speaker-recognition

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NVIDIA-NeMo /NeMo

Star16.3k

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)

machine-translation tts speech-synthesis neural-networks deeplearning speaker-recognition asr speech-translation speaker-diariazation generative-ai

UpdatedDec 17, 2025
Python

speechbrain /speechbrain

Star10.9k

A PyTorch-based Speech Toolkit

audio deep-learning transformers pytorch voice-recognition speech-recognition speech-to-text language-model speaker-recognition speaker-verification speech-processing audio-processing asr speaker-diarization speechrecognition speech-separation speech-enhancement spoken-language-understanding huggingface speech-toolkit

UpdatedDec 15, 2025
Python

pyannote /pyannote-audio

Star8.9k

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

pytorch pretrained-models speaker-recognition speaker-verification speech-processing speaker-diarization voice-activity-detection speech-activity-detection speaker-change-detection speaker-embedding overlapped-speech-detection

UpdatedDec 13, 2025
Jupyter Notebook

google /uis-rnn

Star1.6k

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

machine-learning clustering supervised-learning speaker-recognition speaker-diarization supervised-clustering uis-rnn

UpdatedSep 25, 2024
Python

mravanelli /SincNet

Star1.2k

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

audio python deep-learning signal-processing waveform cnn pytorch artificial-intelligence speech-recognition neural-networks convolutional-neural-networks digital-signal-processing filtering speaker-recognition speaker-verification speech-processing audio-processing asr timit speaker-identification

UpdatedApr 28, 2021
Python

yeyupiaoling /VoiceprintRecognition-Pytorch

Star1.2k

This project uses a variety of advanced voiceprint recognition models such as EcapaTdnn, ResNetSE, ERes2Net, CAM++, etc. It is not excluded that more models will be supported in the future. At the same time, this project also supports MelSpectrogram, Spectrogram data preprocessing methods

pytorch voice-recognition speaker-recognition arcface ecapa-tdnn

UpdatedDec 17, 2025
Python

clovaai /voxceleb_trainer

Star1.2k

In defence of metric learning for speaker recognition

metric-learning speaker-recognition speaker-verification voxceleb

UpdatedMar 26, 2024
Python

FluidInference /FluidAudio

Star1.1k

Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.

audio macos swift ios real-time avfoundation nvidia vad automatic-speech-recognition speech-to-text ane speaker-recognition asr speaker-diarization voice-activity-detection coreml speaker-identification speaker-embedding parakeet

UpdatedDec 17, 2025
Swift

wenet-e2e /wespeaker

Star1.1k

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

ssl pytorch resnet production-ready speaker-recognition speaker-verification plda speaker-diarization dino asv voxceleb xvector nist-sre repvgg ecapa-tdnn wavlm campplus eres2net cnceleb redimnet

UpdatedDec 17, 2025
Python

athena-team /athena

Star966

an open-source implementation of sequence-to-sequence based speech processing engine

deployment tensorflow tts speech-synthesis transformer speech-recognition sequence-to-sequence unsupervised-learning speaker-recognition asr ctc wfst

UpdatedDec 2, 2022
C++

astorfi /3D-convolutional-speaker-recognition

Sponsor

Star790

🔈 Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

deep-learning convolutional-neural-networks speaker-recognition 3d

UpdatedMar 3, 2020
Python

TaoRuijie /ECAPA-TDNN

Star766

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

speaker-recognition speaker-verification voxceleb1 voxceleb2 ecapa-tdnn

UpdatedApr 11, 2024
Python

cvqluu /Angular-Penalty-Softmax-Losses-Pytorch

Star498

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

pytorch face-recognition metric-learning speaker-recognition embedding loss-functions face-verification sphereface normface fashion-mnist arcface am-softmax fmnist-dataset loss-function

UpdatedDec 13, 2023
Python

taylorlu /Speaker-Diarization

Star497

speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition

speaker-recognition speaker-diarization uis-rnn ghostvlad vgg-speaker-recognition

UpdatedJul 1, 2021
Python

google /speaker-id

Star436

This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.

speaker-recognition speaker-verification source-separation speaker-diarization speaker-identification

UpdatedAug 12, 2025
Python

nuaazs /VAF_2

Star395

Aims to create a comprehensive voice toolkit for training, testing, and deploying speaker verification systems.

microservices speech-recognition speaker-recognition antifraud speaker-diarization

UpdatedApr 16, 2024
Python

speechbrain /speechbrain.github.io

Star373

The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.