Improving snore detection under limited dataset through harmonic/percussive source separation and convolutional neural networks

FD González-Martínez, JJ Carabias-Orti… - Applied acoustics, 2024 - Elsevier
Snoring, an acoustic biomarker commonly observed in individuals with Obstructive Sleep
Apnoea Syndrome (OSAS), holds significant potential for diagnosing and monitoring this …

Decoding Sleep: Microphone-Based Snoring Analysis using Embedded Machine Learning for Obstructive Sleep Apnea Detection

D Jacob, P Kokil, S Subramanian… - … Conference on Bio …, 2024 - ieeexplore.ieee.org
Snoring, a recurring habit often disregarded within the Indian community, can signal a grave
underlying issue of Obstructive Sleep Apnea (OSA). OSA is a severe sleep disorder …

An enhanced system for the detection and active cancellation of snoring signals

V Bruschi, M Cantarini, L Serafini… - 2023 IEEE 33rd …, 2023 - ieeexplore.ieee.org
Snoring is a common disorder that affects people's social and marital lives. The annoyance
caused by snoring can be partially solved with active noise control systems. In this context …

Sleep Well Monitor: Enhancing Health Through Snore Detection and Vital Signs Monitoring

M Sasikala, K SK - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
During sleep, airflow partially blocked in the throat can cause tissues to vibrate, leading to
snoring sound most people experience at some point but one that can indicate underlying …

[HTML][HTML] A TinyML Approach to Real-Time Snoring Detection in Resource-Constrained Wearables Devices

T Malche, S Tharewal, P Maheshwary - Engineering Proceedings, 2024 - mdpi.com
This study proposes a health monitoring system for snoring detection utilizing Tiny Machine
Learning (TinyML) models, specifically designed for resource-constrained wearable Internet …

Use of IoT-Based Solution and Audio Data Analysis for Snoring Detection

L Murchan, M Garcia-Constantino - International Conference on …, 2024 - Springer
Snoring is a common sleep phenomenon whereby loose tissue in the human air passages
vibrates as the sleeper inhales. In most circumstances, snoring is quite normal; but snoring …

Joint Detection and Active Cancellation of Snoring Signals in Real-Time

L Serafini, V Bruschi, S Nobili, E Principi… - … Symposium on the …, 2023 - ieeexplore.ieee.org
Snoring noise can be extremely annoying and troublesome, thus influencing people's social
lives. Active noise control (ANC) systems can be implemented to reduce unwanted snoring …