GitHub topics: speaker-verification

Repositories

pyannote/pyannote-audio

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

Language: Jupyter Notebook - Size: 252 MB - Last synced at: about 13 hours ago - Pushed at: 8 days ago - Stars: 7,327 - Forks: 868

speechbrain/speechbrain

A PyTorch-based Speech Toolkit

Language: Python - Size: 97.8 MB - Last synced at: 2 days ago - Pushed at: 8 days ago - Stars: 9,723 - Forks: 1,476

kaldi-asr/kaldi

kaldi-asr/kaldi is the official location of the Kaldi project.

Language: Shell - Size: 120 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 14,785 - Forks: 5,349

alphacep/vosk-api

Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 9,268 - Forks: 1,245

google/speaker-id

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

Language: Python - Size: 175 MB - Last synced at: 4 days ago - Pushed at: 24 days ago - Stars: 411 - Forks: 40

jakariaemon/WSI

Whisper Speaker Identification (WSI), a cutting-edge model for multilingual speaker identification.

Language: Python - Size: 239 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 1

modelscope/3D-Speaker

A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diarization

Language: Python - Size: 3.18 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 1,905 - Forks: 162

markovka17/dla

Deep learning for audio processing

Language: Jupyter Notebook - Size: 79.1 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 636 - Forks: 111

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)

Size: 197 KB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 3,024 - Forks: 512

bunyaminergen/awesome-speech-dataset

Awesome Speech Dataset, including download links and a brief explanation for each resource. These datasets provide diverse and high-quality speech data covering various domains such as conversational, academic, political, and more.

Size: 113 KB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 8 - Forks: 0

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

Language: Python - Size: 33.9 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 203 - Forks: 18

Delta-ML/delta

DELTA is a deep learning based natural language and speech processing platform. LF AI & DATA Projects: https://lfaidata.foundation/projects/delta/

Language: Python - Size: 59.5 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 1,590 - Forks: 288

mravanelli/SincNet

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

Language: Python - Size: 78.9 MB - Last synced at: 15 days ago - Pushed at: almost 4 years ago - Stars: 1,169 - Forks: 265

clovaai/voxceleb_trainer

In defence of metric learning for speaker recognition

Language: Python - Size: 103 KB - Last synced at: 16 days ago - Pushed at: about 1 year ago - Stars: 1,092 - Forks: 279

Jungjee/RawNet

Official repository for RawNet, RawNet2, and RawNet3

Language: Python - Size: 176 MB - Last synced at: 19 days ago - Pushed at: about 1 year ago - Stars: 374 - Forks: 55

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

Language: Jupyter Notebook - Size: 564 MB - Last synced at: 14 days ago - Pushed at: over 5 years ago - Stars: 89 - Forks: 40

microsoft/UniSpeech

UniSpeech - Large Scale Self-Supervised Learning for Speech

Language: Python - Size: 72.4 MB - Last synced at: 4 days ago - Pushed at: about 1 year ago - Stars: 455 - Forks: 74

zycv/OpenSpeaker

OpenSpeaker is a completely independent and open source speaker recognition project. It provides the entire process of speaker recognition including multi-platform deployment and model optimization.

Language: C++ - Size: 15.5 MB - Last synced at: 24 days ago - Pushed at: about 3 years ago - Stars: 64 - Forks: 13

theolepage/sslsv

Framework for training and evaluating self-supervised learning methods for speaker verification.

Language: Python - Size: 10.6 MB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 21 - Forks: 4

jhauret/vibravox

Speech to Phoneme, Bandwidth Extension and Speaker Verification using the Vibravox dataset.

