Projects

CoNNear

A convolutional neural-network model of human cochlear mechanics and filter tuning for real-time applications

NICE Keras

Implementation of NICE: Nonlinear Independent Components Estimation in Keras

iSEGAN

Tricks to improve SEGAN performance. Eveything is re-implemented into Keras with Tensorflow backend.

SERGAN: Speech enhancement relativistic generative adversarial network

A fully convolutional end-to-end speech enhancement system with GANs

Joint dereverberation and denoising using NMD

MATLAB impelementation of a joint dereverberation and denoising algorithm based on non-negative matrix deconvolution

CHiME-3 CNN ASR

Kaldi script for CNN-DNN evaluation on CHiME-3 data