Classifying Musical Instrument Using Spatiotemporal Features ​with Deep Neural Networks

Similar to trained human ears, a machine could be trained to recognize musical instruments presence in audio tracks for the purpose of musical information retrieval. The audio signal produced by an instrument has unique temporal and spectral features, which could be extracted for machine learning pu...

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Bibliographic Details
Main Authors: Chai Xiu CHIAH, Lee Choo TAY, Weng Kin LAI
Format: Article
Language:English
Published: IFSA Publishing, S.L. 2023-12-01
Series:Sensors & Transducers
Subjects:
Online Access:https://sensorsportal.com/HTML/DIGEST/december_2023/Vol_263/P_3320.pdf