speaker-verification

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

roadmap neural-network cnn dnn tts speech-synthesis speech-recognition rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification voice-conversion timit-dataset acoustic-model diffusion-models singing-voice-synthesis recognition-synthesis

UpdatedOct 19, 2023

modelscope /3D-Speaker

Star2.7k

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

speaker-verification speaker-diarization language-identification voxceleb modelscope campplus eres2net 3d-speaker cnceleb sdpn

UpdatedDec 8, 2025
Python

Delta-ML /delta

Star1.6k

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

nlp front-end ops deep-learning text-classification tensorflow nlu speech inference text-generation speech-recognition seq2seq sequence-to-sequence speaker-verification asr tensorflow-serving emotion-recognition custom-ops serving tensorflow-lite

UpdatedApr 16, 2025
Python

mravanelli /SincNet

Star1.2k

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

audio python deep-learning signal-processing waveform cnn pytorch artificial-intelligence speech-recognition neural-networks convolutional-neural-networks digital-signal-processing filtering speaker-recognition speaker-verification speech-processing audio-processing asr timit speaker-identification

UpdatedApr 28, 2021
Python

clovaai /voxceleb_trainer

Star1.2k

In defence of metric learning for speaker recognition

metric-learning speaker-recognition speaker-verification voxceleb

UpdatedMar 26, 2024
Python

wenet-e2e /wespeaker

Star1.1k

Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit

ssl pytorch resnet production-ready speaker-recognition speaker-verification plda speaker-diarization dino asv voxceleb xvector nist-sre repvgg ecapa-tdnn wavlm campplus eres2net cnceleb redimnet

UpdatedDec 17, 2025
Python

TaoRuijie /ECAPA-TDNN

Star766

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

speaker-recognition speaker-verification voxceleb1 voxceleb2 ecapa-tdnn

UpdatedApr 11, 2024
Python

markovka17 /dla

Star716

Deep learning for audio processing

deep-learning signal-processing tts speech-recognition speaker-verification keyword-spotting voice-conversion

UpdatedDec 15, 2025
Jupyter Notebook

HarryVolek /PyTorch_Speaker_Verification

Star596

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

pytorch speaker-verification speaker-identification

UpdatedJan 20, 2022
Python

microsoft /UniSpeech

Star474

UniSpeech - Large Scale Self-Supervised Learning for Speech

speech pytorch speech-recognition speaker-verification speech-processing speech-separation diarization speech-diarization

UpdatedApr 5, 2024
Python

google /speaker-id

Star436

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

speaker-recognition speaker-verification source-separation speaker-diarization speaker-identification

UpdatedAug 12, 2025
Python

Jungjee /RawNet

Star392

Official repository for RawNet, RawNet2, and RawNet3

pytorch speaker-verification speaker-embeddings voxceleb2 rawnet extracted-speaker-embeddings spk-embd

UpdatedMar 21, 2024
Python

speechbrain /speechbrain.github.io

Star373

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.