2 citations · 3 across the 4 of their papers we have counts for
4 papers
Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition
Arya Aftab, Alireza Morsali, Shahrokh Ghaemmaghami +1
Detecting emotions directly from a speech signal plays an important role in effective human-computer interactions. Existing speech emotion recognition models require massive comput…
Ensemble Neural Representation Networks
Milad Soltany Kadarvish, Hesam Mojtahedi, Hossein Entezari Zarch +4
Implicit Neural Representation (INR) has recently attracted considerable attention for storing various types of signals in continuous forms. The existing INR networks require lengt…
Multi-Head ReLU Implicit Neural Representation Networks
Arya Aftab, Alireza Morsali
In this paper, a novel multi-head multi-layer perceptron (MLP) structure is presented for implicit neural representation (INR). Since conventional rectified linear unit (ReLU) netw…
Deep Learning Framework for Hybrid Analog-Digital Signal Processing in mmWave Massive-MIMO Systems
Alireza Morsali, Afshin Haghighat, Benoit Champagne
Hybrid analog-digital signal processing (HSP) is an enabling technology to harvest the potential of millimeter-wave (mmWave) massive-MIMO communications. In this paper, we present…