Python speaker-recognition

Open-source Python projects categorized as speaker-recognition
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Topics: speaker-verification Asr Pytorch Deep Learning speech-recognition
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Top 6 Python speaker-recognition Projects

  • 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)

    • Project mention: [P] Making a TTS voice, HK-47 from Kotor using Tortoise (Ideally WaveRNN) | /r/MachineLearning | 2023-07-06

    I don't test WaveRNN but from the ones that I know the best that is open source is FastPitch. And it's easy to use, here is the tutorial for voice cloning.

  • speechbrain

    A PyTorch-based Speech Toolkit

    • Project mention: SpeechBrain 1.0: A free and open-source AI toolkit for all things speech | news.ycombinator.com | 2024-02-28

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  • uis-rnn

    This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

  • SincNet

    SincNet is a neural architecture for efficiently processing raw audio samples.

  • ECAPA-TDNN

    Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)

  • Angular-Penalty-Softmax-Losses-Pytorch

    Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python speaker-recognition related posts

Index

What are some of the best open-source speaker-recognition projects in Python? This list will help you:

Project Stars
1 NeMo 10,128
2 speechbrain 7,914
3 uis-rnn 1,533
4 SincNet 1,097
5 ECAPA-TDNN 531
6 Angular-Penalty-Softmax-Losses-Pytorch 476

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