| Presentation | 2016-03-28 [Poster Presentation] Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction Bandhit Suksiri, Masahiro Fukumoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | This paper presents a new voice recognition method named as Signal Clustering Neural Network by simple ANN model with a single channel microphone and Wavelet Transform feature extractions, which is achieved to increase the high recognition rates up to 95% instead of Short-time Fourier Transform feature extractions at noises up to 70 dB as in the normal conversation background noises. The performance evaluation has been demonstrated in terms of correct recognition rate, maximum noise power of interfering sounds, Receiver Operating Characteristic and Detection Error Tradeoff curves. The proposed method offers a potential alternative to intelligence voice recognition system in computational linguistics and speech controlled robot application. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Signal Clustering Neural Network / Wavelet Transform / voice recognition / feature extractions |
| Paper # | EA2015-94,SIP2015-143,SP2015-122 |
| Date of Issue | 2016-03-21 (EA, SIP, SP) |
| Conference Information | |
| Committee | EA / SP / SIP |
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| Conference Date | 2016/3/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Beppu International Convention Center B-ConPlaza |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Engineering/Electro Acoustics, Speech, Signal Processing, and Related Topics |
| Chair | Yoichi Haneda(Univ. of Electro-Comm.) / Kazunori Mano(Shibaura Inst. of Tech.) / Osamu Houshuyama(NEC) |
| Vice Chair | Yukio Iwaya(Tohoku Gakuin Univ.) / Mitsunori Mizumachi(Kyushu Inst. of Tech.) / Norihide Kitaoka(Tokushima Univ.) / Makoto Nakashizuka(Chiba Inst. of Tech.) / Masahiro Okuda(Univ. of Kitakyushu) |
| Secretary | Yukio Iwaya(NTT) / Mitsunori Mizumachi(KDDI R&D Labs.) / Norihide Kitaoka(Tokyo City Univ.) / Makoto Nakashizuka(Kobe Univ.) / Masahiro Okuda(NEC) |
| Assistant | Shoichi Koyama(Univ. of Tokyo) / Takashi Nose(Tohoku Univ.) / Taichi Asami(NTT) / Takamichi Miyata(Chiba Inst. of Tech.) |
| Paper Information | |
| Registration To | Technical Committee on Engineering Acoustics / Technical Committee on Speech / Technical Committee on Signal Processing |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | [Poster Presentation] Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction |
| Sub Title (in English) | |
| Keyword(1) | Signal Clustering Neural Network |
| Keyword(2) | Wavelet Transform |
| Keyword(3) | voice recognition |
| Keyword(4) | feature extractions |
| 1st Author's Name | Bandhit Suksiri |
| 1st Author's Affiliation | Kochi University of Technology(KUT) |
| 2nd Author's Name | Masahiro Fukumoto |
| 2nd Author's Affiliation | Kochi University of Technology(KUT) |
| Date | 2016-03-28 |
| Paper # | EA2015-94,SIP2015-143,SP2015-122 |
| Volume (vol) | vol.115 |
| Number (no) | EA-521,SIP-522,SP-523 |
| Page | pp.pp.165-170(EA), pp.165-170(SIP), pp.165-170(SP), |
| #Pages | 6 |
| Date of Issue | 2016-03-21 (EA, SIP, SP) |