8 citations · 9 across the 3 of their papers we have counts for
4 papers
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…
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…
Finding High-Value Training Data Subset through Differentiable Convex Programming
Soumi Das, Arshdeep Singh, Saptarshi Chatterjee +2
Finding valuable training data points for deep neural networks has been a core research challenge with many applications. In recent years, various techniques for calculating the "v…
Embedded CNN based vehicle classification and counting in non-laned road traffic
Mayank Singh Chauhan, Arshdeep Singh, Mansi Khemka +2
Classifying and counting vehicles in road traffic has numerous applications in the transportation engineering domain. However, the wide variety of vehicles (two-wheelers, three-whe…