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Continual Learning For On-Device Environmental Sound Classification

Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022

15 July 2022

Papers citing "Continual Learning For On-Device Environmental Sound Classification"

7 / 7 papers shown

AFT: An Exemplar-Free Class Incremental Learning Method for Environmental Sound Classification

129

19 Sep 2025

Listen, Analyze, and Adapt to Learn New Attacks: An Exemplar-Free Class Incremental Learning Method for Audio Deepfake Source Tracing

Yang Xiao

Rohan Kumar Das

AAML CLL

272

20 May 2025

Advancing Continual Learning for Robust Deepfake Audio Classification

174

14 Jul 2024

UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection

Yang Xiao

Rohan Kumar Das

451

04 Jul 2024

Advancing Airport Tower Command Recognition: Integrating Squeeze-and-Excitation and Broadcasted Residual Learning

204

26 Jun 2024

Separate Anything You DescribeIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2023

Yuxuan Wang

314

09 Aug 2023

Simple Pooling Front-ends For Efficient Audio ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

308

03 Oct 2022