Search Results for author: James A King

Found 2 papers, 0 papers with code

Compressing audio CNNs with graph centrality based filter pruning

no code implementations5 May 2023 James A King, Arshdeep Singh, Mark D. Plumbley

For large-scale CNNs such as PANNs designed for audio tagging, our method reduces 24\% computations per inference with 41\% fewer parameters at a slight improvement in performance.

Acoustic Scene Classification Audio Classification +2

Low-complexity CNNs for Acoustic Scene Classification

no code implementations2 Aug 2022 Arshdeep Singh, James A King, Xubo Liu, Wenwu Wang, Mark D. Plumbley

This technical report describes the SurreyAudioTeam22s submission for DCASE 2022 ASC Task 1, Low-Complexity Acoustic Scene Classification (ASC).

Acoustic Scene Classification Classification +1

Cannot find the paper you are looking for? You can Submit a new open access paper.