vkothapally
Machine Learning, Deep Learning, Microphone Arrays, Distant Speech Enhancement and Recognition
Center for Robust Speech Systems (CRSS)Dallas, TX
Pinned Repositories
Array-Processing
Beamforming Techniques
awesome-fast-attention
list of efficient attention modules
Awesome-Speech-Enhancement
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
awesome-speech-enhancement-1
speech enhancement\speech seperation\sound source localization
Complex-valued-Attention
Transformer based Self-Attention for Complex Numbers
Complex-valued-DNN-Speech-Enhancement
Complex valued Deep Neural Network for Speech Enhancement
Complex-valued-GRU-PyTorch
Gated Recurrent Neural Networks for Complex Numbers
JAECBF
Speech-Enhancement
A Multi-Channel Front End processing for speech enhancement
Subband-Beamformer
vkothapally's Repositories
vkothapally/Array-Processing
Beamforming Techniques
vkothapally/Speech-Enhancement
A Multi-Channel Front End processing for speech enhancement
vkothapally/SkipConvNet-1
Speech Dereverberation using Fully Convolutional Networks
vkothapally/pacnet
Pixel-Adaptive Convolutional Neural Networks (CVPR '19)
vkothapally/vision
Datasets, Transforms and Models specific to Computer Vision
vkothapally/Conv-TasNet
A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
vkothapally/cplxmodule
Complex-valued neural networks for pytorch and Variational Dropout for real and complex layers.
vkothapally/DCUnet.pytorch
Phase-Aware Speech Enhancement with Deep Complex U-Net
vkothapally/DCUNetTorchSound
Implementation of Phase-aware speech enhancement with deep complex U-Net
vkothapally/DeepComplexUNetPyTorch
Implementation of Deep Complex UNet Using PyTorch
vkothapally/einops
Deep learning operations reinvented (for pytorch, tensorflow, chainer, gluon and others)
vkothapally/github-cheat-sheet
A list of cool features of Git and GitHub.
vkothapally/padasip
Python Adaptive Signal Processing
vkothapally/python-audio-effects
Apply audio effects such as reverb and EQ directly to audio files or NumPy ndarrays.
vkothapally/pytorch-stft
An STFT/iSTFT for PyTorch.
vkothapally/Research-and-Analysis-of-Speech-Enhancement-or-Dereverberation
This repository contains some material of speech enhancement and dereverberation. On the one hand, I summarize this work for my further understanding. On the other hand, I hope that all beginners or masters interested in speech enhancement can ask me questions and make progress together. A lot of my summary is not very good, I hope you put forward corrections!
vkothapally/Reverb
Reverberated Speech Simulation and Analysis
vkothapally/roc-star
Loss function which directly targets ROC-AUC
vkothapally/SciencePlots
Format Matplotlib for scientific plotting
vkothapally/speech_feature_extractor
Some useful features of speech process, such as MFCC, gammatone filterbank, GFCC, spectrum(power spectrum and log-power spectrum), Amplitude Modulation Spectrum(AMS) and so on.