The effects of auditory contrast tuning upon speech intelligibility

Nathan J. Killian, Paul V. Watkins, Lisa S. Davidson, Dennis L. Barbour

Research output: Contribution to journalArticle

Abstract

We have previously identified neurons tuned to spectral contrast of wideband sounds in auditory cortex of awake marmoset monkeys. Because additive noise alters the spectral contrast of speech, contrast-tuned neurons, if present in human auditory cortex, may aid in extracting speech from noise. Given that this cortical function may be underdeveloped in individuals with sensorineural hearing loss, incorporating biologically-inspired algorithms into external signal processing devices could provide speech enhancement benefits to cochlear implantees. In this study we first constructed a computational signal processing algorithm to mimic auditory cortex contrast tuning. We then manipulated the shape of contrast channels and evaluated the intelligibility of reconstructed noisy speech using a metric to predict cochlear implant user perception. Candidate speech enhancement strategies were then tested in cochlear implantees with a hearing-in-noise test. Accentuation of intermediate contrast values or all contrast values improved computed intelligibility. Cochlear implant subjects showed significant improvement in noisy speech intelligibility with a contrast shaping procedure.

Original languageEnglish (US)
Article number01145
JournalFrontiers in Psychology
Volume7
Issue numberAUG
DOIs
StatePublished - Aug 9 2016
Externally publishedYes

Fingerprint

Speech Intelligibility
Auditory Cortex
Noise
Cochlear Implants
Cochlea
Neurons
Callithrix
Sensorineural Hearing Loss
Hearing
Haplorhini
Equipment and Supplies

Keywords

  • Auditory cortex
  • Cochlear implant
  • Human
  • Noise reduction
  • Primate

ASJC Scopus subject areas

  • Psychology(all)

Cite this

The effects of auditory contrast tuning upon speech intelligibility. / Killian, Nathan J.; Watkins, Paul V.; Davidson, Lisa S.; Barbour, Dennis L.

In: Frontiers in Psychology, Vol. 7, No. AUG, 01145, 09.08.2016.

Research output: Contribution to journalArticle

Killian, Nathan J. ; Watkins, Paul V. ; Davidson, Lisa S. ; Barbour, Dennis L. / The effects of auditory contrast tuning upon speech intelligibility. In: Frontiers in Psychology. 2016 ; Vol. 7, No. AUG.
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