Python speaker-recognition

Open-source Python projects categorized as speaker-recognition
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Top 8 Python speaker-recognition Projects

speaker-recognition

  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: Speaker Diarization in Python | dev.to | 2024-08-22

    NVIDIA NeMo To perform speaker diarization using NVIDIA NeMo , follow these steps:

  2. InfluxDB

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  3. speechbrain

    A PyTorch-based Speech Toolkit

    Project mention: Speaker Diarization in Python | dev.to | 2024-08-22

    Simple Diarizer Simple Diarizer is a speaker diarization library that utilizes pretrained models from SpeechBrain . To get started with simple_diarizer, follow these steps:

  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)

    Project mention: Speaker Diarization in Python | dev.to | 2024-08-22

    Falcon Speaker Diarization Falcon Speaker Diarization is an on-device speaker diarization engine powered by deep learning. To get started with Falcon Speaker Diarization, follow these steps:

  9. SaaSHub

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  10. eagle

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

    Project mention: Real-time Speaker Identification in Python | dev.to | 2024-08-22

    Next Steps See the GitHub Python Demo for a more complete example, including how to handle Enrollment feedback, save Speaker Profiles to disk and use files as the audio input. You can also view the Python API docs for details on the package.

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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Python speaker-recognition related posts

  • Speaker Diarization in Python

    5 projects | dev.to | 22 Aug 2024

  • SpeechBrain 1.0: A free and open-source AI toolkit for all things speech

    1 project | news.ycombinator.com | 28 Feb 2024

  • [D] Training ASR model using SpeechBrain

    1 project | /r/MachineLearning | 5 Jun 2023

  • Whisper.cpp

    2 projects | /r/LocalLLaMA | 2 Jun 2023

  • Specific Voice recognition

    1 project | /r/learnpython | 13 Jan 2023

  • [D] Is there a way to distinguish different human voices from 1 audio file ?

    2 projects | /r/MachineLearning | 3 Oct 2022

  • [D] Speech Enhancement SOTA

    2 projects | /r/MachineLearning | 11 Jul 2022
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 16 May 2025
    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. Learn more →

Index

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

# Project Stars
1 NeMo 14,217
2 speechbrain 9,808
3 uis-rnn 1,573
4 SincNet 1,171
5 ECAPA-TDNN 666
6 Angular-Penalty-Softmax-Losses-Pytorch 486
7 falcon 45
8 eagle 35

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