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Yashish M. Siriwardena

2 accepted papers

2023

The Secret Source : Incorporating Source Features to Improve Acoustic-To-Articulatory Speech Inversion

ICASSP 2023accepted

In this work, we incorporated acoustically derived source features, aperiodicity, periodicity and pitch as additional targets to an acoustic-to-articulatory speech inversion (SI) system. We also propose a Temporal Convolution based SI system, which uses auditory spectrograms as the input speech repr…

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