DocumentCode :
3360206
Title :
Application of lifting scheme in pitch extraction for speech processing of cochlear implants based on characteristics of Chinese language
Author :
Tian, Guan ; Shu, Feng ; Shengyang, Huang ; Datian, Ye
Author_Institution :
Dept. of Biomedical Eng., Tsinghua Univ., Beijing, China
Volume :
3
fYear :
2004
fDate :
31 Aug.-4 Sept. 2004
Firstpage :
2222
Abstract :
Pitch extraction and estimation are very important issues in speech processing. Although frequency-domain analysis can get a good precision, its complex computing and mass memory occupation make it hardly suitable for cochlear implants based on characteristics of Chinese language. In this article, lifting scheme is adopted, combined with pitch extraction algorithm, to extract fundamental frequency of simulated signal and real speech signal. Veracious result is obtained and advantages in memory occupation as well as computing speed are found, which shows the great potential of lifting scheme in the application of pitch extraction in speech processing strategy for cochlear implants based on characteristics of Chinese language.
Keywords :
computational complexity; data compression; frequency-domain analysis; natural languages; prosthetics; speech coding; speech enhancement; speech intelligibility; wavelet transforms; Chinese language; cochlear implant; complex computing; frequency-domain analysis; mass memory occupation; pitch estimation; pitch extraction algorithm; speech processing; Autocorrelation; Cepstrum; Cochlear implants; Deafness; Frequency; Natural languages; Prosthetics; Signal processing; Speech processing; Time domain analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2004. Proceedings. ICSP '04. 2004 7th International Conference on
Print_ISBN :
0-7803-8406-7
Type :
conf
DOI :
10.1109/ICOSP.2004.1442220
Filename :
1442220
Link To Document :
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