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Multidimensional scaling and preference mapping were used for the perceptual analysis of the quality of speech corrupted by car noise in mobile communications. 41 processing chains, representing, e.g., transmission of speech over mobile networks, were studied. 30 screened subjects were used in the quality test and 15 screened and trained subjects in the MDS test. Based on an external profiling of the auditory characteristics, the dimensions appeared to relate to general naturalness of speech, limitation of the frequency band of speech, smoothness of speech and noisiness of speech. The Phase IV, ideal point model was used to predict the quality with an average error of about 6 %, to study the interaction between the attributes and the linearity of the attributes.
Author (s): Mattila, Ville-Veikko;
Affiliation:
Nokia Research Center, Tampere, Finland
(See document for exact affiliation information.)
AES Convention: 114
Paper Number:5737
Publication Date:
2003-03-06
Session subject:
Psychoacoustics, Perception, and Listening Tests
DOI:
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Mattila, Ville-Veikko; 2003; Ideal Point Modelling of the Quality of Noisy Speech in Mobile Communications Based on Multidimensional Scaling [PDF]; Nokia Research Center, Tampere, Finland; Paper 5737; Available from: https://aes.org/publications/elibrary-page/?id=12565
Mattila, Ville-Veikko; Ideal Point Modelling of the Quality of Noisy Speech in Mobile Communications Based on Multidimensional Scaling [PDF]; Nokia Research Center, Tampere, Finland; Paper 5737; 2003 Available: https://aes.org/publications/elibrary-page/?id=12565
@inproceedings{Mattila2003ideal,
title={{Ideal Point Modelling of the Quality of Noisy Speech in Mobile Communications Based on Multidimensional Scaling}},
author={Mattila, Ville-Veikko},
year={2003},
month={mar},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 5737; AES Convention 114; March 2003},
number={5737},
organization={AES},
}
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