SoundCLR: Contrastive learning of representations for improved environmental sound classification

A Nasiri, J Hu - arXiv preprint arXiv:2103.01929, 2021 - arxiv.org
Environmental Sound Classification (ESC) is a challenging field of research in non-speech
audio processing. Most of current research in ESC focuses on designing deep models with …

Novel sound event and sound activity detection framework based on intrinsic mode functions and deep learning

V Hajihashemi, A Alavigharahbagh… - Multimedia Tools and …, 2024 - Springer
The detection of sound events has become increasingly important due to the development of
signal processing methods, social media, and the need for automatic labeling methods in …

Deep learning based sound event detection and classification

A Nasiri - 2021 - search.proquest.com
Hearing sense has an important role in our daily lives. During the recent years, there has
been many studies to transfer this capability to the computers. In this dissertation, we design …

[PDF][PDF] UNIVERSITÉ DE MONS UNIVERSITÉ DE SHERBROOKE

IID LES RÉSEAUX, NP POUR - 2021 - savoirs.usherbrooke.ca
The automatic understanding of the surrounding world has a wide range of applications,
including surveillance, human-computer interaction, robotics, health care, etc. The …