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eess.AS2022
1-D CNN based Acoustic Scene Classification via Reducing Layer-wise Dimensionality
Arshdeep Singh
This paper presents an alternate representation framework to commonly used time-frequency representation for acoustic scene classification (ASC). A raw audio signal is represented…
eess.AS2022★ 1 cited
A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification
Arshdeep Singh, Mark D. Plumbley
We present a method to develop low-complexity convolutional neural networks (CNNs) for acoustic scene classification (ASC). The large size and high computational complexity of typi…