Title :
Application of lifting scheme in pitch extraction for cochlear implant
Author :
Tian, Guan ; Datian, Ye
Author_Institution :
Dept. of Biomedical Eng., Tsinghua Univ., Beijing
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 :
bioacoustics; ear; medical signal processing; prosthetics; speech processing; Chinese language; cochlear implant; computing speed; lifting scheme; memory occupation; pitch extraction; speech processing; Autocorrelation; Biomedical engineering; Cepstral analysis; Cochlear implants; Frequency; Natural languages; Signal analysis; Signal processing; Speech processing; Time domain analysis; Cochlear Implant; Fundamental Frequency; Lifting Scheme;
Conference_Titel :
Computer Architectures for Machine Perception, 2003 IEEE International Workshop on
Conference_Location :
Hong Kong
Print_ISBN :
0-7803-8612-4
DOI :
10.1109/ISSMD.2004.1689556