Papers

An improved estimation of a priori speech absence probability for speech enhancement: in perspective of speech perception

International Conference
~2005
작성자
dsp
작성일
2005-03-19 20:29
조회
327
Authors : Min-seok Choi, Hong-goo Kang

Year : 2005

Publisher / Conference : IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)

The purpose of this paper is to improve the perceptual quality of a single channel speech enhancement algorithm using MMSE LSA estimator. The proposed algorithm uses a nonlinear decision rule and an adaptive recursive averaging factor for tracking a priori speech absence probability (SAP) fast. We also introduce one-third of approximated critical bandwidth to efficiently smooth the a priori SAP and final gain term, which successfully eliminates the musical noise without much distortion of signal. The performance of the proposed algorithm is evaluated by performing subjective AB listening tests and measuring spectral distance. Simulation results verify the effectiveness of the proposed algorithm compared to conventional algorithms.
전체 327
5 International Conference Tacksung Choi, Junho Lee, Young-cheol Park, Daehee Youn "Analysis and Design Algorithm of Time Varying Reverberator for Low Memory Applications" in 119th Convention of Audio Engineering Society, pp.6561, 2005
4 International Conference Samuel Kim, Sungwan Yoon, Thomas Eriksson, Hong-Goo Kang, Dae Hee Youn "A noise-robust pitch synchronous feature extraction algorithm for speaker recognition systems" in INTERSPEECH, 2005
3 International Conference Jae-woong Jeong, Junho Lee, Young-Cheol Park, Jeong-Tae Kim, Dae Hee Youn "Design and Implementation of IIR Crosstalk Cancellation Filters Approximating Frequency Warping" in 118th Convention of Audio Engineering Society, pp.6490, 2005
2 International Conference Kyoung Ho Bang, Keun-Sup Lee, Young-Cheol Park, Dae Hee Youn "Fast Bit Allocation Method for MP3/AAC Encoders" in 118th Convention of Audio Engineering Society, 2005
1 International Conference Min-seok Choi, Hong-goo Kang "An improved estimation of a priori speech absence probability for speech enhancement: in perspective of speech perception" in IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2005