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Speech recognition in noise as a function of the number of spectral channels: Comparison of acoustic hearing and cochlear implants

The Journal of the Acoustical Society of America · 2001 · Vol. 110(2) · pp. 1150–1163
Lendra FriesenRobert V. ShannonDeniz BaşkentXiaosong Wang

Abstract

Speech recognition was measured as a function of spectral resolution (number of spectral channels) and speech-to-noise ratio in normal-hearing (NH) and cochlear-implant (CI) listeners. Vowel, consonant, word, and sentence recognition were measured in five normal-hearing listeners, ten listeners with the Nucleus-22 cochlear implant, and nine listeners with the Advanced Bionics Clarion cochlear implant. Recognition was measured as a function of the number of spectral channels (noise bands or electrodes) at signal-to-noise ratios of + 15, + 10, +5, 0 dB, and in quiet. Performance with three different speech processing strategies (SPEAK, CIS, and SAS) was similar across all conditions, and improved as the number of electrodes increased (up to seven or eight) for all conditions. For all noise levels, vowel and consonant recognition with the SPEAK speech processor did not improve with more than seven electrodes, while for normal-hearing listeners, performance continued to increase up to at least 20 channels. Speech recognition on more difficult speech materials (word and sentence recognition) showed a marginally significant increase in Nucleus-22 listeners from seven to ten electrodes. The average implant score on all processing strategies was poorer than scores of NH listeners with similar processing. However, the best CI scores were similar to the normal-hearing scores for that condition (up to seven channels). CI listeners with the highest performance level increased in performance as the number of electrodes increased up to seven, while CI listeners with low levels of speech recognition did not increase in performance as the number of electrodes was increased beyond four. These results quantify the effect of number of spectral channels on speech recognition in noise and demonstrate that most CI subjects are not able to fully utilize the spectral information provided by the number of electrodes used in their implant.

Hearing Loss and RehabilitationNoise Effects and ManagementHearing, Cochlea, Tinnitus, GeneticsCochlear implantConsonantNoise (video)QUIETVowelAudiologySpeech recognitionWord recognitionSpeech perceptionAcoustics

MeSH terms

AdultAgedAged, 80 and overCochlear ImplantsFemaleHumansMaleMiddle AgedPerceptual MaskingPhoneticsPitch DiscriminationProsthesis DesignReference ValuesSound SpectrographySpeech Acoustics
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References
An Analysis of Perceptual Confusions Among Some English Consonants
The Journal of the Acoustical Society of America · 1955 · 1,834 citations
A cochlear frequency-position function for several species—29 years later
The Journal of the Acoustical Society of America · 1990 · 1,876 citations
Acoustic characteristics of American English vowels
The Journal of the Acoustical Society of America · 1995 · 2,040 citations
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