speaker-verification

There are 31 repositories under speaker-verification topic.

kaldi-asr / kaldi
kaldi-asr/kaldi is the official location of the Kaldi project.
c-plus-plus cuda kaldi shell speaker-id speaker-verification speech speech-recognition speech-to-text
Language:Shell 15211
alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
speech-recognition asr voice-recognition speech-to-text android ios raspberry-pi deep-learning deep-neural-networks speech-to-text-android speaker-identification speaker-verification python offline privacy kaldi deepspeech google-speech-to-text vosk stt
Language:Jupyter Notebook 13582
speechbrain / speechbrain
A PyTorch-based Speech Toolkit
asr audio audio-processing deep-learning huggingface language-model pytorch speaker-diarization speaker-recognition speaker-verification speech-enhancement speech-processing speech-recognition speech-separation speech-to-text speech-toolkit speechrecognition spoken-language-understanding transformers voice-recognition
Language:Python 10746
pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection
Language:Jupyter Notebook 8652
zzw922cn / awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification speech-recognition speech-synthesis neural-network recognition-synthesis diffusion-models singing-voice-synthesis voice-conversion
3086
modelscope / 3D-Speaker
A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diarization
campplus speaker-diarization speaker-verification voxceleb 3d-speaker eres2net language-identification modelscope cnceleb sdpn
Language:Python 2542
Delta-ML / delta
DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/
nlp deep-learning tensorflow speech sequence-to-sequence seq2seq speech-recognition text-classification speaker-verification nlu text-generation emotion-recognition tensorflow-serving tensorflow-lite inference asr serving front-end custom-ops ops
Language:Python 1597
mravanelli / SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
deep-learning audio waveform filtering cnn convolutional-neural-networks speaker-recognition speaker-verification speaker-identification speech-recognition asr audio-processing speech-processing digital-signal-processing signal-processing neural-networks artificial-intelligence timit pytorch python
Language:Python 1202
clovaai / voxceleb_trainer
In defence of metric learning for speaker recognition
speaker-recognition metric-learning voxceleb speaker-verification
Language:Python 1143
wenet-e2e / wespeaker
Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit
asv ecapa-tdnn production-ready pytorch resnet speaker-recognition speaker-verification xvector speaker-diarization repvgg campplus eres2net ssl dino plda cnceleb voxceleb nist-sre wavlm redimnet
Language:Python 1074
TaoRuijie / ECAPA-TDNN
Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
ecapa-tdnn speaker-recognition speaker-verification voxceleb1 voxceleb2
Language:Python 747
markovka17 / dla
Deep learning for audio processing
deep-learning speech-recognition tts signal-processing voice-conversion keyword-spotting speaker-verification
Language:Jupyter Notebook 705
HarryVolek / PyTorch_Speaker_Verification
PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.
pytorch speaker-identification speaker-verification
Language:Python 594
microsoft / UniSpeech
UniSpeech - Large Scale Self-Supervised Learning for Speech
pytorch speech-recognition speech-processing speech diarization speech-separation speech-diarization speaker-verification
Language:Python 472
google / speaker-id
This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
speaker-recognition source-separation speaker-diarization speaker-verification speaker-identification
Language:Python 434
Jungjee / RawNet
Official repository for RawNet, RawNet2, and RawNet3
extracted-speaker-embeddings pytorch rawnet speaker-embeddings speaker-verification spk-embd voxceleb2
Language:Python 389
speechbrain / speechbrain.github.io
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.
deep-learning speech-recognition speech-to-text speech speech-processing speaker-recognition speaker-verification speaker-identification speech-separation speech-emotion-recognition speechrecognition speech-recognizer deeplearning neural-network neural-networks beamforming timit librispeech speech-analysis speech-api
Language:HTML 371
Janghyun1230 / Speaker_Verification
Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"
speaker-verification
Language:Python 369
manojpamk / pytorch_xvectors
Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196
speaker-embeddings speaker-verification speaker-recognition speaker-diarization
Language:Python 320
yistLin / dvector
Speaker embedding (d-vector) trained with GE2E loss
speaker-embedding ge2e pytorch dvector speaker-verification speaker-encoder torchscript
Language:Python 287
NavodPeiris / speechlib
speechlib is a library that can do speaker diarization, transcription and speaker recognition on an audio file to create transcripts with actual speaker names.
ai automatic-speech-recognition faster-whisper speaker-diarization speaker-recognition speaker-verification transcription whisper-ai
Language:Python 239
jymsuper / SpeakerRecognition_tutorial
Simple d-vector based Speaker Recognition (verification and identification) using Pytorch
speaker-recognition deep-learning speaker-verification speaker-identification pytorch
Language:Python 212
cvqluu / TDNN
Time delay neural network (TDNN) implementation in Pytorch using unfold method
asr pytorch speaker-diarization speaker-recognition speaker-verification speech-processing speech-recognition tdnn x-vector
Language:Python 203
xuchenglin28 / speaker_extraction
target speaker extraction and verification for multi-talker speech
speaker-extraction multi-talker-speech speaker-verification source-separation
Language:Python 187
cvqluu / Factorized-TDNN
PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi
kaldi tdnn tdnn-f pytorch speech-recognition speaker-recognition acoustic-model neural-network neural-networks speaker-diarization speaker-verification x-vector embedding factorized-tdnn acoustic-models
Language:Python 149
jefflai108 / pytorch-kaldi-neural-speaker-embeddings
A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.
speaker-verification speaker-recognition speech-processing speaker-identification pytorch kaldi learnable-dictionary-encoding
Language:Perl 136
astorfi / 3D-convolutional-speaker-recognition-pytorch
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
convolutional-neural-networks python pytorch speaker-verification
Language:Python 123
Anwarvic / Speaker-Recognition
This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1
sidekit speaker-recognition speaker-verification speaker-identification gmm gmm-ubm i-vector ubm identity-verification identity-vector
Language:Python 114
FAKEBOB-adversarial-attack / FAKEBOB
Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)
adversarial-attacks close-set-speaker-identification gmm-ubm ivector ivector-plda open-set-speaker-identification speaker-identification speaker-recognition-systems speaker-verification
Language:Python 104
funcwj / ge2e-speaker-verification
Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"
pytorch speaker-identification speaker-verification
Language:Python 103
RicherMans / PLDA
An LDA/PLDA estimator using KALDI in python for speaker verification tasks
kaldi speaker-verification plda
Language:Python 101
lihanghang / Deep-learning-And-Paper
【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等
ai deep-learning papers book meachinelearning speech-recognition sentiment-classification speaker-verification speech-to-text automl
Language:Jupyter Notebook 92
bjfu-ai-institute / speaker-recognition-papers
Share some recent speaker recognition papers and their implementations.
tensorflow paper-implementations speaker-recognition speaker-verification
Language:Python 90
yuyq96 / D-TDNN
PyTorch implementation of Densely Connected Time Delay Neural Network
speech speaker-recognition speaker-verification speaker-embedding speaker-diarization speaker-adaptation time-delay-neural-network temporal-convolutional-network d-tdnn
Language:Python 89
cvqluu / GE2E-Loss
Pytorch implementation of Generalized End-to-End Loss for speaker verification
d-vectors ge2e pytorch speaker-diarization speaker-identification speaker-recognition speaker-verification
Language:Python 86
GauravWaghmare / Speaker-Identification
A program for automatic speaker identification using deep learning techniques.
speaker-recognition speaker-verification keras mfcc
Language:Python 84