Language: Python - Size: 2.24 MB - Last synced at: 8 days ago - Pushed at: about 2 months ago - Stars: 34 - Forks: 2

praveena2j/RJCAforSpeakerVerification

[FG 2024] "Audio-Visual Person Verification based on Recursive Fusion of Joint Cross-Attention"

Language: Python - Size: 1 MB - Last synced at: 18 days ago - Pushed at: 5 months ago - Stars: 4 - Forks: 0

Wadaboa/titanet

Speaker identification/verification models for Machine Learning for Computer Vision class at UNIBO

Language: Jupyter Notebook - Size: 8.25 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 62 - Forks: 13

mmmmayi/ExPO

official implementation of paper ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification

Language: Python - Size: 113 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 0

bunyaminergen/WavLMRawNetXSVBase

WavLM Large + RawNetX Speaker Verification Base: End-to-End Speaker Verification Architecture

Language: Python - Size: 1.17 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 0

mindspore-lab/mindaudio

A toolbox of audio models and algorithms based on MindSpore

Language: Jupyter Notebook - Size: 8.54 MB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 42 - Forks: 13

theolepage/wavlm_ssl_sv

SOTA method for self-supervised speaker verification leveraging a large-scale pretrained ASR model.

Language: Python - Size: 466 KB - Last synced at: 25 days ago - Pushed at: 2 months ago - Stars: 7 - Forks: 0

HarryVolek/PyTorch_Speaker_Verification

PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.

Language: Python - Size: 54.7 KB - Last synced at: 20 days ago - Pushed at: over 3 years ago - Stars: 582 - Forks: 165

zycv/Speaker-Recognition-Based-on-Deep-Learning-An-Overview

This repo is to list the references papers of 《Speaker Recognition Based on Deep Learning: An Overview》

Size: 9.77 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 39 - Forks: 5

ranchlai/awesome-speaker-embedding

A curated list of speaker-embedding speaker-verification, speaker-identification resources.

Size: 334 KB - Last synced at: about 19 hours ago - Pushed at: over 3 years ago - Stars: 47 - Forks: 5

itmo-mbss-lab/sr_lectures_book

The project is related to the development of Basics of Voice Biometrics lecture book for the ITMO Speaker Recognition Course.

Language: TeX - Size: 1.15 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

maxhollmann/voxceleb-luigi

Luigi pipeline to download VoxCeleb(2) audio from YouTube and extract speaker segments

Language: Python - Size: 80.1 KB - Last synced at: 21 days ago - Pushed at: about 4 years ago - Stars: 43 - Forks: 4

zabir-nabil/awesome-speaker-recognition-verification

A curated list of awesome speaker recognition/verification papers, projects, datasets, and competition.

Size: 21.5 KB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 2

CeLuigi/ArabCeleb

ArabCeleb: Speaker Recognition in Arabic

Language: Python - Size: 2.68 MB - Last synced at: 9 days ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 0

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.

Language: HTML - Size: 46.8 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 364 - Forks: 29

Panjete/speaker-identification

Gentle introduction to Using NeMo's Speaker-Identification capabilities, Analysis across Models and Datasets

Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SpeakerGuard/SpeakerGuard

a Pytorch library for security research on speaker recognition, released in "Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition" accepted by TDSC

Language: Python - Size: 507 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 35 - Forks: 10

DungNasSa10/Deep-Learning-Project-2022-1-Vietnamese-Speaker-Verification

Vietnamese Speaker Verification

Language: Python - Size: 4.76 MB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 1

juanmc2005/SpeakerEmbeddingLossComparison

Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP 2020

Language: Jupyter Notebook - Size: 16.1 MB - Last synced at: 20 days ago - Pushed at: over 4 years ago - Stars: 59 - Forks: 8

jefflai108/pytorch-kaldi-neural-speaker-embeddings

A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.

Language: Perl - Size: 9.35 MB - Last synced at: 5 months ago - Pushed at: about 5 years ago - Stars: 137 - Forks: 34

manojpamk/pytorch_xvectors

Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196

Language: Python - Size: 356 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 306 - Forks: 65

luan78zaoha/kaldi-timit-sre-ivector

Develop speaker recognition model based on i-vector using TIMIT database

Language: Shell - Size: 695 KB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 11

Anwarvic/Speaker-Recognition

This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1

Language: Python - Size: 22.9 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 110 - Forks: 32

cyrta/voxceleb

mirror of VoxCeleb dataset - a large-scale speaker identification dataset

Language: Shell - Size: 10 MB - Last synced at: 5 months ago - Pushed at: almost 6 years ago - Stars: 68 - Forks: 19

AnkushRathour/AudioSpeakerVerification

AudioSpeakerVerification: FastAPI-based API for Speaker Matching and Verification using SpeechBrain. Compare and verify speaker identities from audio files.

