Deep semantic learning for acoustic scene classification

Abstract Acoustic scene classification (ASC) is the process of identifying the acoustic environment or scene from which an audio signal is recorded. In this work, we propose an encoder-decoder-based approach to ASC, which is borrowed from the SegNet in image semantic segmentation tasks. We also prop...

Full description

Bibliographic Details
Main Authors: Yun-Fei Shao, Xin-Xin Ma, Yong Ma, Wei-Qiang Zhang
Format: Article
Language:English
Published: SpringerOpen 2024-01-01
Series:EURASIP Journal on Audio, Speech, and Music Processing
Subjects:
Online Access:https://doi.org/10.1186/s13636-023-00323-5