Title :
Speech enhancement using modified minimun mean square error short-time spectral amplitude estimator [minimun read minimum]
Author :
Bin, Cai ; Ying, Guo ; Hongwei, Li ; Cheng, Gong
Author_Institution :
AFEU, Telecommun. Eng. Inst., Xi´´an, China
Abstract :
To improve the effect of speech enhancement in low signal-to-noise ratio (SNR), we propose a new speech enhancement scheme using modified minimum mean-square error short-time spectral amplitude (M/sup 3/SE-STSA) estimator. We propose two methods for estimating the probability of speech absence that is used to control the soft-decision gain in each bin and in each frame. Evaluation shows that the proposed estimators can suppress the residual noise effectively and avoid" musical noise" phenomena in low SNR.
Keywords :
amplitude estimation; least mean squares methods; speech enhancement; SNR; low signal-to-noise ratio; minimum mean-square error; musical noise; residual noise; short-time spectral amplitude estimator; speech enhancement; Amplitude estimation; Degradation; Frequency estimation; Mean square error methods; Noise level; Noise reduction; Probability; Signal processing algorithms; Signal to noise ratio; Speech enhancement;
Conference_Titel :
Natural Language Processing and Knowledge Engineering, 2003. Proceedings. 2003 International Conference on
Conference_Location :
Beijing, China
Print_ISBN :
0-7803-7902-0
DOI :
10.1109/NLPKE.2003.1275916