A Perceptual Model of Spatial Quality for Automotive Audio Systems

Daisuke Koya, Russell Mason, Martin Dewhirst, Søren Bech

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Abstract

Aperceptual modelwas developed to evaluate the spatial quality of automotive audio systems by adapting the Quality Evaluation of Spatial Transmission and Reproduction by an Artificial Listener (QESTRAL) model of spatial quality developed for domestic audio systems. The QESTRAL model was modified to use a combination of existing and newly created metrics, based on-in order of importance-the interaural cross-correlation, reproduced source angle, scenewidth, level, entropy, and spectral roll-off. The resulting model predicts the overall spatial quality of two-channel and five-channel automotive audio systems with a cross-validation R2 of 0.85 and root-mean-square error (RMSE) of 11.03%. The performance of the modified model improved considerably for automotive applications compared with that of the original model, which had a prediction R2 of 0.72 and RMSE of 29.39%. Modifying the model for automotive audio systems did not invalidate its use for domestic audio systems, which were predicted with an R2 of 0.77 and RMSE of 11.90%.

Original languageEnglish
JournalJournal of the Audio Engineering Society
Volume71
Issue number10
Pages (from-to)689-706
Number of pages18
ISSN1549-4950
DOIs
Publication statusPublished - Oct 2023

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© 2023 Audio Engineering Society. All rights reserved.

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