A survey of audio enhancement algorithms for music, speech, bioacoustics, biomedical, industrial and environmental sounds by image U-Net

S Gul, MS Khan - IEEE Access, 2023 - ieeexplore.ieee.org
The recent surge in the use of Deep Neural Networks (DNNs) has also made its mark in the
field of Audio Enhancement (AE), providing much better quality than the classical methods …

Exploring GANs With Conv-TasNet: Adversarial Training for Speech Separation

A Lakandri - 2024 - rave.ohiolink.edu
Abstract Generative Adversarial Networks (GANs) were initially developed for computer
vision tasks and have shown impressive capabilities in enhancing the performance of …

[PDF][PDF] Dilated Multi-Activation Autoencoder to Improve the Performance of Sound Separation Mechanisms

G Dahy, MAA Refaey, R Alkhoribi… - International Journal of …, 2022 - researchgate.net
Speech enhancement is the process of improving the quality of audio relative to target
speaker while suppressing other sounds. It can be used in many applications as speech …