Title :
Wavelet Packet Filterbank for Speech Processing Strategies in Cochlear Implants
Author :
Nogueira, Waldo ; Giese, Andreas ; Edler, Bernd ; Buchner, Andreas
Author_Institution :
Lab. fur Inf. Technol., Hannover Univ.
Abstract :
Current speech processing strategies for cochlear implants use a filterbank which decomposes the audio signals into multiple frequency bands each associated with one electrode. Pitch perception with cochlear implants is related to the number of electrodes inserted in the cochlea and to the rate of stimulation of these electrodes. The filterbank should, therefore, be able to analyze the time-frequency features of the audio signals while also exploiting the time-frequency features of the implant. This study investigates the influence on speech intelligibility in cochlear implant users when filterbanks with different time-frequency resolutions are used. Three filter-banks, based on the structure of a wavelet packet transform but using different basis functions, were designed. The filter-banks were incorporated into a commercial speech processing strategy and were tested on device users in an acute study
Keywords :
audio signal processing; channel bank filters; ear; medical signal processing; prosthetics; speech intelligibility; speech processing; wavelet transforms; audio signals; cochlear implants; electrode; multiple frequency bands; pitch perception; speech intelligibility; speech processing strategies; time-frequency features; time-frequency resolutions; wavelet packet filterbank; wavelet packet transform; Channel bank filters; Cochlear implants; Electrodes; Filter bank; Signal analysis; Signal processing; Signal resolution; Speech processing; Time frequency analysis; Wavelet packets;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
Print_ISBN :
1-4244-0469-X
DOI :
10.1109/ICASSP.2006.1661227