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vkeep's Projects

auraloss icon auraloss

Collection of audio-focused loss functions in PyTorch

channel-wise-subband-input icon channel-wise-subband-input

The demos of paper: Channel-wise Subband Input for Better Voice and Accompaniment Separation on High Resolution Music

cpjku_dcase23 icon cpjku_dcase23

This repository contains the code of the CP JKU submission to DCASE23 Task 1 "Low-complexity Acoustic Scene Classification"

crn-based-saec icon crn-based-saec

The implementation of "Deep Learning-based Stereophonic Acoustic Echo Suppression without Decorrelation"

cts-net icon cts-net

The supplemental material and samples with respect to the paper "TWO HEADS ARE BETTER THAN ONE: A TWO-STAGE APPROACH FOR MONAURAL NOISE REDUCTION IN THE COMPLEX DOMAIN" are provided (submitted to ICASSP 2021)

d2former icon d2former

This repository contains the audio samples for "D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech Enhancement" which is submitted to ICASSP 2023.

eem-for-pl-se icon eem-for-pl-se

This project is the code for our manuscript "Learning to Inference with Early Exit in the Progressive Speech Enhancement", which is submitted to EUSIPCO2021.

ensemble-methods-for-image-classification icon ensemble-methods-for-image-classification

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

fullsubnet icon fullsubnet

PyTorch implementation of "A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement."

gagnet icon gagnet

This repo provides the network code and the processed samples of the manuscript "Glance and Gaze: A Collaborative Learning Framework for Single-channel Speech Enhancement", which was accepted by Elsevier Applied Acoustics.

gftnn icon gftnn

Gated Convolutional F-T-LSTM Neural Network

masp icon masp

Microphone Array Speech Processing

mp-senet icon mp-senet

MP-SENet: A Speech Enhancement Model with Parallel Denoising of Magnitude and Phase Spectra

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