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A multi-channel UNet framework based on SNMF-DCNN for robust heart-lung-sound separation

Weibo Wang, Dimei Qin, Shubo Wang, Fang Yu, Yongkang Zheng

2023Computers in Biology and Medicine17 citationsDOI

Topics & Concepts

Non-negative matrix factorizationRobustness (evolution)Computer scienceConvolutional neural networkSpeech recognitionSource separationPattern recognition (psychology)Artificial intelligenceMatrix decompositionPhysicsChemistryGeneEigenvalues and eigenvectorsQuantum mechanicsBiochemistryPhonocardiography and Auscultation TechniquesSpeech and Audio ProcessingBlind Source Separation Techniques
A multi-channel UNet framework based on SNMF-DCNN for robust heart-lung-sound separation | Litcius