Language: Python - Size: 17.6 KB - Last synced at: 2 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

seongmin-kye/meta-SR

Pytorch implementation of Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs (Interspeech, 2020)

Language: Python - Size: 778 KB - Last synced at: 5 months ago - Pushed at: over 4 years ago - Stars: 73 - Forks: 19

itmo-mbss-lab/sr_labs_book

The project is related to the development of labs for the ITMO Speaker Recognition Course.

Language: Jupyter Notebook - Size: 3.25 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 8

Imiloin/PacGoc

PC-side code for PacGoc, enterprise grand prize-winning work in PangoMirco Cup CICC 2024.

Language: Python - Size: 1020 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

CiscoDevNet/vo-id

Language: Python - Size: 85.7 MB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3

fabianbosshard/SSAST_SV Fork of Ironmomo/SpeakerVerificationBA

Speaker Verification utilizing the Self-Supervised Audio Spectrogram Transformer

Language: Jupyter Notebook - Size: 129 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

juanmc2005/SimilarityLearning

Similarity Learning applied to Speaker Verification and Semantic Textual Similarity

Language: Python - Size: 5.8 MB - Last synced at: 13 days ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 7

mycrazycracy/tf-kaldi-speaker

Neural speaker recognition/verification system based on Kaldi and Tensorflow

Language: Python - Size: 398 KB - Last synced at: 5 months ago - Pushed at: almost 5 years ago - Stars: 32 - Forks: 16

RicherMans/PLDA

An LDA/PLDA estimator using KALDI in python for speaker verification tasks

Language: Python - Size: 149 KB - Last synced at: 5 months ago - Pushed at: about 8 years ago - Stars: 99 - Forks: 24

zabir-nabil/speaker-verification-gmm

Speaker verification using Gaussian Mixture Model (GMM)

Language: Jupyter Notebook - Size: 429 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 0

Wenhao-Yang/GradientFrequencyAttention

Gradient Frequency Attention: Tell Neural Networks where speaker information is.

Language: Python - Size: 677 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

Wenhao-Yang/SpeakerVerifiaction-pytorch

Speaker Verification using Pytorch

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 4

Janghyun1230/Speaker_Verification

Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"

Language: Python - Size: 163 KB - Last synced at: 11 months ago - Pushed at: over 3 years ago - Stars: 349 - Forks: 106

Omar-Saad-ELGharbawy/Voice-Fingerprint-Identification

Voice Id Door Lock Web-App is a Speaker-Identification and Sentence-Verification using Voice MFCCs Feature and GMM

Language: Jupyter Notebook - Size: 137 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

KunHanKH/GE2E_Speaker_Verification

Most Complete Pytorch Imeplementation "GENERALIZED END-TO-END LOSS FOR SPEAKER VERIFICATION"

Language: Jupyter Notebook - Size: 193 MB - Last synced at: 12 months ago - Pushed at: about 5 years ago - Stars: 10 - Forks: 2

wngh1187/RawNeXt

Pytorch implementation of RawNeXt: Speaker verification system for variable-duration utterance with deep layer aggregation and dynamic scaling policies

Language: Python - Size: 179 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 23 - Forks: 0

nmeripo/Text-Independant-Speaker-Identification

Implementation of Google AI's GE2E (PyTorch)

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: 12 months ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 1

bekirbakar/academics-workspace

A collection of academic publications resources.

Language: TeX - Size: 42.5 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

pranshurastogi29/uis_rnn_for_speaker_diarization

speaker_diarization done on toy dataset and tested on timit dataset

Language: Jupyter Notebook - Size: 11.3 MB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 0

wenet-e2e/wespeaker

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

Language: Python - Size: 3.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 514 - Forks: 88

swshon/voxceleb-ivector

Voxceleb1 i-vector based speaker recognition system

Language: Perl - Size: 2.16 MB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 40 - Forks: 11

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

:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification

Language: Python - Size: 31.3 MB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 123 - Forks: 25

bekirbakar/replay-attack-detection

Deep learning-based audio spoofing attack detection experiments for speaker verification.

