speaker-verification

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

A PyTorch-based Speech Toolkit

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

DELTA is a deep learning based natural language and speech processing platform.

In defence of metric learning for speaker recognition

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

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

UniSpeech - Large Scale Self-Supervised Learning for Speech

Author's repository for reproducing RawNet 1 and 2 papers with pre-trained model weights and speaker embeddings. RawNet2 is implemented in PyTorch and RawNet1 is implemented in PyTorch and Keras.

Speaker embedding (d-vector) trained with GE2E loss

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

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

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

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

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

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

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

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

Share some recent speaker recognition papers and their implementations.

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

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

target speaker extraction and verification for multi-talker speech

Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)

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

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

【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

PyTorch implementation of Densely Connected Time Delay Neural Network

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