speaker-identification

There are 31 repositories under speaker-identification topic.

alphacep / vosk-api
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
android asr deep-learning deep-neural-networks deepspeech google-speech-to-text ios kaldi offline privacy python raspberry-pi speaker-identification speaker-verification speech-recognition speech-to-text speech-to-text-android stt voice-recognition vosk
Language:Jupyter Notebook 13196
mravanelli / SincNet
SincNet is a neural architecture for efficiently processing raw audio samples.
deep-learning audio waveform filtering cnn convolutional-neural-networks speaker-recognition speaker-verification speaker-identification speech-recognition asr audio-processing speech-processing digital-signal-processing signal-processing neural-networks artificial-intelligence timit pytorch python
Language:Python 1195
HarryVolek / PyTorch_Speaker_Verification
PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.
pytorch speaker-identification speaker-verification
Language:Python 589
google / speaker-id
This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.
speaker-recognition source-separation speaker-diarization speaker-verification speaker-identification
Language:Python 432
speechbrain / speechbrain.github.io
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-learning speech-recognition speech-to-text speech speech-processing speaker-recognition speaker-verification speaker-identification speech-separation speech-emotion-recognition speechrecognition speech-recognizer deeplearning neural-network neural-networks beamforming timit librispeech speech-analysis speech-api
Language:HTML 371
Atul-Anand-Jha / Speaker-Identification-Python
Speaker Identification System (upto 100% accuracy); built using Python 2.7 and python_speech_features library
python-2 speaker-recognition speaker-identification
Language:Python 211
jymsuper / SpeakerRecognition_tutorial
Simple d-vector based Speaker Recognition (verification and identification) using Pytorch
speaker-recognition deep-learning speaker-verification speaker-identification pytorch
Language:Python 211
oscarknagg / voicemap
Identifying people from small audio fragments
machine-learning speaker-identification speaker-recognition convolutional-neural-networks
Language:Python 171
Speaker-Identification / You-Only-Speak-Once
Deep Learning - one shot learning for speaker recognition using Filter Banks
triplet-loss siamese-networks speaker-recognition voice-authentication neural-network one-shot-learning audio speech deep-speaker speaker-identification deep-learning
Language:Jupyter Notebook 169
kaistmm / Audio-Mamba-AuM
Official Implementation of the work "Audio Mamba: Bidirectional State Space Model for Audio Representation Learning"
audio audio-classification audio-mamba deep-learning mamba pytorch representation-learning speaker-identification speech-classification state-space-model
Language:Python 138
jefflai108 / pytorch-kaldi-neural-speaker-embeddings
A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.
speaker-verification speaker-recognition speech-processing speaker-identification pytorch kaldi learnable-dictionary-encoding
Language:Perl 136
SiavashShams / ssamba
[SLT'24] The official implementation of SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model
audio audio-classification keyword-spotting mamba representation-learning self-supervised-learning speaker-identification state-space-model deep-learning emotion-recognition
Language:Python 118
Anwarvic / Speaker-Recognition
This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1
sidekit speaker-recognition speaker-verification speaker-identification gmm gmm-ubm i-vector ubm identity-verification identity-vector
Language:Python 113
FAKEBOB-adversarial-attack / FAKEBOB
Source code for paper "Who is real Bob? Adversarial Attacks on Speaker Recognition Systems" (IEEE S&P 2021)
adversarial-attacks speaker-recognition-systems speaker-identification speaker-verification close-set-speaker-identification open-set-speaker-identification gmm-ubm ivector-plda ivector
Language:Python 104
funcwj / ge2e-speaker-verification
Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"
speaker-verification pytorch speaker-identification
Language:Python 103
Appen / UHV-OTS-Speech
A data annotation pipeline to generate high-quality, large-scale speech datasets with machine pre-labeling and fully manual auditing.
speech-processing speech-annotation speech-recognition speaker-diarization speech-seperation gender-classification speaker-identification synthetic-speech-detection speech-transcription topic-detection audio-segmentation accent-detection
Language:Forth 102
cvqluu / GE2E-Loss
Pytorch implementation of Generalized End-to-End Loss for speaker verification
speaker-verification ge2e pytorch d-vectors speaker-identification speaker-diarization speaker-recognition
Language:Python 86
nezhar / speech-condenser
A tool for summarizing dialogues from videos or audio
asr speach-recognition speaker-diarization speaker-identification summarization
Language:Python 82
cyrta / voxceleb
mirror of VoxCeleb dataset - a large-scale speaker identification dataset
speaker speaker-identification speaker-verification speaker-recognition dataset corpus speech
Language:Shell 71
Warma10032 / easytts
打造最简单的TTS前端集合，最简单的有声小说制作工作流。基于正则规则对小说进行分句，基于RoBERTa对小说中的对话进行说话人识别，从而实现一键式生成多人有声小说。多说话人的语音合成，高质量的有声小说制作。
ai audio-generation nlp pyqt speaker-identification tts
Language:Python 67
mjpyeon / wavenet-classifier
Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
wavenet-keras speech-analysis speech-api deep-learning deep-neural-networks supervised-learning deepmind speaker-recognition speaker-identification speaker-verification speech-emotion-recognition
Language:Python 64
Wadaboa / titanet
Speaker identification/verification models for Machine Learning for Computer Vision class at UNIBO
d-vectors ml4cv nvidia speaker-embeddings speaker-identification speaker-recognition speaker-verification titanet unibo
Language:Jupyter Notebook 62
CouncilDataProject / speakerbox
Speakerbox: Fine-tune Audio Transformers for speaker identification.
audio-classification transformers speaker-id speaker-identification
Language:Python 56
mialrr / Speaker-Recognition
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)
python speaker-identification speaker-recognition speaker-verification voiceprint-recognition vpr
Language:Python 55
SuperKogito / Voice-based-speaker-identification
:sound: :boy: :girl: :woman: :man: Speaker identification using voice MFCCs and GMM
speaker-identification speaker-recognition gmm mfcc voice mel-frequency-cepstral-coefficients mel-frequencies gaussian-mixture-models signal machine-learning vocal speech scikit-learn scikit-learn-python
Language:Python 54
jojojaeger / whisper-streamlit
this master thesis project is based on OpenAI Whisper with the goal to transcibe interviews
asr clinical-research speaker-identification whisper
Language:Python 47
qianhwan / KaldiBasedSpeakerVerification
Kaldi based speaker verification
speaker-recognition speaker-verification speaker-identification kaldi
Language:C++ 47
KrishnaDN / Attentive-Statistics-Pooling-for-Deep-Speaker-Embedding
Implementation of the paper "Attentive Statistics Pooling for Deep Speaker Embedding" in Pytorch
speaker-recognition speaker-identification speech attention-model
Language:Python 43
swshon / voxceleb-ivector
Voxceleb1 i-vector based speaker recognition system
voxceleb voxceleb1 i-vector speaker-embedding speaker-recognition speaker-verification speaker-identification kaldi
Language:Perl 43
manthanthakker / speakerIdentificationNeuralNetworks
⇨ The Speaker Recognition System consists of two phases, Feature Extraction and Recognition. ⇨ In the Extraction phase, the Speaker's voice is recorded and typical number of features are extracted to form a model. ⇨ During the Recognition phase, a speech sample is compared against a previously created voice print stored in the database. ⇨ The highlight of the system is that it can identify the Speaker's voice in a Multi-Speaker Environment too. Multi-layer Perceptron (MLP) Neural Network based on error back propagation training algorithm was used to train and test the system. ⇨ The system response time was 74 µs with an average efficiency of 95%.
deep-neural-networks machine-learning neural-networks speaker-identification speaker-recognition
Language:MATLAB 38
PiotrTa / Huawei-Challenge-Speaker-Identification
Trained speaker embedding deep learning models and evaluation pipelines in pytorch and tesorflow for speaker recognition.
speaker-embedding speaker-identification speaker-verification speaker-recognition speech-processing voice-recognition voice-activity-detection
Language:Jupyter Notebook 36
Picovoice / eagle
On-device speaker recognition engine powered by deep learning
speaker-identification speaker-recognition speaker-embedding
Language:Python 33
mycrazycracy / tf-kaldi-speaker
Neural speaker recognition/verification system based on Kaldi and Tensorflow
speaker-verification speaker-recognition speech-processing machine-learning kaldi kaldi-asr tensorflow neural-network speaker-identification
Language:Python 32
imranparuk / speaker-recognition-3d-cnn
Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"
speaker-identification speaker-recognition keras pytorch pytorch-implmention speaker-verification keras-implimentation 3d-cnn
Language:Python 29
PlayVoice / VI-Speaker
Speaker embedding for VI-SVC and VI-SVS, alse for VITS; Use this to replace the ID to implement voice clone.
vits speaker-embedding speaker-identification voice-clone
Language:Python 29
SEC4SR / SEC4SR
Source Code for 'SECurity evaluation platform FOR Speaker Recognition' released in 'Defending against Audio Adversarial Examples on Speaker Recognition Systems'
adversarial-attacks adversarial-defense speaker-identification speaker-recognition speaker-verification
Language:Python 26

