Browsing Medicine Research by Subject "1D CNN"
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Phonocardiogram classification based on 1D CNN with pitch-shifting and signal uniformity techniques
( European Signal Processing Conference, EUSIPCO , 2024 , Conference)This study combines 1D CNN with advanced signal processing to enhance heart sound classification, presenting three key contributions. Initially, we used a pitch-shifting technique to expand the dataset by altering ...