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Multidimensional scaling and preference mapping were used for the perceptual analysis of speech quality 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 the naturalness of speech, limitation of the frequency band, smoothness of speech, a bubbling sound alternating with the signal and noisiness of speech. The Phase I 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: 112
Paper Number:5546
Publication Date:
2002-04-06
Session subject:
Psychoacoustics, Perception, and Listening Tests
DOI:
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Mattila, Ville-Veikko; 2002; Ideal Point Modelling of Speech Quality in Mobile Communications Based on Multidimensional Scaling (MDS) [PDF]; Nokia Research Center, Tampere, Finland; Paper 5546; Available from: https://aes.org/publications/elibrary-page/?id=11433
Mattila, Ville-Veikko; Ideal Point Modelling of Speech Quality in Mobile Communications Based on Multidimensional Scaling (MDS) [PDF]; Nokia Research Center, Tampere, Finland; Paper 5546; 2002 Available: https://aes.org/publications/elibrary-page/?id=11433
@inproceedings{Mattila2002ideal,
title={{Ideal Point Modelling of Speech Quality in Mobile Communications Based on Multidimensional Scaling (MDS)}},
author={Mattila, Ville-Veikko},
year={2002},
month={apr},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 5546; AES Convention 112; April 2002},
number={5546},
organization={AES},
}
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