Title :
A perception-based processing strategy for cochlear implants and speech coding
Author :
Nie, Kaibao ; Zeng, Fan-Gang
Author_Institution :
Dept. of Biomedical Eng., California Univ., Irvine, CA, USA
Abstract :
We propose a perception-based signal processing strategy to encode slowly-varying amplitude and frequency modulations within a frequency analysis band. We have simulated a four-band version of this processor and showed that vowel recognition is improved by adding frequency modulation, particularly in noise. This strategy can be used to efficiently encode fine structure in cochlear implants and to improve speech recognition in noise. Because the center frequency is removed in the analysis, this technique also has the potential to provide high-quality, low-bit speech coding and synthesis.
Keywords :
ear; frequency modulation; medical signal processing; prosthetics; speech coding; speech recognition; speech synthesis; cochlear implants; high-quality low-bit speech coding; high-quality low-bit speech synthesis; perception-based processing; slowly-varying amplitude modulation; slowly-varying frequency modulation; speech coding; speech recognition; vowel recognition; Acoustic noise; Cochlear implants; Frequency modulation; Frequency synthesizers; Signal synthesis; Speech coding; Speech enhancement; Speech processing; Speech recognition; Speech synthesis; Amplitude modulation; cochlear implant; frequency modulation; speech coding;
Conference_Titel :
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-8439-3
DOI :
10.1109/IEMBS.2004.1404173