Top 8 speaker-recognition Open-Source Projects

NeMo

29 10,179 9.8 Python

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

26 7,948 9.8 Python

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

InfluxDB

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Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
pyannote-audio

15 5,123 8.6 Jupyter Notebook

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

Project mention: Open Source Libraries | /r/AudioAI | 2023-10-02

pyannote/pyannote-audio

uis-rnn

3 1,533 3.5 Python

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

3 1,097 0.0 Python

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

0 930 0.0 C++

an open-source implementation of sequence-to-sequence based speech processing engine (by athena-team)
ECAPA-TDNN

1 531 1.0 Python

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

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Angular-Penalty-Softmax-Losses-Pytorch

1 476 0.0 Python

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).

speaker-recognition related posts

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
Putting my degree to use. (Exclude Specials and Guests)

1 project | /r/TrashTaste | 5 Jun 2021
A note from our sponsor - SaaSHub
www.saashub.com | 13 May 2024

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