Sound classification using sound spectrum features and convolutional neural networks

Sound classification using sound spectrum features and convolutional neural networks

This paper proposes an alternative approach to sound classification using sound spectrum features, differing from the use of the Mel-Frequency Cepstral Coefficients (MFCC). Aligning with the crowd sourcing data collection application NoiseCapture, the data are kept in form of the post-processed soun...

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Bibliographic Details
Main Authors: Tan, Ki In, Yean, Seanglidet, Lee, Bu-Sung
Other Authors: College of Computing and Data Science
Format: Conference Paper
Language:English
Published: 2024
Subjects:
Computer and Information Science
Sound spectrum
Sound classification
Online Access:https://hdl.handle.net/10356/177694

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