DocumentCode :
1749784
Title :
Spoken word recognition with digital cochlea using 32 DSP-boards
Author :
Namiki, Masao ; Hamamoto, Takayuki ; Hangai, Seiichiro
Author_Institution :
Dept. of Electr. Eng., Sci. Univ. of Tokyo, Japan
Volume :
2
fYear :
2001
fDate :
2001
Firstpage :
969
Abstract :
A digital cochlea, which has a cascade of 16 filter sections, is realized by 32 commercially available DSP-boards. Each section consists of a travelling waves filter, a velocity transformation filter and a second filter. The artificial cochlea is also applied to spoken word recognition by feeding 16 output signals through a multi-channel A/D converter on PC. From experimental results, it is found that 50 Japanese words uttered by three speakers are recognized with 3% error This means the cochlea extracts feature parameters for speech recognition and shows the possibility of the signal processor for cochlear implants
Keywords :
add-on boards; analogue-digital conversion; digital filters; digital signal processing chips; frequency response; hearing aids; speech recognition; DSP-boards; Japanese words; artificial cochlea; digital cochlea; multi-channel A/D converter; spoken word recognition; travelling waves filter; velocity transformation filter; Digital filters; Digital signal processing; Electrodes; Feature extraction; Filtering; Frequency; Low pass filters; Speech recognition; Transfer functions; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2001. Proceedings. (ICASSP '01). 2001 IEEE International Conference on
Conference_Location :
Salt Lake City, UT
ISSN :
1520-6149
Print_ISBN :
0-7803-7041-4
Type :
conf
DOI :
10.1109/ICASSP.2001.941078
Filename :
941078
Link To Document :
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