title: Improvement of intelligibility of ideal binary-masked noisy speech by adding background noise.
abstract: When a target-speech/masker mixture is processed with the signal-separation technique, ideal binary mask (IBM), intelligibility of target speech is remarkably improved in both normal-hearing listeners and hearing-impaired listeners. Intelligibility of speech can also be improved by filling in speech gaps with un-modulated broadband noise. This study investigated whether intelligibility of target speech in the IBM-treated target-speech/masker mixture can be further improved by adding a broadband-noise background. The results of this study show that following the IBM manipulation, which remarkably released target speech from speech-spectrum noise, foreign-speech, or native-speech masking (experiment 1), adding a broadband-noise background with the signal-to-noise ratio no less than 4 dB significantly improved intelligibility of target speech when the masker was either noise (experiment 2) or speech (experiment 3). The results suggest that since adding the noise background shallows the areas of silence in the time-frequency domain of the IBM-treated target-speech/masker mixture, the abruption of transient changes in the mixture is smoothed and the perceived continuity of target-speech components becomes enhanced, leading to improved target-speech intelligibility. The findings are useful for advancing computational auditory scene analysis, hearing-aid/cochlear-implant designs, and understanding of speech perception under "cocktail-party" conditions.
authors.affiliation: Department of Machine Intelligence, Peking University, Beijing 100871, China.
authors.forename: Shuyang
authors.initials: S
authors.lastname: Cao
authors.forename: Liang
authors.initials: L
authors.lastname: Li
authors.forename: Xihong
authors.initials: X
authors.lastname: Wu
mesh_terms: D000161:Acoustic Stimulation; D000328:Adult; D000465:Algorithms; D005260:Female; D006801:Humans; D008297:Male; D008959:Models, Neurological; D009622:Noise; D010470:Perceptual Masking / Q000502:physiology*; D010700:Phonetics; D011594:Psychometrics; D013018:Sound Spectrography; D013065:Speech Intelligibility / Q000502:physiology*; D013067:Speech Perception / Q000502:physiology*; D055815:Young Adult