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