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The role of the first five formants in three vowels of mandarin for forensic voice analysis

Cao, Honglin; Dellwo, Volker (2019). The role of the first five formants in three vowels of mandarin for forensic voice analysis. In: 19th International Congress of Phonetic Sciences (ICPhS), Melbourne, Australia, 5 August 2019 - 9 August 2019. International Phonetic Association, 617-621.

Abstract

Formant characteristics are most commonly part of forensic speaker comparison (FSC). However, only formants F1 to F3 typically occur in evidence material because it is mostly recorded via telephone. Given recent technological advances in telephony (e.g. WeChat or WhatsApp) higher formants (F4-F5) are becoming increasingly part of evidence material. The present study investigated the speaker- distinguishing properties of F1 to F5 of three sustained vowels /i/, /y/ and /ɤ/ in Mandarin produced by 20 young male speakers. Based on discriminant analysis, for each single formant, the best predictors were F5 for /i/ and F4 for /y/ and /ɤ/. Classification performance varied between vowels. Inclusion of two and three formants yielded higher classification rates of 30−80%. The best value was provided by the combination of F2, F4 and F5 of /ɤ/. The value and limitations of F4 and F5 for FSC are discussed.

Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:06 Faculty of Arts > Institute of Computational Linguistics
06 Faculty of Arts > Zurich Center for Linguistics
08 Research Priority Programs > Language and Space
Dewey Decimal Classification:400 Language
410 Linguistics
Language:English
Event End Date:9 August 2019
Deposited On:05 Dec 2019 09:51
Last Modified:02 Apr 2024 09:22
Publisher:International Phonetic Association
Series Name:Proceedings of the International Congress of Phonetic Sciences
ISSN:0301-3162
ISBN:978-0-646-80069-1
OA Status:Green
Free access at:Official URL. An embargo period may apply.
Official URL:https://assta.org/proceedings/ICPhS2019/papers/ICPhS_666.pdf
Related URLs:https://www.icphs2019.org (Organisation)
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