Spectral

Logarithmic Amplitude Spectral Subtraction

Logarithmic Amplitude Spectral Subtraction
  1. What is spectral subtraction method?
  2. What are the advantages of spectral subtraction?
  3. What is spectral subtraction method in Matlab?
  4. What is spatial procedure to spectral subtraction for speech enhancement?

What is spectral subtraction method?

The spectral subtraction is historically one of the first algorithms proposed for the enhancement of single channel speech. In this method, the noise spectrum is estimated during speech pauses, and is subtracted from the noisy speech spectrum to estimate the clean speech.

What are the advantages of spectral subtraction?

This decomposition has vast significant benefits in various dimensions of performance they are 1) Faster convergence and lower complexity in adaptive equations [19], 2) Efficient short time spectral analysis and synthesis [7], 3) Reliable speech reorganization [8].

What is spectral subtraction method in Matlab?

The spectral Subtraction Method for enhancement of noisy speech signals proposed by Boll 79. The method implements spectral averaging and residual noise reduction proposed in the paper. Note that the first 0.25 sec of the speech signal is assumed to be noise only and is used to model the noise signal.

What is spatial procedure to spectral subtraction for speech enhancement?

The spectral subtraction (SS) technique is one of the most important type of techniques used traditionally for speech enhancement [2, 19]. The SS algorithm involves, the approximation of enhanced speech signal spectrum computed by subtracting the approximation of noise spectrum from a spectrum of noisy speech data.

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