DocumentCode
637308
Title
Analysis of detection of vowel offset point for coded speech
Author
Yadav, J. ; Rao, K. Sreenivasa
Author_Institution
Sch. of Inf. Technol., Indian Inst. of Technol. Kharagpur, Kharagpur, India
fYear
2013
fDate
8-10 Aug. 2013
Firstpage
485
Lastpage
490
Abstract
Vowel onset and vowel offset points are the instants at which the onset and offset of vowel take place in the speech signal. Vowel regions start with the vowel onset point and end with the vowel offset point. This paper discusses the effect of speech coding on detection of vowel offset point. Speech coding is the one of the major degradation in mobile environment. In this work, effect of speech coding is studied by using two recently developed methods, COMB-ESM and SE-GC for vowel offset point detection. COMB-ESM method uses the combination of evidences from excitation source, spectral peaks energy and modulation spectrum. SE-GC method uses spectral energy within glottal closure region for detecting the vowel offset points. Speech coders used in this study are GSM full rate (ETSI 06.10), CELP (FS-1016), and MELP (TI 2.4 kbps). Performance of vowel offset point detection methods is evaluated using TIMIT database and consonant-vowel (CV) units collected from the broadcast news corpus. Experimental results show that performance of the SE-GC method is better compared to COMB-ESM method under speech coding.
Keywords
audio databases; cellular radio; spectral analysers; speech coding; CELP; COMB-ESM method; ETSI 06.10; FS-1016; GSM full rate; MELP; SE-GC method; TIMIT database; broadcast news corpus; consonant-vowel units; excitation source; glottal closure region; mobile environment; modulation spectrum; spectral peak energy; speech coders; speech coding; speech signal; vowel offset point detection analysis; vowel onset point; vowel regions; Databases; Degradation; GSM; Modulation; Speech; Speech coding; Speech recognition; CELP; COMB-ESM; GSM; MELP; SE-GC; Vowel offset point; excitation source; glottal closure region; modulation spectrum; spectral energy; spectral peaks;
fLanguage
English
Publisher
ieee
Conference_Titel
Contemporary Computing (IC3), 2013 Sixth International Conference on
Conference_Location
Noida
Print_ISBN
978-1-4799-0190-6
Type
conf
DOI
10.1109/IC3.2013.6612244
Filename
6612244
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