A robust speech recognition system using FRM running spectrum filtering

被引:0
作者
Hayasaka, N [1 ]
Wada, N [1 ]
Yoshizawa, S [1 ]
Miyanaga, Y [1 ]
机构
[1] Hokkaido Univ, Grad Sch Engn, Sapporo, Hokkaido 0608628, Japan
来源
ISCCSP : 2004 FIRST INTERNATIONAL SYMPOSIUM ON CONTROL, COMMUNICATIONS AND SIGNAL PROCESSING | 2004年
关键词
FRM; robust; running spectra;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This report introduces a new approach of FRM technique for a robust speech recognition system. We have already developed intelligent filtering techniques for robust speech recognition. In this method, a conventional FIR band-pass filter is applied on speech running power spectrum. In order to improve recognition accuracy, the designed FIR filter becomes considerably high order. Using a FRM filter, we can develop new robust speech recognition whose recognition ability is high enough and whose filtering order can be reduced low. Using this new FRM filter, some speech recognition experiments are shown in this report.
引用
收藏
页码:401 / 404
页数:4
相关论文
共 8 条
[1]   EFFECTIVENESS OF LINEAR PREDICTION CHARACTERISTICS OF SPEECH WAVE FOR AUTOMATIC SPEAKER IDENTIFICATION AND VERIFICATION [J].
ATAL, BS .
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA, 1974, 55 (06) :1304-1312
[2]   SUPPRESSION OF ACOUSTIC NOISE IN SPEECH USING SPECTRAL SUBTRACTION [J].
BOLL, SF .
IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1979, 27 (02) :113-120
[3]  
HERMANSKY H, 1994, IEEE T SPEECH AUDIO, V2, P78
[4]  
KANEDERA N, 2001, IEICE T INF SYST, V84, P1261
[5]  
LIM YC, 1986, IEEE T CIRCUITS SYST
[6]  
SAKATA M, 2003, P INT S INT SIGN PRO
[7]   Design of sharp linear-phase FIR bandstop filters using the frequency-response-masking technique [J].
Yang, R ;
Lim, YC ;
Parker, SR .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 1998, 17 (01) :1-27
[8]  
YOSHIZAWA S, 2003, CAS200342 IEICE, P127