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72 search results found

NeMo: a toolkit for conversational AI

Speechbrain ⭐ 7,166

A PyTorch-based Speech Toolkit

Uis Rnn ⭐ 1,491

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

Sincnet ⭐ 764

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

Voxceleb_trainer ⭐ 719

In defence of metric learning for speaker recognition

3d Convolutional Speaker Recognition ⭐ 634

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

Voiceprintrecognition Pytorch ⭐ 540

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

Wespeaker ⭐ 450

Research and Production Oriented Speaker Recognition Toolkit

Ecapa Tdnn ⭐ 365

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

Speaker Diarization ⭐ 292

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

Voiceprintrecognition Tensorflow ⭐ 273

使用Tensorflow实现声纹识别

Speaker Id ⭐ 270

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

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

Angular Penalty Softmax Losses Pytorch ⭐ 185

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

Speaker Recognition Py3 ⭐ 179

Base on MFCC and GMM(基于MFCC和高斯混合模型的语音识别)

Voiceprintrecognition Paddlepaddle ⭐ 173

本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模

Deep_speaker Speaker_recognition_system ⭐ 128

Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)

Pytorch_xvectors ⭐ 120

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

Voicemap ⭐ 118

Identifying people from small audio fragments

Speaker Identification Python ⭐ 117

Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library

Speaker Recognition Papers ⭐ 84

Share some recent speaker recognition papers and their implementations.

Voiceprintrecognition Keras ⭐ 84

基于Kersa实现的声纹识别模型

Speaker Identification ⭐ 76

A program for automatic speaker identification using deep learning techniques.

Speakerrecognition_tutorial ⭐ 71

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

Time delay neural network (TDNN) implementation in Pytorch using unfold method

PyTorch implementation of Densely Connected Time Delay Neural Network

Vggvox Speaker Identification ⭐ 65

Speaker identification with VGGVox network

Loss Gated Learning ⭐ 65

ICASSP 2022: 'Self-supervised Speaker Recognition with Loss-gated Learning'

Hyperion ⭐ 61

Python toolkit for speech processing

MIntRec: A New Dataset for Multimodal Intent Recognition (ACM MM 2022)

Voiceprint Recognition Speaker Recognition ⭐ 51

It is a complete project of voiceprint recognition or speaker recognition.

Keras Sincnet ⭐ 49

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

Voice Privacy Challenge 2022 ⭐ 45

Baseline Recipe for VoicePrivacy Challenge 2022: anonymization systems and evaluation software

Wavenet Classifier ⭐ 42

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks

Speaker recognition library based on MARF for raspberry pi and other SBCs.

Bob is a free signal-processing and machine learning toolbox originally developed by the Biometrics group at Idiap Research Institute, in Switzerland. - Mirrored from https://gitlab.idiap.ch/bob/bob

Speaker Recognition ⭐ 39

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

Factorized Tdnn ⭐ 38

PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi

Speakerrecognitionfromscratch ⭐ 38

Final project for the Speaker Recognition course on Udemy, 机器之心, 深蓝学院 and 语音之家

Wavencoder ⭐ 36

WavEncoder is a Python library for encoding audio signals, transforms for audio augmentation, and training audio classification models with PyTorch backend.

Speaker_recognition ⭐ 35

speaker recognition using keras

Real Time Voice Translator ⭐ 32

A desktop application that uses AI to translate voice between languages in real time, while preserving the speaker's tone and emotion.

Aesrc2020 ⭐ 28

a deep accent recognition network

Voxceleb Luigi ⭐ 25

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

Multi Speakerid ⭐ 25

Speaker Recognition Pytorch ⭐ 25

Speaker recognition ,Voiceprint recognition

Ge2e Loss ⭐ 23

Pytorch implementation of Generalized End-to-End Loss for speaker verification

Source Code for 'SECurity evaluation platform FOR Speaker Recognition' released in 'Defending against Audio Adversarial Examples on Speaker Recognition Systems'

Speakerguard ⭐ 20

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

Deepaudio Speaker ⭐ 20

neural network based speaker embedder

Dropclass_speaker ⭐ 17

DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020

Speaker Recognition 3d Cnn ⭐ 17

Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"

Backend of anti-fraud system based on speaker identification technology. 基于声纹识别的反诈系统后端

Nn Similarity Diarization ⭐ 16

Neural network based similarity scoring for diarization (pytorch implementation of "LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization")

Efficient Speech Processing Tookit for Automatic Speaker Recognition

Meetingstory ⭐ 14

A project I built while doing research for a professor in the Visual & Interface Design Innovation Lab at UC Davis.

Speech_signal_processing ⭐ 11

Sa Toolkit ⭐ 11

SA-toolkit: Speaker speech anonymization toolkit in python

Voice Based Speaker Identification ⭐ 11

🔉 👦 👧 👩 👨 Speaker identification using voice MFCCs and GMM

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

On-device speaker recognition engine powered by deep learning

Dae_speakerid ⭐ 10

Denoising autoencoders for speaker identification on MCE 2018 challenge

Learning To Fool The Speaker Recognition ⭐ 8

code for paper "learning to fool the speaker recognition"

Speaker Recognition ⭐ 8

Recognizing a speaker using Deep Learning

Backends For Sre19 ⭐ 7

This repository will illustrate the use of some different backends on NIST SRE 2019.

Speaker Identification ⭐ 7

Speaker Identification using Neural Net.

Gluon Audio ⭐ 7

A toolkit providing deep learning based audio recognition algorithm powered by Mxnet Gluon. Now only Text-Independent Speaker Recognition is implemented.

Mockingjay Speech Representation ⭐ 7

Official Implementation of Mockingjay in Pytorch

Automatic_speaker_recognition ⭐ 6

A repos for USTH Digital Signal Processing 2020 Group 3 project. It's quite obvious in the title.

simple version of our torch kaldi toolkit, developed at the LIA by 2 apprentices. (@Chaanks & @vbrignatz)

Voice_assistant ⭐ 5

Basic voice assistant with voice commands. Feel free to read the README.txt for instructions on how to add your own commands

Speaker Recognition ⭐ 5

声纹识别(Voiceprint Recognition, VPR)，也称为说话人识别(Speaker Recognition)，有两类，即说话人辨认(Speaker Identification)和说话人确认(Speaker Verification)

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