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Discussion Groups | Audio Signal Processing | Spetral Subtraction in Wavelet Domain

Technical discussions related to Audio Signal Processing (digital effects, acoustics, noise reduction, musical signal processing, etc).

  

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Spetral Subtraction in Wavelet Domain - khal...@yahoo.co.in - Jun 27 8:59:13 2007



Hi all,
Has anyone here done Spectral Subtraction in Wavelet Domain? How is this different from the one
in FFT domain?
I have estimated the noise frame from the silence periods in the Noisy speech signal. Now the
next step is applying DWT. My question is
1) Should i apply DWT to Noise Estimate frame and Noisy speech frame by frame or at once i.e. I
have one frame (length = 512) as Noise Estimate and my size of noisy speech is 20,000. Should I
divide my noisy speech in to frames of 512 and then apply DWT to both Noise estimate and Noisy
speech or apply DWT to the whole of Noisy Speech(without Framing).
2) Now once both Noise Estimate and Noisy signal are in Wavelet domain how do i perform the
Spectral subtraction.
Can you give me the necessary equations/ Titles of the Related Papers, I would be very thankful
for any help/ Suggestion on this issue.
Thank you,
Khalandar Pasha N



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Re: Spetral Subtraction in Wavelet Domain - wahe...@yahoo.com - Jul 30 7:05:04 2007

Would you plz tell me how did u extract noise frame from silence periods. Did you use
Zero-Crossing-Rate approach or Energy-Based approach. I have tried both of them and they work
pretty well in clean speech but not with speech contaminated with background noise. 
Your comments plz...

Hi all,
>Has anyone here done Spectral Subtraction in Wavelet Domain? How is this different from the
one in FFT domain?
>I have estimated the noise frame from the silence periods in the Noisy speech signal. Now
the next step is applying DWT. My question is
>1) Should i apply DWT to Noise Estimate frame and Noisy speech frame by frame or at once
i.e. I have one frame (length = 512) as Noise Estimate and my size of noisy speech is 20,000.
Should I divide my noisy speech in to frames of 512 and then apply DWT to both Noise estimate
and Noisy speech or apply DWT to the whole of Noisy Speech(without Framing).
>2) Now once both Noise Estimate and Noisy signal are in Wavelet domain how do i perform the
Spectral subtraction.
>Can you give me the necessary equations/ Titles of the Related Papers, I would be very
thankful for any help/ Suggestion on this issue.
>Thank you,
>Khalandar Pasha N



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