A Study of Features and Deep Neural Network Architectures and Hyper-Parameters for Domestic Audio Classification

Recent methodologies for audio classification frequently involve cepstral and spectral features, applied to single channel recordings of acoustic scenes and events. Further, the concept of transfer learning has been widely used over the years, and has proven to provide an efficient alternative to tr...

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Bibliographic Details
Main Authors: Abigail Copiaco, Christian Ritz, Nidhal Abdulaziz, Stefano Fasciani
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/11/11/4880