کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
559099 875052 2010 16 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A gain factor adapted by masking property and SNR variation for speech enhancement in colored-noise corruptions
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر پردازش سیگنال
پیش نمایش صفحه اول مقاله
A gain factor adapted by masking property and SNR variation for speech enhancement in colored-noise corruptions
چکیده انگلیسی

A gain factor adapted by both the intra-frame masking properties of the human auditory system and the inter-frame SNR variation is proposed to enhance a speech signal corrupted by additive noise. In this article we employ an averaging factor, varying with time–frequency, to improve the estimate of the a priori SNR. In turn, this SNR estimate is utilized to adapt a gain factor for speech enhancement. This gain factor reduces the spectral variation over successive frames, so the effect of musical residual noise is mitigated. In addition, the simultaneous masking property of the human ears is also employed to adapt the gain factor. Imperceptive residual noise with energy below the noise masking threshold is retained, resulting in a reduction of speech distortion. Experimental results show that the proposed scheme can efficiently reduce the effect of musical residual noise.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Computer Speech & Language - Volume 24, Issue 4, October 2010, Pages 632–647
نویسندگان
, ,