speaker-embedding

There are 6 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
overlapped-speech-detection pretrained-models pytorch speaker-change-detection speaker-diarization speaker-embedding speaker-recognition speaker-verification speech-activity-detection speech-processing voice-activity-detection
Language:Jupyter Notebook 5583
diart
juanmc2005 / diart
A python package to build AI-powered real-time audio applications
deep-learning real-time speaker-diarization speaker-embedding streaming-audio transcription voice-activity-detection
Language:Python 919
yistLin / dvector
Speaker embedding (d-vector) trained with GE2E loss
dvector ge2e pytorch speaker-embedding speaker-encoder speaker-verification torchscript
Language:Python 270
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 245
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 83
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 72
juanmc2005 / SpeakerEmbeddingLossComparison
Companion repository for the paper "A Comparison of Metric Learning Loss Functions for End-to-End Speaker Verification" published at SLSP 2020
additive-angular-margin-loss end-to-end-machine-learning metric-learning pytorch sincnet speaker-embedding speaker-verification x-vector
Language:Jupyter Notebook 59
ranchlai / awesome-speaker-embedding
A curated list of speaker-embedding speaker-verification, speaker-identification resources.
speaker-recognition speaker-verification speaker-embedding
43
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 29
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.
convolutional-neural-networks deep-learning speaker-embedding speaker-recognition speaker-verification
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 22
Picovoice / eagle
On-device speaker recognition engine powered by deep learning
speaker-embedding speaker-identification speaker-recognition
Language:Python 19
ductuantruong / enskd
Official implementation of the ICASSP 2024 paper: Emphasized Non-Target Speaker Knowledge in Knowledge Distillation for Speaker Verification
speaker-verification voxceleb speaker-embedding speaker-identification speaker-recognition
Language:Python 13
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
zabir-nabil / awesome-speaker-recognition-verification
A curated list of awesome speaker recognition/verification papers, projects, datasets, and competition.
awesome-list deep-learning machine-learning speaker speaker-embedding speaker-identification speaker-recognition speaker-verification
13
arhtur007 / Angular-Triplet-Center-Loss
Angular triplet center loss implementation in Pytorch.
face-recognition face-verification loss-function loss-functions metric-learning pytorch speaker-embedding speaker-embeddings speaker-recognition speaker-verification
Language:Python 12
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 10
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 6
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
z3lx / speaker-identification
Speaker identification on audio files using the pyannote/embedding model.
python speaker-embedding speaker-identification speech-processing
Language:Python 0
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