DocumentCode
3370097
Title
Noisy Speech Enhancement Based on Discrete Sine Transform
Author
Li, Xueyao ; Xie, Hua ; Cheng, Bailing
Author_Institution
Sch. of Comput. Sci. & Technol., Harbin Eng. Univ.
Volume
1
fYear
2006
fDate
20-24 June 2006
Firstpage
199
Lastpage
202
Abstract
When the speech signal and the random noise are transformed with discrete sine transform (DST), the discrete sine transform coefficients at the low frequency regions are predominantly speech, and at the high frequency regions are predominantly noise. According to this, a new speech enhancement method based discrete sine transform is proposed in this paper. The level of the trace of the signal present in the high frequency region of DST coefficients is estimated to obtain the threshold parameter, and after the signal-to-noise ratio estimation and speech present probability is calculated, an improved method is adopted. The experiment results show that it is an effective speech enhanced method
Keywords
discrete transforms; estimation theory; probability; random noise; speech enhancement; conditional probability; discrete sine transform; noisy speech enhancement method; random noise; signal-to-noise ratio estimation; speech signal processing; threshold parameter; Computer science; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Frequency conversion; Frequency estimation; Karhunen-Loeve transforms; Low-frequency noise; Signal to noise ratio; Speech enhancement; conditional probability; discrete sine transform; speech enhancement;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Computational Sciences, 2006. IMSCCS '06. First International Multi-Symposiums on
Conference_Location
Hanzhou, Zhejiang
Print_ISBN
0-7695-2581-4
Type
conf
DOI
10.1109/IMSCCS.2006.91
Filename
4673546
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