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Contrastive-Predictive-Coding-PyTorch
Contrastive Predictive Coding for Automatic Speaker Verificationpytorch-kaldi-neural-speaker-embeddings
A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.ASSERT
JHU's system submission to the ASVspoof 2019 Challenge: Anti-Spoofing with Squeeze-Excitation and Residual neTworks (ASSERT).Attentive-Filtering-Network
University of Edinbrugh-Johns Hopkins University's system for ASVspoof 2017 Version 2.0 dataset.Semi-Supervsied-Spoken-Language-Understanding-PyTorch
Semi-supervised spoken language understanding (SLU) via self-supervised speech and language model pretrainingPARP-wav2vec-PyTorch
LSTM
Voice activity detection of noisy speech files with LSTM. LSTM is implemented with Keras. Data processing is done with Python, MATLAB, and Bash. Experiments are done on Johns Hopkins CLSP GPUs.scale
Some of my public work at https://hltcoe.jhu.edu/research/scale/scale-2017/intro-machine-learning-paper
Paper I have read for understanding statistical machine learning and speaker recognitionnoise_cancellation
Noise cancellation system for speech files with different kinds of noise.mfcc
Steps to extract mfcc features from audiosTTS-Pruning-Pytorch
LDA
An implementation of Linear Discriminant Analysis on multi-class speaker recognition.lexicon-learner
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