Speech recognition by normal-hearing and cochlear implant listeners as a function of intensity resolution

Citation
Pc. Loizou et al., Speech recognition by normal-hearing and cochlear implant listeners as a function of intensity resolution, J ACOUST SO, 108(5), 2000, pp. 2377-2387
Citations number
30
Categorie Soggetti
Multidisciplinary,"Optics & Acoustics
Journal title
JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA
ISSN journal
00014966 → ACNP
Volume
108
Issue
5
Year of publication
2000
Part
1
Pages
2377 - 2387
Database
ISI
SICI code
0001-4966(200011)108:5<2377:SRBNAC>2.0.ZU;2-Q
Abstract
The importance of intensity resolution in terms of the number of intensity steps needed for speech recognition was assessed for normal-hearing and coc hlear implant listeners. In experiment I, the channel amplitudes extracted from a six-channel continuous interleaved sampling (CIS) processor were qua ntized into 2, 4, 8, 16, or 32 steps. Consonant recognition was assessed fo r five cochlear implant listeners, using the Med-'El/CIS-link device, as a function of the number of steps in the electrical dynamic range. Results sh owed that eight steps within the dynamic range are sufficient for reaching asymptotic performance in consonant recognition. These results suggest that amplitude resolution is not a major factor in determining consonant identi fication. In experiment 2, the relationship between spectral resolution (nu mber of channels) and intensity resolution (number of steps) in normal-hear ing listeners was investigated. Speech was filtered through 4-20 frequency bands, synthesized as a linear combination of sine waves with amplitudes ex tracted from the envelopes of the bandpassed waveforms, and then quantized into 2-32 levels to produce stimuli with varying degrees of intensity resol ution. Results showed that the number of steps needed to achieve asymptotic performance was a function of the number of channels and the speech materi al used. For vowels, asymptotic performance was obtained with four steps, w hile for consonants, eight steps were needed for most channel conditions, c onsistent with our findings in experiment 1. For sentences processed though 4 channels, 16 steps were needed to reach asymptotic performance, while fu r sentences processed through 16 channels, 4 steps were needed. The results with normal-hearing listeners on sentence recognition point to an inverse relationship between spectral resolution and intensity resolution. When spe ctral resolution is poor (i.e., a small number of channels is available) a relatively fine intensity resolution is needed to achieve high levels of un derstanding. Conversely, when the intensity resolution is poor, a high degr ee of spectral resolution is needed to achieve asymptotic performance. The results of this study, taken together with previous findings on the effect of reduced dynamic range, suggest that the performance of cochlear implant subjects is primarily limited by the small number (four to six) of channels received, and not by the small number of intensity steps or reduced dynami c range. (C) 2000 Acoustical Society of America. [S0001-4966(00)04911-0].