← Search

Shihab A. Shamma

2 accepted papers

2022

Harmonicity Plays a Critical Role in DNN Based Versus in Biologically-Inspired Monaural Speech Segregation Systems

ICASSP 2022accepted

Recent advancements in deep learning have led to drastic improvements in speech segregation models. Despite their success and growing applicability, few efforts have been made to analyze the underlying principles that these networks learn to perform segregation. Here we analyze the role of harmonici…

Cited by 0SourceScholar
2022

The Mirrornet : Learning Audio Synthesizer Controls Inspired by Sensorimotor Interaction

ICASSP 2022accepted

Experiments to understand the sensorimotor neural interactions in the human cortical speech system support the existence of a bidirectional flow of interactions between the auditory and motor regions. Their key function is to enable the brain to ‘learn’ how to control the vocal tract for speech prod…

Cited by 0SourceScholar