speaker-verification

kaldi-asr / kaldi

alphacep / vosk-api

speechbrain / speechbrain

pyannote / pyannote-audio

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

modelscope / 3D-Speaker

Delta-ML / delta

mravanelli / SincNet

clovaai / voxceleb_trainer

wenet-e2e / wespeaker

TaoRuijie / ECAPA-TDNN

markovka17 / dla

HarryVolek / PyTorch_Speaker_Verification

microsoft / UniSpeech

google / speaker-id

Jungjee / RawNet

speechbrain / speechbrain.github.io

Janghyun1230 / Speaker_Verification

manojpamk / pytorch_xvectors

yistLin / dvector

NavodPeiris / speechlib

jymsuper / SpeakerRecognition_tutorial

cvqluu / TDNN

xuchenglin28 / speaker_extraction

cvqluu / Factorized-TDNN

jefflai108 / pytorch-kaldi-neural-speaker-embeddings

astorfi / 3D-convolutional-speaker-recognition-pytorch

Anwarvic / Speaker-Recognition

FAKEBOB-adversarial-attack / FAKEBOB

funcwj / ge2e-speaker-verification

RicherMans / PLDA

lihanghang / Deep-learning-And-Paper

bjfu-ai-institute / speaker-recognition-papers

yuyq96 / D-TDNN

cvqluu / GE2E-Loss

GauravWaghmare / Speaker-Identification