encodings melgan speaker-encoder multi-speaker-tts glow-tts hifigan tts-model

UpdatedAug 16, 2024
Python

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

tts speech-synthesis transformer voice-recognition speech-recognition whisper asr vocoder conformer sound-classification kws self-supervised-learning code-switch voice-cloning speech-translation punctuation-restoration wav2vec2 streaming-asr speech-alignment streaming-tts

UpdatedFeb 11, 2026
Python

mozilla /TTS

Star10.1k

🤖 💬 Deep learning for Text to Speech (Discussion forum:https://discourse.mozilla.org/c/tts)

python text-to-speech deep-learning speech pytorch tts vocoder tacotron tensorflow2 tacotron2 melgan speaker-encoder dataset-analysis glow-tts multiband-melgan gantts

UpdatedNov 9, 2023
Jupyter Notebook

open-mmlab /Amphion

Star9.7k

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.

text-to-speech audit speech-synthesis audio-synthesis music-generation voice-conversion vocoder emilia text-to-audio fastspeech2 vits audio-generation singing-voice-conversion vall-e audioldm naturalspeech2 maskgct

UpdatedMay 27, 2025
Python

fishaudio /Bert-VITS2

Star8.7k

vits2 backbone with multilingual-bert

agent fish tts bert vocoder vits llm vits2 bert-vits bert-vits2 fish-speech

UpdatedFeb 16, 2026
Python

TensorSpeech /TensorFlowTTS

Star4k

😝 TensorFlowTTS: Real-Time State-of-the-art Speech Synthesis for Tensorflow 2 (supported including English, French, Korean, Chinese, German and Easy to adapt for other languages)

text-to-speech real-time tts speech-synthesis vocoder tflite tensorflow2 fastspeech tacotron2 melgan multi-speaker-tts multiband-melgan fastspeech2 parallel-wavegan mobile-tts zh-tts chinese-tts korea-tts german-tts japanese-tts

UpdatedJul 5, 2024
Python

jik876 /hifi-gan

Star2.3k

HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis

text-to-speech deep-learning pytorch tts speech-synthesis gan vocoder hifi-gan

UpdatedJul 27, 2024
Python

kan-bayashi /ParallelWaveGAN

Sponsor

Star1.6k

Unofficial Parallel WaveGAN (+ MelGAN & Multi-band MelGAN & HiFi-GAN & StyleMelGAN) with Pytorch

text-to-speech realtime pytorch tts speech-synthesis wavenet vocoder parallel-wavenet neural-vocoder melgan hifigan style-melgan

UpdatedApr 22, 2024
Jupyter Notebook

mmorise /World

Star1.3k

A high-quality speech analysis, manipulation and synthesis system

speech-synthesis vocoder speech-analysis

UpdatedFeb 18, 2026
C++

haoheliu /voicefixer

Sponsor

Star1.3k

General Speech Restoration

speech tts speech-synthesis super-resolution speech-processing vocoder speech-analysis denoise mel speech-enhancement dereverberation declipping

UpdatedFeb 17, 2025
Python

gemelo-ai /vocos

Star1.1k

Vocos: Closing the gap between time-domain and Fourier-based neural vocoders for high-quality audio synthesis

vocoder vocos

UpdatedAug 7, 2024
Python

lmnt-com /diffwave

Star883

DiffWave is a fast, high-quality neural vocoder and waveform synthesizer.

machine-learning text-to-speech deep-learning neural-network paper speech pytorch tts speech-synthesis pretrained-models vocoder diffwave

UpdatedMar 26, 2024
Python

Rongjiehuang /FastDiff

Star415

PyTorch Implementation of FastDiff (IJCAI'22)

text-to-speech speech-synthesis vocoder neural-vocoder ijcai2022

UpdatedJun 20, 2024
Python

ivanvovk /WaveGrad

Star408

Implementation of WaveGrad high-fidelity vocoder from Google Brain in PyTorch.

text-to-speech speech tts speech-synthesis tts-engines probabilistic-models vocoder ljspeech diffusion-models wavegrad

UpdatedJul 7, 2021
Jupyter Notebook

rishikksh20 /VocGAN

Sponsor

Star321

VocGAN: A High-Fidelity Real-time Vocoder with a Hierarchically-nested Adversarial Network

text-to-speech speech-synthesis gan speech-processing vocoder melgan vocgan

UpdatedJul 25, 2024
Python

szechyjs /mbelib

Star316

P25 Phase 1 and ProVoice vocoder

c vocoder

UpdatedOct 31, 2020
C++

lmnt-com /wavegrad

Star295

A fast, high-quality neural vocoder.

machine-learning text-to-speech deep-learning neural-network paper speech pytorch tts speech-synthesis pretrained-models vocoder wavegrad

UpdatedJul 18, 2023
Python

maum-ai /univnet

Star281

Unofficial PyTorch Implementation of UnivNet Vocoder (https://arxiv.org/abs/2106.07889)

text-to-speech deep-learning pytorch tts speech-synthesis gan vocoder

UpdatedOct 8, 2021
Python

sh123 /codec2_talkie

Star273

Turn your Android phone into Amateur Radio Codec2/OPUS APRS enabled DV handheld transceiver (Bluetooth/BLE/USB/TCPIP KISS/Sound modem client for DV digital voice communication)