speaker-recognition
There are 69 repositories under speaker-recognition topic.
NVIDIA-NeMo / NeMo
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Language:Python 16057speechbrain / speechbrain
A PyTorch-based Speech Toolkit
asraudioaudio-processingdeep-learninghuggingfacelanguage-modelpytorchspeaker-diarizationspeaker-recognitionspeaker-verificationspeech-enhancementspeech-processingspeech-recognitionspeech-separationspeech-to-textspeech-toolkitspeechrecognitionspoken-language-understandingtransformersvoice-recognitionLanguage:Python 10746pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
Language:Jupyter Notebook 8651- uis-rnn
google / uis-rnn
This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.
Language:Python 1586 mravanelli / SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
Language:Python 1202clovaai / voxceleb_trainer
In defence of metric learning for speaker recognition
Language:Python 1143yeyupiaoling / VoiceprintRecognition-Pytorch
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
Language:Python 1122wenet-e2e / wespeaker
Research and Production Oriented Speaker Verification, Recognition and Diarization Toolkit
Language:Python 1074athena-team / athena
an open-source implementation of sequence-to-sequence based speech processing engine
Language:C++ 963- FluidAudio
FluidInference / FluidAudio
Frontier CoreML audio models in your apps — text-to-speech, speech-to-text, voice activity detection, and speaker diarization. In Swift, powered by SOTA open source.
Language:Swift 843 astorfi / 3D-convolutional-speaker-recognition
:speaker: Deep Learning & 3D Convolutional Neural Networks for Speaker Verification
Language:Python 788TaoRuijie / ECAPA-TDNN
Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)
Language:Python 747cvqluu / Angular-Penalty-Softmax-Losses-Pytorch
Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)
Language:Python 494taylorlu / Speaker-Diarization
speaker diarization by uis-rnn and speaker embedding by vgg-speaker-recognition
Language:Python 494This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
Language:Python 434nuaazs / VAF_2
Aims to create a comprehensive voice toolkit for training, testing, and deploying speaker verification systems.
Language:Python 395The 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 371SamirPaulb / real-time-voice-translator
A desktop application that uses AI to translate voice between languages in real time, while preserving the speaker's tone and emotion.
Language:Tcl 349使用Tensorflow实现声纹识别
Language:Python 324manojpamk / pytorch_xvectors
Deep speaker embeddings in PyTorch, including x-vectors. Code used in this work: https://arxiv.org/abs/2007.16196
Language:Python 320本项目使用了EcapaTdnn、ResNetSE、ERes2Net、CAM++等多种先进的声纹识别模型，同时本项目也支持了MelSpectrogram、Spectrogram、MFCC、Fbank等多种数据预处理方法
Language:Python 288crouchred / speaker-recognition-py3
Base on MFCC and GMM(基于MFCC和高斯混合模型的语音识别)
Language:Python 252Walleclipse / Deep_Speaker-speaker_recognition_system
Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)
Language:Python 252NavodPeiris / 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 239Atul-Anand-Jha / Speaker-Identification-Python
Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library
Language:Python 211jymsuper / SpeakerRecognition_tutorial
Simple d-vector based Speaker Recognition (verification and identification) using Pytorch
Language:Python 211VITA-Group / AutoSpeech
[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang
Language:Python 208- Language:Python 203
IBM-Cloud / chatbot-watson-android
An Android ChatBot powered by Watson Services - Assistant, Speech-to-Text and Text-to-Speech on IBM Cloud.
Language:Java 199lihanghang / CASR-DEMO
基于Flask Web的中文自动语音识别演示系统,包含语音识别、语音合成、声纹识别之说话人识别。
Language:CSS 171oscarknagg / voicemap
Identifying people from small audio fragments
Language:Python 170Speaker-Identification / You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
Language:Jupyter Notebook 170PyTorch implementation of the Factorized TDNN (TDNN-F) from "Semi-Orthogonal Low-Rank Matrix Factorization for Deep Neural Networks" and Kaldi
Language:Python 149基于Kersa实现的声纹识别模型
Language:Python 147jefflai108 / pytorch-kaldi-neural-speaker-embeddings
A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.
Language:Perl 136Anwarvic / Speaker-Recognition
This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1
Language:Python 114