Language: Python - Size: 2.51 MB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

ductuantruong/enskd

Official implementation of the ICASSP 2024 paper: Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Speaker Verification

Language: Python - Size: 99.6 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 0

zengchang233/MTGAN

MTGAN: Speaker Verification through Multitasking Triplet Generative Adversarial Networks

Language: Python - Size: 5.04 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 19 - Forks: 8

wuqiangch/voxceleb_trainer Fork of clovaai/voxceleb_trainer

In defence of metric learning for speaker recognition, test on voxceleb1 eer=2.21%

Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

wuqiangch/AM-MobileNet1D Fork of joaoantoniocn/AM-MobileNet1D

The Additive Margin MobileNet1D is a new light weight deep learning model for Speaker Recognition which is based on the MobileNetV2 architecture and the Additive Margin Softmax (AM-Softmax) loss function.)

Size: 145 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

eigensharks/Eigensharks

Solution Code for Signal Processing Cup - 2024 by Team EigenSharks

Language: Jupyter Notebook - Size: 23.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

SEERNET/Voice-Prints

Create speaker voiceprints from a few seconds of audio. And, identify individuals in real-time streaming or recorded conversations.

Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 13 - Forks: 3

shangeth/SpeakerProfiling

Estimating the Age, Height, and Gender of a speaker with their speech signal.

Language: Python - Size: 195 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 55 - Forks: 20

wngh1187/ExU-Net

Pytorch implementation of Extended U-Net for Speaker Verification in Noisy Environments

Language: Python - Size: 37.3 MB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 0

xx205/voxsrc2020_speaker_verification

This project partially embodies the state-of-the-art practices in speaker verification technology up until 2020, while attaining the state-of-the-art performance on the VoxCeleb1 test sets.

Language: Python - Size: 308 KB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 0

yui-mhcp/siamese_networks

Siamese Networks + general Encoder networks project

Language: Jupyter Notebook - Size: 22.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

wiebket/bt4vt

Bias Tests for Voice Technologies (bt4vt)

Language: Python - Size: 27.7 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 11 - Forks: 1

bjfu-ai-institute/speaker-recognition-papers

Share some recent speaker recognition papers and their implementations.

Language: Python - Size: 9.49 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 90 - Forks: 22

jymsuper/SpeakerRecognition_tutorial

Simple d-vector based Speaker Recognition (verification and identification) using Pytorch

Language: Python - Size: 678 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 199 - Forks: 44

grausof/keras-sincnet

Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)

Language: Python - Size: 260 KB - Last synced at: 10 days ago - Pushed at: almost 4 years ago - Stars: 72 - Forks: 26

DungNasSa10/Asian-Multi-lingual-Speaker-Verification

No_Train_No_Gain team's solution for task T01 and T02 in O-COCOSDA and VLSP 2022 - A-MSV Shared task: Asian Multilingual Speaker Verification (Top 2 Private test in both tasks).

Language: Python - Size: 463 MB - Last synced at: 11 months ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 0

waldekmaciejko/SpkVer_iVector

This is a speaker verification system uses Total Variability and Projection Matrix. Intersession variability was compensated by using backend procedures, such as linear discriminant analysis (LDA) and within-class covariance normalization (WCCN), followed by a scoring, the cosine similarity score. In literature this approach named i-vectors.

Language: C++ - Size: 405 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

buddhiW/AdaptiveNet

A dynamically adaptable neural network-based replay spoofing attack detection system.

Language: Python - Size: 15.6 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

AdvSV/AdvSV.github.io

AdvSV stands as the first dataset developed specifically for evaluating Speaker Verification (SV) systems against adversarial attacks. It aims to benchmark the robustness of ASV models in the face of such attacks and offers vital resources for researchers to explore the characteristics of adversarial and replay attacks in this domain.

Language: HTML - Size: 146 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0