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

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 and training various machine learning models. Relevant acoustic features, including Mel-frequency cepstral coef...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Suphachok Buaruk, Somrudee Deepaisarn
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2025-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Acoustic feature extraction apnea/hypopnea index (AHI) machine learning audio and signal processing snoring
Онлайн хандалт:	https://ieeexplore.ieee.org/document/11251235/
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!