Title

Sensorimotor Adaptation of Speech Using Real-time Articulatory Resynthesis

Document Type

Conference Proceeding

Language

eng

Format of Original

5 p.

Publication Date

5-4-2014

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Source Publication

2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Original Item ID

doi: 10.1109/ICASSP.2014.6854190

Abstract

Sensorimotor adaptation is an important focus in the study of motor learning for non-disordered speech, but has yet to be studied substantially for speech rehabilitation. Speech adaptation is typically elicited experimentally using LPC resynthesis to modify the sounds that a speaker hears himself producing. This method requires that the participant be able to produce a robust speech-acoustic signal and is therefore not well-suited for talkers with dysarthria. We have developed a novel technique using electromagnetic articulography (EMA) to drive an articulatory synthesizer. The acoustic output of the articulatory synthesizer can be perturbed experimentally to study auditory feedback effects on sensorimotor learning. This work aims to compare sensorimotor adaptation effects using our articulatory resynthesis method with effects from an established, acoustic-only method. Results suggest that the articulatory resynthesis method can elicit speech adaptation, but that the articulatory effects of the two methods differ.

Comments

Published as part of the proceedings of the conference, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2014: 3196-3200. DOI.