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A Perceptual Model for Sinusoidal Audio Coding Based on Spectral Integration

A perceptual model for sinusoidal audio coding based on spectral integration
Authors: Van de Par, S. (author); Kohlrausch, A. (author); Heusdens, R. (author); Jensen, J. (author); Holdt Jensen, S. (author);

A Perceptual Model for Sinusoidal Audio Coding Based on Spectral Integration

Abstract

Summary: Psychoacoustical models have been used extensively within audio coding applications over the past decades. Recently, parametric coding techniques have been applied to general audio and this has created the need for a psychoacoustical model that is specifically suited for sinusoidal modelling of audio signals. In this paper, we present a new perceptual model that predicts masked thresholds for sinusoidal distortions. The model relies on signal detection theory and incorporates more recent insights about spectral and temporal integration in auditory masking. As a consequence, the model is able to predict the distortion detectability. In fact, the distortion detectability defines a (perceptually relevant) norm on the underlying signal space which is beneficial for optimisation algorithms such as rate-distortion optimisation or linear predictive coding. We evaluate the merits of the model by combining it with a sinusoidal extraction method and compare the results with those obtained with the ISO MPEG-1 Layer I-II recommended model. Listening tests show a clear preference for the new model. More specifically, the model presented here leads to a reduction of more than 20\% in terms of number of sinusoids needed to represent signals at a given quality level.

Countries
Denmark, Netherlands, Netherlands
Keywords

psychoacoustical matching pursuit, TK7800-8360, Communication, information, 621, auditory masking, spectral masking, TK5101-6720, audio coding, Hardware and Architecture, Signal Processing, Telecommunication, sinusoidal modelling, Electronics, Electrical and Electronic Engineering, psychoacoustical modelling

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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