speaker-embedding

There are 5 repositories under speaker-embedding topic.

pyannote / pyannote-audio
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
pytorch speech-processing speaker-diarization speech-activity-detection speaker-change-detection speaker-embedding voice-activity-detection pretrained-models overlapped-speech-detection speaker-recognition speaker-verification
Language:Jupyter Notebook 4991
diart
juanmc2005 / diart
A python package to build AI-powered real-time audio applications
speaker-diarization streaming-audio real-time speaker-embedding deep-learning transcription voice-activity-detection
Language:Python 787
yistLin / dvector
Speaker embedding (d-vector) trained with GE2E loss
speaker-embedding ge2e pytorch dvector speaker-verification speaker-encoder torchscript
Language:Python 263
Walleclipse / Deep_Speaker-speaker_recognition_system
Keras implementation of ‘’Deep Speaker: an End-to-End Neural Speaker Embedding System‘’ (speaker recognition)
speech speaker-recognition speaker-embedding triplet-loss keras
Language:Python 243
yuyq96 / D-TDNN
PyTorch implementation of Densely Connected Time Delay Neural Network
speech speaker-recognition speaker-verification speaker-embedding speaker-diarization speaker-adaptation time-delay-neural-network temporal-convolutional-network d-tdnn
Language:Python 81
Chris10M / Lip2Speech
A pipeline to read lips and generate speech for the read content, i.e Lip to Speech Synthesis.
deep-learning lip-reading speech-synthesis speaker-embedding lipreading real-time pytorch liptospeech
Language:Python 66
juanmc2005 / SpeakerEmbeddingLossComparison
Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP 2020
speaker-verification additive-angular-margin-loss metric-learning end-to-end-machine-learning speaker-embedding sincnet x-vector pytorch
Language:Jupyter Notebook 58
ranchlai / awesome-speaker-embedding
A curated list of speaker-embedding speaker-verification, speaker-identification resources.
speaker-recognition speaker-verification speaker-embedding
42
maxhollmann / voxceleb-luigi
Luigi pipeline to download VoxCeleb(2) audio from YouTube and extract speaker segments
voxceleb luigi speaker-verification speaker-embedding speaker-recognition
Language:Python 41
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 40
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
MaxMax2016 / 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 28
iPRoBe-lab / 1D-Triplet-CNN
PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Speaker Recognition in Severely Degraded Audio Signals by A. Chowdhury, and A. Ross.
deep-learning speaker-recognition speaker-verification speaker-embedding convolutional-neural-networks
Language:Python 27
cvqluu / dropclass_speaker
DropClass and DropAdapt - repository for the paper accepted to Speaker Odyssey 2020
representation-learning speaker-recognition speaker-verification speaker-identification speaker-embedding dropout kaldi speaker-adaptation metalearning meta-learning machine-learning
Language:Python 21
Picovoice / eagle
On-device speaker recognition engine powered by deep learning
speaker-embedding speaker-identification speaker-recognition
Language:TypeScript 14
SEERNET / Voice-Prints
Create speaker voiceprints from a few seconds of audio. And, identify individuals in real-time streaming or recorded conversations.
speaker-verification speaker-identification speaker-recognition speaker-embedding voice-authentication
13
arhtur007 / Angular-Triplet-Center-Loss
Angular triplet center loss implementation in Pytorch.
pytorch loss-functions loss-function face-recognition face-verification speaker-recognition speaker-verification speaker-embedding speaker-embeddings metric-learning
Language:Python 11
zabir-nabil / awesome-speaker-recognition-verification
A curated list of awesome speaker recognition/verification papers, projects, datasets, and competition.
speaker-recognition speaker-verification speaker-identification speaker speaker-embedding deep-learning awesome-list machine-learning
10
Chaanks / stklia
simple version of our torch kaldi toolkit, developed at the LIA by 2 apprentices. (@Chaanks & @vbrignatz)
representation-learning speaker-recognition speaker-verification speaker-identification speaker-embedding kaldi kaldi-asr deep-learning pytorch resnet
Language:Python 9
xx205 / voxsrc2020_speaker_verification
This project partially embodies the state-of-the-art practices in speaker verification technology up until 2020, while attaining the state-of-the-art performance on the VoxCeleb1 test sets.
deep-learning dpn res2net speaker-embedding speaker-verification tdnn tensorflow voxceleb voxceleb1 voxceleb2 voxsrc
Language:Python 7
warisqr007 / vq-ppg-vc
Vector Quantized PPGs based Voice conversion
prosody prosody-transfer speaker-embedding voice-conversion acoustic-model phonetic-posteriorgram transformer
Language:Jupyter Notebook 5
ZhaZhaFon / repo_voxcelebtrainer
说话人识别仓库-说话人表征-ResNet/VGGVox || a ready-to-use repo for Speaker Verification / Speaker Embedding with xvector
speaker-representatoin speaker-verification metric-learning rvector xvector speaker-embedding voxceleb
Language:Python 3
bghorvath / fastClusteringDiarizer
Fast clustering of speaker embeddings for multifile speaker diarization with reappearing speakers
agglomerative-clustering clustering knn-classification speaker-diarization speaker-embedding
Language:Jupyter Notebook 1
deep-privacy / sidekit
For further release go to: https://git-lium.univ-lemans.fr/speaker/sidekit
speaker-recognition speaker-verification speaker-identification speaker-embedding xvector automatic-speaker-verification asv
Language:Python 1
hujinsen / PyTorch_Speaker_Verification
PyTorch implementation of "Generalized End-to-End Loss for Speaker Verification" by Wan, Li et al.
speaker-verification speaker-embedding
Language:Python 1
ZhaZhaFon / repo_dvector
说话人识别仓库-说话人表征-dvector || a ready-to-use repo for Speaker Verification / Speaker Embedding with dvector
speaker-representation speaker-verification dvector speaker-embedding
Language:Python