Presentation 2010-12-21
Voice recognition method based on Characterization of Consonant using pipelined matching circuit
Jun NONAKA, Keita OKAMOTO, Hakaru TAMUKOH, Masatoshi SEKINE,
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Abstract(in English) The human audition extracts voice characteristics from the sounds flowing into two ears. The recognition circuit of the vowel sound in Japanese has been reported by using a cochlea modeled. In this report, we propose a consonant recognition method inspired by the preprocessing circuits for human audition. In the proposed method, we also propose a pipelined consecutive matching circuits for the consonant recognition. The proposed circuit worked in success as a real-time processing circuit for the voice recognition, because it is independent from the length of consonant templates. In order to realize the proposed system, we implemented the circuit with FPGA board. As expected, the circuit achieved real-time template matching with the multiresolution analysis. In addition, the result shows that the circuit can classify the consonant almost completely.
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Keyword(in English) Consonant Recognition / Template Matching / Multiresolution / FPGA / Speech Recognition
Paper # NLC2010-22,SP2010-95
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Committee NLC
Conference Date 2010/12/13(1days)
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Registration To Natural Language Understanding and Models of Communication (NLC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Voice recognition method based on Characterization of Consonant using pipelined matching circuit
Sub Title (in English)
Keyword(1) Consonant Recognition
Keyword(2) Template Matching
Keyword(3) Multiresolution
Keyword(4) FPGA
Keyword(5) Speech Recognition
1st Author's Name Jun NONAKA
1st Author's Affiliation Faculty of Engineering, Tokyo University of Agriculture and Technology()
2nd Author's Name Keita OKAMOTO
2nd Author's Affiliation Faculty of Engineering, Tokyo University of Agriculture and Technology
3rd Author's Name Hakaru TAMUKOH
3rd Author's Affiliation Faculty of Engineering, Tokyo University of Agriculture and Technology
4th Author's Name Masatoshi SEKINE
4th Author's Affiliation Faculty of Engineering, Tokyo University of Agriculture and Technology
Date 2010-12-21
Paper # NLC2010-22,SP2010-95
Volume (vol) vol.110
Number (no) 356
Page pp.pp.-
#Pages 6
Date of Issue