title: Comparing the information conveyed by envelope modulation for speech intelligibility, speech quality, and music quality.
abstract: This paper uses mutual information to quantify the relationship between envelope modulation fidelity and perceptual responses. Data from several previous experiments that measured speech intelligibility, speech quality, and music quality are evaluated for normal-hearing and hearing-impaired listeners. A model of the auditory periphery is used to generate envelope signals, and envelope modulation fidelity is calculated using the normalized cross-covariance of the degraded signal envelope with that of a reference signal. Two procedures are used to describe the envelope modulation: (1) modulation within each auditory frequency band and (2) spectro-temporal processing that analyzes the modulation of spectral ripple components fit to successive short-time spectra. The results indicate that low modulation rates provide the highest information for intelligibility, while high modulation rates provide the highest information for speech and music quality. The low-to-mid auditory frequencies are most important for intelligibility, while mid frequencies are most important for speech quality and high frequencies are most important for music quality. Differences between the spectral ripple components used for the spectro-temporal analysis were not significant in five of the six experimental conditions evaluated. The results indicate that different modulation-rate and auditory-frequency weights may be appropriate for indices designed to predict different types of perceptual relationships.
authors.affiliation: Department of Speech Language and Hearing Sciences, University of Colorado, Boulder, Colorado 80309, USA.
authors.forename: James M
authors.initials: JM
authors.lastname: Kates
authors.affiliation: Department of Speech Language and Hearing Sciences, University of Colorado, Boulder, Colorado 80309, USA.
authors.forename: Kathryn H
authors.initials: KH
authors.lastname: Arehart
mesh_terms: D000162:Acoustics; D000465:Algorithms; D001307:Auditory Perception; D066264:Datasets as Topic; D006319:Hearing Loss, Sensorineural / Q000503:physiopathology / Q000523:psychology*; D006801:Humans; D007600:Judgment; D009146:Music; D013018:Sound Spectrography; D013065:Speech Intelligibility; D013067:Speech Perception; D014833:Voice Quality