There are 30 repositories under speaker-verification topic.
A PyTorch-based Speech Toolkit
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
SincNet is a neural architecture for efficiently processing raw audio samples.
In defence of metric learning for speaker recognition
A Repository for Single- and Multi-modal Speaker Verification, Speaker Recognition and Speaker Diarization
PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.
Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
Deep learning for audio processing
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.
Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"
This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196
Simple d-vector based Speaker Recognition (verification and identification) using Pytorch
target speaker extraction and verification for multi-talker speech
PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi
A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1
Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"
An LDA/PLDA estimator using KALDI in python for speaker verification tasks
Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)
speechlib is a library that can do speaker diarization, transcription and speaker recognition on an audio file to create transcripts with actual speaker names
Share some recent speaker recognition papers and their implementations.
A program for automatic speaker identification using deep learning techniques.
【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