INTERSPEECH 2004 - ICSLP
8th International Conference on Spoken Language Processing

Jeju Island, Korea
October 4-8, 2004

ACCDIST: A Metric for Comparing Speakers' Accents

Mark Huckvale

Department of Phonetics and Linguistics, University College London, UK

This paper introduces a new metric for the quantitative assessment of the similarity of speakers' accents. The ACCDIST metric is based on the correlation of inter-segment distance tables across speakers or groups. Basing the metric on segment similarity within a speaker ensures that it is sensitive to the speaker's pronunciation system rather than to his or her voice characteristics. The metric is shown to have an error rate of only 11% on the accent classification of speakers into 14 English regional accents of the British Isles, half the error rate of a metric based on spectral information directly. The metric may also be useful for cluster analysis of accent groups.

Full Paper

Bibliographic reference.  Huckvale, Mark (2004): "ACCDIST: a metric for comparing speakers' accents", In INTERSPEECH-2004, 29-32.