UCL Discovery
UCL home » Library Services » Electronic resources » UCL Discovery

Quantifying between-speaker variation in ultrasound tongue imaging data

Nagamine, Takayuki; (2025) Quantifying between-speaker variation in ultrasound tongue imaging data. Journal of the Phonetic Society of Japan , 29 pp. 58-71.

[thumbnail of JPSJ_final_pdf.pdf] Text
JPSJ_final_pdf.pdf - Accepted Version
Access restricted to UCL open access staff until 2 October 2025.

Download (1MB)

Abstract

This article outlines a quantitative, between-group comparison of tongue shapes using ultrasound tongue imaging, one of the vocal tract imaging techniques widely used in articulatory phonetics research. This article first provides a brief overview of ultrasound tongue imaging, followed by a description of a cross-speaker normalisation method based on bite plane rotation. It then outlines ultrasound data recording and analysis workflow with a case study illustrating data analysis using Principal Component Analysis (PCA). This paper demonstrates that the bite plane rotation, coupled with statistical normalisation methods, allows for a reliable tongue-shape comparison by establishing a common coordinate system across speakers.

Type: Article
Title: Quantifying between-speaker variation in ultrasound tongue imaging data
Publisher version: https://www.jstage.jst.go.jp/article/onseikenkyu/2...
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
Keywords: articulatory phonetics, ultrasound tongue imaging, Articulate Assistant Advanced, bite-plane rotation, Principal Component Analysis (PCA)
UCL classification: UCL
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences
UCL > Provost and Vice Provost Offices > School of Life and Medical Sciences > Faculty of Brain Sciences > Div of Psychology and Lang Sciences > Speech, Hearing and Phonetic Sciences
URI: https://discovery.ucl.ac.uk/id/eprint/10206179
Downloads since deposit
0Downloads
Download activity - last month
Download activity - last 12 months
Downloads by country - last 12 months

Archive Staff Only

View Item View Item