Python speaker-recognition

Open-source Python projects categorized as speaker-recognition
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Asr neural-networks Pytorch Deep Learning speaker-verification
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Top 8 Python speaker-recognition Projects

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  1. 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: FFmpeg 8.0 adds Whisper support | news.ycombinator.com | 2025-08-13

    git clone https://github.com/NVIDIA/NeMo.git nemo

  2. InfluxDB

    InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

    InfluxDB logo

  3. speechbrain

    A PyTorch-based Speech Toolkit

    Project mention: 5 must know open-source repositories to build cool AI apps | dev.to | 2025-10-29

    Star the Speech Brain repository ⭐

  4. 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.

  5. SincNet

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

  6. ECAPA-TDNN

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

  7. Angular-Penalty-Softmax-Losses-Pytorch

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

  8. falcon

    On-device speaker diarization powered by deep learning (by Picovoice)

  9. Stream

    Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

    Stream logo

  10. eagle

    On-device speaker recognition engine powered by deep learning (by Picovoice)

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).

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Index

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

# Project Stars
1 NeMo 16,336
2 speechbrain 10,956
3 uis-rnn 1,588
4 SincNet 1,200
5 ECAPA-TDNN 739
6 Angular-Penalty-Softmax-Losses-Pytorch 497
7 falcon 61
8 eagle 38

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