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Signal Processing

Spectral Audio Signal Processing

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Cover of Spectral Audio Signal Processing

Focuses on spectral modeling applied to audio signals. The reader should already be familiar with the Fourier transform and elementary digital signal processing.

About this book

This book precipitated from my “spectral modeling” course which has been offered at the Center for Computer Research in Music and Acoustics (CCRMA) since 1984. The course originally evolved as a dissemination vehicle for spectral-oriented signal-processing research in computer music, aimed at beginning graduate students in computer music and engineering programs et al. Over the years it has become more of a tour of fundamentals in spectral audio signal processing, with occasional mention and citation of prior and ongoing related research. In principle, the only prerequisites are the first two books in the music signal processing series.

The focus of this book is on spectral modeling applied to audio signals. More completely, the principal tasks are spectral analysis, modeling, and resynthesis (and/or effects). We analyze sound in terms of spectral models primarily because this is what the human brain does. We may synthesize/modify sound in terms of spectral models for the same reason.

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About the author

Julius Orion Smith III

Julius O. Smith III teaches a music signal-processing course sequence and supervises related research at the Center for Computer Research in Music and Acoustics (CCRMA). He is formally a professor of music and (by courtesy) electrical engineering at…

4 books in the catalog