[D] What's stopping you from working on speech and voice?

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • Kaldi Speech Recognition Toolkit

    kaldi-asr/kaldi is the official location of the Kaldi project.

    - https://github.com/kaldi-asr/kaldi

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  • espnet

    End-to-End Speech Processing Toolkit

    - https://github.com/espnet/espnet

  • speechbrain

    A PyTorch-based Speech Toolkit

    - https://github.com/speechbrain/speechbrain

  • NeMo

    A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)

    - https://github.com/NVIDIA/NeMo

  • UniSpeech

    UniSpeech - Large Scale Self-Supervised Learning for Speech

    - https://github.com/microsoft/UniSpeech

  • VBx

    Variational Bayes HMM over x-vectors diarization

    - https://github.com/BUTSpeechFIT/VBx

  • thunder-speech

    A Hackable speech recognition library.

    Have you tried https://github.com/scart97/thunder-speech? It's a smaller repo that is based off of NeMo, but meant to be for more flexible experimentation, and is compatible with huggingface's transformers library.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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