119 citations · 153 across the 5 of their papers we have counts for
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cs.LG2018
Generalized Bilinear Deep Convolutional Neural Networks for Multimodal Biometric Identification
Sobhan Soleymani, Amirsina Torfi, Jeremy Dawson +1
In this paper, we propose to employ a bank of modality-dedicated Convolutional Neural Networks (CNNs), fuse, train, and optimize them together for person classification tasks. A mo…
cs.SD2018
SpeechPy - A Library for Speech Processing and Recognition
Amirsina Torfi
SpeechPy is an open source Python package that contains speech preprocessing techniques, speech features, and important post-processing operations. It provides most frequent used s…
cs.LG2018
Attention-Based Guided Structured Sparsity of Deep Neural Networks
Amirsina Torfi, Rouzbeh A. Shirvani, Sobhan Soleymani +1
Network pruning is aimed at imposing sparsity in a neural network architecture by increasing the portion of zero-valued weights for reducing its size regarding energy-efficiency co…