講演名 | 2016-03-28 [Poster Presentation] Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction Bandhit Suksiri(高知工科大), 福本 昌弘(高知工科大), |
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抄録(和) | 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. |
抄録(英) | 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. |
キーワード(和) | Signal Clustering Neural Network / Wavelet Transform / voice recognition / feature extractions |
キーワード(英) | Signal Clustering Neural Network / Wavelet Transform / voice recognition / feature extractions |
資料番号 | EA2015-94,SIP2015-143,SP2015-122 |
発行日 | 2016-03-21 (EA, SIP, SP) |
研究会情報 | |
研究会 | EA / SP / SIP |
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開催期間 | 2016/3/28(から2日開催) |
開催地(和) | 別府国際コンベンションセンター B-ConPlaza |
開催地(英) | Beppu International Convention Center B-ConPlaza |
テーマ(和) | 応用/電気音響,音声,信号処理,一般 |
テーマ(英) | Engineering/Electro Acoustics, Speech, Signal Processing, and Related Topics |
委員長氏名(和) | 羽田 陽一(電通大) / 間野 一則(芝浦工大) / 宝珠山 治(NEC) |
委員長氏名(英) | Yoichi Haneda(Univ. of Electro-Comm.) / Kazunori Mano(Shibaura Inst. of Tech.) / Osamu Houshuyama(NEC) |
副委員長氏名(和) | 岩谷 幸雄(東北学院大) / 水町 光徳(九工大) / 北岡 教英(徳島大) / 中静 真(千葉工大) / 奥田 正浩(北九州市大) |
副委員長氏名(英) | 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) |
幹事氏名(和) | 島内 末廣(NTT) / 堀内 俊治(KDDI研) / 岩野 公司(東京都市大) / 滝口 哲也(神戸大) / 辻川 剛範(NEC) / 平林 晃(立命館大) |
幹事氏名(英) | Suehiro Shimauchi(NTT) / Toshiharu Horiuchi(KDDI R&D Labs.) / Koji Iwano(Tokyo City Univ.) / Tetsuya Takiguchi(Kobe Univ.) / Masanori Tsujikawa(NEC) / Akira Hirabayashi(Ritsumeikan Univ.) |
幹事補佐氏名(和) | 小山 翔一(東大) / 能勢 隆(東北大) / 浅見 太一(NTT) / 宮田 高道(千葉工大) |
幹事補佐氏名(英) | Shoichi Koyama(Univ. of Tokyo) / Takashi Nose(Tohoku Univ.) / Taichi Asami(NTT) / Takamichi Miyata(Chiba Inst. of Tech.) |
講演論文情報詳細 | |
申込み研究会 | Technical Committee on Engineering Acoustics / Technical Committee on Speech / Technical Committee on Signal Processing |
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本文の言語 | ENG |
タイトル(和) | |
サブタイトル(和) | |
タイトル(英) | [Poster Presentation] Voice Recognition using Signal Clustering Neural Network with Wavelet Transform Feature Extraction |
サブタイトル(和) | |
キーワード(1)(和/英) | Signal Clustering Neural Network / Signal Clustering Neural Network |
キーワード(2)(和/英) | Wavelet Transform / Wavelet Transform |
キーワード(3)(和/英) | voice recognition / voice recognition |
キーワード(4)(和/英) | feature extractions / feature extractions |
第 1 著者 氏名(和/英) | Bandhit Suksiri / Bandhit Suksiri |
第 1 著者 所属(和/英) | 高知工科大学(略称:高知工科大) Kochi University of Technology(略称:KUT) |
第 2 著者 氏名(和/英) | 福本 昌弘 / Masahiro Fukumoto |
第 2 著者 所属(和/英) | 高知工科大学(略称:高知工科大) Kochi University of Technology(略称:KUT) |
発表年月日 | 2016-03-28 |
資料番号 | EA2015-94,SIP2015-143,SP2015-122 |
巻番号(vol) | vol.115 |
号番号(no) | EA-521,SIP-522,SP-523 |
ページ範囲 | pp.165-170(EA), pp.165-170(SIP), pp.165-170(SP), |
ページ数 | 6 |
発行日 | 2016-03-21 (EA, SIP, SP) |