title: Reverberation suppression in cochlear implants using a blind channel-selection strategy.
abstract: Reverberation severely degrades speech intelligibility for cochlear implant (CI) users. The ideal reverberant mask (IRM), a binary mask for reverberation suppression which is computed using signal-to-reverberant ratio, was found to yield substantial intelligibility gains for CI users even in highly reverberant environments (e.g., T60 = 1.0 s). Motivated by the intelligibility improvements obtained from IRM, a monaural blind channel-selection criterion for reverberation suppression is proposed. The proposed channel-selection strategy is blind, meaning that prior knowledge of neither the room impulse response nor the anechoic signal is required. By the use of a residual signal obtained from linear prediction analysis of the reverberant signal, the residual-to-reverberant ratio (RRR) of individual frequency channels was employed as the channel-selection criterion. In each frame, the channels with RRR less than an adaptive threshold were retained while the rest were zeroed out. Performance of the proposed strategy was evaluated via intelligibility listening tests conducted with CI users in simulated rooms with two reverberation times of 0.6 and 0.8 s. The results indicate significant intelligibility improvements in both reverberant conditions (over 30 and 40 percentage points in T60 = 0.6 and 0.8 s, respectively). The improvement is comparable to that obtained with the IRM strategy.
authors.affiliation: Department of Electrical Engineering, The University of Texas at Dallas, Richardson, Texas 75080, USA. hazrati@utdallas.edu
authors.forename: Oldooz
authors.initials: O
authors.lastname: Hazrati
authors.forename: Philipos C
authors.initials: PC
authors.lastname: Loizou
mesh_terms: D000161:Acoustic Stimulation; D000368:Aged; D001309:Auditory Threshold; D003054:Cochlear Implants; D003638:Deafness / Q000534:rehabilitation*; D005260:Female; D006801:Humans; D008297:Male; D008875:Middle Aged; D010470:Perceptual Masking; D010700:Phonetics; D011474:Prosthesis Design; D011571:Psychoacoustics; D013018:Sound Spectrography; D013067:Speech Perception