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Sinusoidal modeling of audio and speech using psychoacoustic-adaptive matching pursuits | IEEE Conference Publication | IEEE Xplore

Sinusoidal modeling of audio and speech using psychoacoustic-adaptive matching pursuits


Abstract:

We propose a segment-based matching pursuit algorithm where the psychoacoustical properties of the human auditory system are taken into account. Rather than scaling the d...Show More

Abstract:

We propose a segment-based matching pursuit algorithm where the psychoacoustical properties of the human auditory system are taken into account. Rather than scaling the dictionary elements according to auditory perception, we define a psychoacoustic-adaptive norm on the signal space which can be used for assigning the dictionary elements to the individual segments in a rate-distortion optimal manner. The new algorithm is asymptotically equal to signal-to-mask ratio based algorithms in the limit of infinite analysis window length. However, the new algorithm provides a significantly improved selection of the dictionary elements for finite window length.
Date of Conference: 07-11 May 2001
Date Added to IEEE Xplore: 07 August 2002
Print ISBN:0-7803-7041-4
Print ISSN: 1520-6149
Conference Location: Salt Lake City, UT, USA

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