Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Chinese Journal of Scientific Instrument》 2009-09
Add to Favorite Get Latest Update

Band energy based GMM speech with noise classification algorithm

Kang Guangyu1,Guo Shize2,Sun Shenghe1(1 Department of Automatic Test and Control,Harbin Institute of Technology,Harbin 150001,China;2 No.54 Institute from Headquarters of the General Staff,Beijing 100001,China )  
Speech classification is an important research topic in speech signal processing area.Rapid and precise speech classification is meaningful for speech coding and speech synthesis.Aiming at the deficiency of currently available classification features and classification algorithms,this paper proposes a novel algorithm through using the energy distribution within each frequency band in Mel-frequency scale as the classification feature and creating Gaussian mixture model and classifying the speech signal into voiced consonant,vowel and voiceless parts with the maximum a posterior probability.Simulation shows that the proposed algorithm is able to provide accu-rate classification result even in noisy environment.
【CateGory Index】: TN912.3
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
【References】
Chinese Journal Full-text Database 1 Hits
1 WANG En-ze;HE Dong-jian;College of Mechanical and Electronic Engineering,Northwest A&F University;;Bird recognition based on MFCC and dual-GMM[J];计算机工程与设计;2014-05
【Citations】
Chinese Journal Full-text Database 3 Hits
1 QIAN Bo,LI Yan-ping,TANG Zhen-min,XU Li-min (Pattern Recognition and Intelligence System Laboratory,Nanjing University of Science and Technology,Nanjing,Jiangsu 210094,China);Self-Adaptive Vowel-Frame Detection Algorithm Based on Energy Distribution Analysis in Frequency Domain[J];电子学报;2007-02
2 QI Feng-yan,BAO Chang-chun(School of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100022,China);A Method for Voiced/Unvoiced/Silence Classification of Speech with Noise Using SVM[J];电子学报;2006-04
3 CHEN Zhenbiao XU Bo(Institute of Automation, The Chinese Academic of Sciences Beijing 100080);Optimization of speech endpoint detection base on sub-band energy feature[J];声学学报;2005-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 LUO Yaqin;WU Xiaopei;L Zhao;PENG Kui;GUI Yajun;The Key Laboratory of Intelligent Computing & Signal Processing,Anhui University;;A recursive calculating algorithm for higher-order cumulants over sliding window and its application in speech endpoint detection[J];Chinese Journal of Acoustics;2015-04
2 LUO Yaqin;WU Xiaopei;Lü Zhao;PENG Kui;GUI Yajun;The Key Laboratory of Intelligent Computing&Signal Processing,Anhui University;;A recursive calculating algorithm for higher-order cumulants over sliding window and its application in speech endpoint detection[J];声学学报;2015-05
3 WU Di;ZHAO Heming;HUANG Chengwei;XIAO Zhongzhe;ZHANG Xiaojun;XU Yishen;TAO Zhi;College of Physics,Optoelectronics and Energy,Soochow University;School of Electronic Information,Soochow University;;Speech endpoint detection in low-SNRs environment based on perception spectrogram structure boundary parameter[J];Chinese Journal of Acoustics;2014-04
4 LI Zhengyou;LI Tianwei;HUANG Qian;SUI Zhengeng;Department of navigation,Dalian Naval Academy;69029 Army;Naval Aeronautical & Astronautical University;;Voiced Chinese speech detection in noise environments[J];声学学报;2014-04
5 WU Di;ZHAO Heming;TAO Zhi;ZHANG Xiaojun;XIAO Zhongzhe;XU Yishen;College of Physics,Optoelectronics and Energy,Soochow University;School of Electronic Information,Soochow University;;Speech endpoint detection in low-SNRs environment based on perception spectrogram structure boundary parameter[J];声学学报;2014-03
6 MENG Yi-ming1,OU Zhi-jian2(Department of Electronic Engineering,Tsinghua University,Beijing 100084,China);Improved Voice Activity Detection Based on Long-term Spectral Divergence and Pitch Ratio Features[J];电讯技术;2013-08
7 LIANG Feng YANG Yong CAO Jun-qin ZHANG Fan(Xi'an Fenghuo Electronic Technologies Co.Ltd.(Factory 769),Xi'an Shaanxi 710075,China);A Novel Algorithm for Real-time Voice Activity Detection in Noisy Environment[J];计算机与网络;2012-19
8 TANG Lin,JIANG Shifen Department of Electronic and Information Technology,Jiangmen Polytechnic,Jiangmen,Guangdong 529090,China;Endpoint detection in multi types noise condition[J];计算机工程与应用;2012-29
9 RUI Rui,BAO Chang-chun(Speech and Audio Signal Processing Laboratory,School of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100124,China);The Musical Instrument Classification Algorithm Based on Nonlinear Dynamics[J];电子学报;2012-07
10 LI Hao1,2,TANG Chao-jing1(1.College of Electronic Science and Engineering,National University of Defense Technology,Changsha 410073,China;2.Troop 75753,The Chinese People's Liberation Army,Guangzhou 510600,China);Voiced Sound Endpoint Detection Based on Circular Autocorrelation Function[J];计算机工程;2011-22
