Multi-rate modulation encoding via unsupervised learning for audio event detection

Abstract Technologies in healthcare, smart homes, security, ecology, and entertainment all deploy audio event detection (AED) in order to detect sound events in an audio recording. Effective AED techniques rely heavily on supervised or semi-supervised models to capture the wide range of dynamics spa...

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Bibliographic Details
Main Authors: Sandeep Reddy Kothinti, Mounya Elhilali
Format: Article
Language:English
Published: SpringerOpen 2024-04-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Online Access:https://doi.org/10.1186/s13636-024-00339-5