On the importance of preserving the harmonics and neighboring partials prior to vocoder processing: implications for cochlear implants.
Pre-processing based noise-reduction algorithms used for cochlear implants (CIs) can sometimes introduce distortions which are carried through the vocoder stages of CI processing. While the background noise may be notably suppressed, the harmonic structure and/or spectral envelope of the signal may be distorted. The present study investigates the potential of preserving the signal's harmonic structure in voiced segments (e.g., vowels) as a means of alleviating the negative effects of pre-processing. The hypothesis tested is that preserving the harmonic structure of the signal is crucial for subsequent vocoder processing. The implications of preserving either the main harmonic components occurring at multiples of F0 or the main harmonics along with adjacent partials are investigated. This is done by first pre-processing noisy speech with a conventional noise-reduction algorithm, regenerating the harmonics, and vocoder processing the stimuli with eight channels of stimulation in steady speech-shaped noise. Results indicated that preserving the main low-frequency harmonics (spanning 1 or 3 kHz) alone was not beneficial. Preserving, however, the harmonic structure of the stimulus, i.e., the main harmonics along with the adjacent partials, was found to be critically important and provided substantial improvements (41 percentage points) in intelligibility.
Hu
Yi
Y
Department of Electrical Engineering and Computer Science, University of Wisconsin-Milwaukee, Milwaukee, Wisconsin 53201, USA. huy@uwm.edu
Loizou
Philipos C
PC
D000162:Acoustics; D000465:Algorithms; D001307:Auditory Perception; D003054:Cochlear Implants; D019992:Databases as Topic; D006801:Humans; D009622:Noise; D016011:Normal Distribution; D010699:Phonation; D011571:Psychoacoustics; D012815:Signal Processing, Computer-Assisted; D013060:Speech; D013061:Speech Acoustics