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 YANG Qing-hua;SHI Yi-lan;SHI Yu-kun;CHENG Xiao-hong;Nantong Center for Disease Control and Prevention;;Determination and analysis of 17 phthalic acid esters content in drinking water of Nantong in 2013[J];中国卫生检验杂志;2015-01
2 XU Yong;YU Jian;HAN Jing;WANG Ke;LIU Chang;ZHENG Rong;Shanghai Institute of Food and Drug Control;;Determination of phthalate acid esters in cosmetic by GC-MS[J];中国卫生检验杂志;2014-22
3 SUN Xin;QI Li;QIN Tingting;WANG Minglin;College of Food Science and Engineering,Shandong Agricultural University;Key Laboratory of Analytical Chemistry for Living Biosystems,Institute of Chemistry,Chinese Academy of Sciences;;Determination of 19 phthalate esters in cucumbers using QuEChERS coupled with gas chromatographytriple quadrupole mass spectrometry[J];色谱;2014-11
4 ZHAXI Ci-dan;CHEN Mei-qun;PAN Hu;HUANG Li-ying;Institute of Agricultural Product Quality Standard and Testing Research,Tibet Academy of Agricultural and Animal Husbandry Sciences;;Determination of 16 phthalic acid esters in vegetables by GC-MS /MS[J];中国卫生检验杂志;2014-20
5 LI Feng-hua;JIANG Da-feng;LI Wei;XIN Cheng-long;Shandong Center for Disease Control and Prevention;;Simultaneous determination of 23 phthalates in edible oil by SPE- stable isotope dilution gas chromatography-mass spectrometry[J];中国卫生检验杂志;2014-18
6 ZHANG Dong;XUE Ya-lin;ZHU Lin;ZHANG Dong-sheng;XU Ran;Academy of State Administration of Grain;College of Food Science and Technology,Jiangnan University;;Research progress in toxicity of phthalic acid ester and detection[J];粮油食品科技;2014-05
7 ZHANG Hai-Jing;HU Xiao-Jian;LIN Shao-Bin;Institute for Environmental Health and Related Product Safety,Chinese Center for Disease Control and Prevention;;Determination of 15 Phthalate Esters in Drinking Water by Solid Phase Extraction-Ultra Performance Liquid Chromatography-Tandem Mass Spectrometry[J];分析化学;2014-09
8 DAI Fei-fei;QU Ning;FANG Xian-wen;Weifang Center for Disease Control and Prevention;;Determination of 17 phthalate esters in water by gas chromatography /mass spectrometry with solid phase extraction[J];中国卫生检验杂志;2014-16
9 CAO Mei;ZHU Zhong;Jiangsu Province Tobacco Company;;Simultaneous Determination of Benzene Homologues and Phthalic Ester Plastifiers in Water- Borne Adhesives Using Vortex Mixing Assistied Ultrasonic Extraction- HPLC[J];分析测试技术与仪器;2014-02
10 XIE Wen-jia;Zhengzhou university of light industry;Henan institute of product quality supervision and inspection;;The research status of phthalate esters[J];食品工程;2014-02
【Secondary References】
Chinese Journal Full-text Database 2 Hits
1 Xuan Chuanzhong;Wu Pei;Ma Yanhua;Zhang Li′na;Han Ding;Liu Yanqiu;College of Mechanical and Electrical Engineering, Inner Mongolia Agricultural University;;Vocal signal recognition of ewes based on power spectrum and formant analysis method[J];农业工程学报;2015-24
2 Chen Hailan;Sun Haixin;Qi Jie;Gao Chunxian;Yan Jiaquan;Department of Physics,School of Science of Jimei University;Communication Engineering Department,The Information Science Technology College of Xiamen University;;Research of birds call recognition method based on multi-feature fusion[J];南京大学学报(自然科学);2015-06
【Secondary Citations】
Chinese Journal Full-text Database 7 Hits
1 QI Feng-yan,BAO Chang-chun(School of Electronic Information and Control Engineering,Beijing University of Technology,Beijing 100022,China);A Method for Voiced/Unvoiced/Silence Classification of Speech with Noise Using SVM[J];电子学报;2006-04
2 WANG Shou-jue~(1,2),XU Chun-yan~2,PAN Xiao-xia~2,AN Dong~1,CHEN Xu~1,CAO Wen-ming~2 (1.Lab of Artificial Neural Networks,Institute of Semiconductors,CAS,Beijing 100083,China; 2.Research Institute of Intelligent Information System,Zhejiang University of Technology,Hangzhou 310014,China);Single Figure Syllable Modeling Based on Neural Network for Continuous Speech Recognition[J];电子学报;2005-10
3 LI Xueli DING Hui XU Doling(State Key Laboratory of Modern Acoustics, Institute of Acoustics,Nanjing University Nanjing 210093;Entropy-based initial/final segmentation for Chinese whiskered speech[J];声学学报;2005-01
4 Guo Yongzhen He Zunwen (Dept.of Electronics Engineering,B eijing Institute of Technology,Bei jing 100081);A VAD Algorithm Using Multi Voice Characteristic and Its Implementation[J];通信技术;2003-01
5 TIAN Ye, WANG Zuoying, LU Dajin(Department of Electronic Engineering, Tsinghua University, Beijing 100084, China);Robust word boundary detection through linear mapping of the sub-band energy in noisy environments[J];清华大学学报(自然科学版);2002-07
6 GAO Sheng; XU Bo; HUANG Taiyi (National Laboratory of Pattern Recognition, Institute of Automation Beijing 100080);Ttiphone models for mandarin speech recognition based on decision tree[J];声学学报;2000-06
7 HU Guang rui,WEI Xiao dong (Department of Electronic Engineering,Shanghai Jiaotong University,Shanghai 200030,China);Endpoint Detection of Noisy Speech Based on Cepstrum[J];电子学报;2000-10
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved