2022 INTERSPEECH INTERSPEECH 2022

Vocal-Tract Area Functions with Articulatory Reality for Tract Opening

Abstract

Vocal-tract area function is a one-dimensional representation of the vocal tract, in which speech signals are interpreted according to their place vs. area patterns. Recent work on deriving vocal-tract area functions from volumetric vocal-tract data is successful for the main tract part, whereas the region near the tract ends lacks accuracy due to the use of a planar grid system on the wedge-shaped tract opening. This study employs a special treatment on the anterior tract part using curved grid planes with a gradual evolution of convexity, which is applied to cross-sectioning the anterior tract regions including the post-incisor cavity, inter-dental channel, and lip tube. With the method, volumetric MRI data for vowels /a/ and /i/ were processed to describe the articulatory configuration in those regions. The results revealed that the anterior tract regions are observed as identifiable tract segments with a natural-shaped final opening. Thus, our proposed area function scheme promises nearly complete descriptions of articulatory configuration together with a smooth interface for sound radiation with minor modifications.

🌉 Interdisciplinary Bridge — Artificial Intelligence and Machine Learning and Mathematics & Optimization and Speech & Audio
🧭 Keyword Pioneer — volumetric mri
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Machine Learning, Mathematics & Optimization, Natural Language Processing, Security & Privacy, Speech & Audio