speaker-identification

alphacep / vosk-api

mravanelli / SincNet

HarryVolek / PyTorch_Speaker_Verification

google / speaker-id

speechbrain / speechbrain.github.io

Atul-Anand-Jha / Speaker-Identification-Python

jymsuper / SpeakerRecognition_tutorial

oscarknagg / voicemap

Speaker-Identification / You-Only-Speak-Once

kaistmm / Audio-Mamba-AuM

jefflai108 / pytorch-kaldi-neural-speaker-embeddings

SiavashShams / ssamba

Anwarvic / Speaker-Recognition

FAKEBOB-adversarial-attack / FAKEBOB

funcwj / ge2e-speaker-verification

Appen / UHV-OTS-Speech

cvqluu / GE2E-Loss

nezhar / speech-condenser

cyrta / voxceleb

Warma10032 / easytts

mjpyeon / wavenet-classifier

Wadaboa / titanet

CouncilDataProject / speakerbox

mialrr / Speaker-Recognition

SuperKogito / Voice-based-speaker-identification

jojojaeger / whisper-streamlit

qianhwan / KaldiBasedSpeakerVerification

KrishnaDN / Attentive-Statistics-Pooling-for-Deep-Speaker-Embedding

swshon / voxceleb-ivector

manthanthakker / speakerIdentificationNeuralNetworks

PiotrTa / Huawei-Challenge-Speaker-Identification

Picovoice / eagle

mycrazycracy / tf-kaldi-speaker

imranparuk / speaker-recognition-3d-cnn

PlayVoice / VI-Speaker

SEC4SR / SEC4SR