Deep learning approach to classification of acoustic signals using information features

DOI10.1134/s1064562423701065MaRDI QIDQ6204257

L. M. Berlin, A. A. Galyaev, P. V. Lysenko, I. A. Nasonov

Publication date: 27 March 2024

Published in: Doklady Mathematics (Search for Journal in Brave)

zbMATH Keywords

spectrogramstatistical complexitydeep learningclassification of time series

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Artificial neural networks and deep learning (68T07) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Complexity and performance of numerical algorithms (65Y20)

Cites Work

• Statistical complexity as a criterion for the useful signal detection problem
• Unnamed Item

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