Open Source Libraries

1. TTS

   1 240 38,376 8.1 Python

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

   

   coqui-ai/TTS

2. CodeRabbit

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3. tortoise-tts

   2 148 13,816 6.5 Jupyter Notebook

   A multi-voice TTS system trained with an emphasis on quality

   

   neonbjb/tortoise-tts

4. bark

   3 67 37,185 2.0 Jupyter Notebook

   🔊 Text-Prompted Generative Audio Model

   

   suno-ai/bark

5. piper

   4 56 8,129 4.3 C++

   A fast, local neural text to speech system

   

   rhasspy/piper

6. Matcha-TTS

   5 1 909 7.0 Jupyter Notebook

   [ICASSP 2024] 🍵 Matcha-TTS: A fast TTS architecture with conditional flow matching

   

   shivammehta25/Matcha-TTS

7. whisper

   6 362 78,039 6.9 Python

   Robust Speech Recognition via Large-Scale Weak Supervision

   

   openai/whisper

8. whisper.cpp

   7 192 38,487 9.9 C++

   Port of OpenAI's Whisper model in C/C++

   

   ggerganov/whisper.cpp

9. SaaSHub

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10. faster-whisper

    8 25 14,688 8.4 Python

    Faster Whisper transcription with CTranslate2

    

    guillaumekln/faster-whisper

11. wenet

    9 5 4,378 8.6 Python

    Production First and Production Ready End-to-End Speech Recognition Toolkit

    

    wenet-e2e/wenet

12. seamless_communication

    10 11 11,380 6.2 Jupyter Notebook

    Foundational Models for State-of-the-Art Speech and Text Translation

    

    facebookresearch/seamless_communication: Speech translation

13. pyannote-audio

    11 17 7,031 5.8 Jupyter Notebook

    Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

    

    pyannote/pyannote-audio

14. PaddleSpeech

    12 6 11,604 9.1 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.

    

    PaddlePaddle/PaddleSpeech

15. audio-webui

    13 15 1,143 6.7 Python

    A webui for different audio related Neural Networks

    

    gitmylo/audio-webui

16. audiocraft

    14 38 21,659 8.2 Jupyter Notebook

    Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

    

    facebookresearch/audiocraft/MUSICGEN: Music Generation

17. jukebox

    15 129 7,948 0.0 Python

    Code for the paper "Jukebox: A Generative Model for Music"

    

    openai/jukebox: Music Generation

18. Retrieval-based-Voice-Conversion-WebUI

    16 58 27,869 7.5 Python

    Easily train a good VC model with voice data <= 10 mins!

    

    RVC-Project/Retrieval-based-Voice-Conversion-WebUI: Singing Voice Conversion

19. fish-diffusion

    17 1 685 0.8 Python

    An easy to understand TTS / SVS / SVC framework

    

    fishaudio/fish-diffusion: Singing Voice Conversion

20. demucs

    18 112 8,534 5.4 Python

    Discontinued Code for the paper Hybrid Spectrogram and Waveform Source Separation, but the goddamm motherfucker doesn't work.

    

    facebookresearch/demucs: Stem seperation

21. ultimatevocalremovergui

    19 82 19,785 3.4 Python

    GUI for a Vocal Remover that uses Deep Neural Networks.

    

    Anjok07/UltimateVocalRemoverGUI: Vocal isolation

22. DeepFilterNet

    20 12 2,884 7.3 Python

    Noise supression using deep filtering

    

    Rikorose/DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering

23. PiDTLN

    21 1 60 10.0 Python

    Apply machine learning model DTLN for noise suppression and acoustic echo cancellation on Raspberry Pi

    SaneBow/PiDTLN: DTLN model for noise suppression and acoustic echo cancellation on Raspberry Pi

24. versatile_audio_super_resolution

    22 1 1,358 5.8 Python

    Versatile audio super resolution (any -> 48kHz) with AudioSR.

    

    haoheliu/versatile_audio_super_resolution: any -> 48kHz high fidelity Enhancer

25. basic-pitch

    23 8 3,754 8.1 Python

    A lightweight yet powerful audio-to-MIDI converter with pitch bend detection

    

    spotify/basic-pitch: Audio to midi converter

26. pedalboard

    24 25 5,413 8.5 C++

    🎛 🔊 A Python library for audio.

    

    spotify/pedalboard: audio effects for Python and TensorFlow

27. librosa

    25 17 7,444 7.1 Python

    Python library for audio and music analysis

    

    librosa/librosa: Python library for audio and music analysis

28. SaaSHub

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