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  1. Home
  2. 1. Schools / Colleges
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  4. EN: Journal Articles
  5. F0 Adjustment for Noisy Thai Tone Recognition
 
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F0 Adjustment for Noisy Thai Tone Recognition

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Author(s)
Jittiwarangkul, Nutthacha 
Anusurain, Ekkapol 
Miyanaga, Yoshikazu 
Other Contributor(s)
University of the Thai Chamber of Commerce. School of Engineering
Publisher(s)
University of the Thai Chamber of Commerce
Date Issued
2005
ISSN
1906-1625
Resource Type
Text::Journal::Journal article
Language
eng
Abstract
This paper presents Thai tone recognition. Fundamental frequency feature (F0) or differential F0 (ΔF0) is appended with Mel-Frequecy Cepstral Coefficient by employed Hidden Markov Model (HMM). The system used RSF/DRA (Running Spectrum Filtering/Dynamic Range Adjustment) [4] to eliminate noise andnormalize dynamic range speech feature. Average Magnitude Different Function (AMDF) is applied to extract maximum amplitude then F0 is calculated andadjusted by seam 3E method. The Thai tone recognition system is evaluated atoffice environment speech, white noise 10 dB SNR and 20 dB SNR. The experiments are conducted by means of isolated words: /pa:/ and /pu:/, which have 5 tones, mid/M/, low/L/, fall/F/, high/H/, and rise/R/. They arespoken by 12 speakers: 6 males and 6 females. The Thai tone recognition accuracy rates of F0 tone feature are 80%, 75% and 65% for office environmentspeech, 20 dB SNR and 10 dB SNR respectively, meanwhile F0 tone feature are 85%, 75% and 65% respectively.
Subject(s)
Computer and Multimedia Engineering
Journal
UTCC Engineering Research Papers
Access Rights
Open access
Rights
This work is protected by copyright. Reproduction or distribution of the work in any format is prohibited without written permission of the copyright owner.
Rights Holder
University of the Thai Chamber of Commerce
Bibliographic Citation
Nutthacha Jittiwarangkul, Ekkapol Anusurain, Yoshikazu Miyanaga (2005) F0 Adjustment for Noisy Thai Tone Recognition. UTCC Engineering Research Papers.
URI
https://hdl.handle.net/20.500.14437/4007
Views
7
Acquisition Date
Sep 17, 2026
Downloads
50
Acquisition Date
Sep 17, 2026
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