IEEE

Snore Sound Features Based on Percussive Enhancing and Positional Encoding Combined with Multi-Task Learning for Osahs Detection

Abstract: Obstructive sleep apnea hypopnea syndrome (OSAHS) is a serious sleep disorder. As the typical symptom of OSAHS, snoring has been proved effective in OSAHS diagnosis and potential to replace ...
IEEE

Categorizing Simple Versus OSAHS Snoring Sound Using Quantifiable Acoustic Features and Machine Learning Classifiers

Abstract: This work tackles audio signal analysis problems related to snoring sounds of simple and obstructive sleep apnea/hypopnea syndrome (OSAHS) snorers by optimizing acoustic feature extraction ...