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Non-Intrusive Speech Quality Assessment with Low Computational Complexity
KTH, School of Electrical Engineering (EES), Sound and Image Processing.
KTH, School of Electrical Engineering (EES), Sound and Image Processing.
KTH, School of Electrical Engineering (EES), Sound and Image Processing.
KTH, School of Electrical Engineering (EES), Sound and Image Processing.
2006 (English)In: INTERSPEECH 2006 AND 9TH INTERNATIONAL CONFERENCE ON SPOKEN LANGUAGE PROCESSING, BAIXAS: ISCA-INST SPEECH COMMUNICATION ASSOC , 2006, 189-192 p.Conference paper, Published paper (Refereed)
Abstract [en]

We describe an algorithm for monitoring subjective speech quality without access to the original signal that has very low computational and memory requirements. The features used in the proposed algorithm can be computed from commonly used speech-coding parameters. Reconstruction and perceptual transformation of the signal are not performed. The algorithm generates quality assessment ratings without explicit distortion modeling. The simulation results indicate that the proposed non-intrusive objective quality measure performs better than the ITU-T P.563 standard despite its very low computational complexity.

Place, publisher, year, edition, pages
BAIXAS: ISCA-INST SPEECH COMMUNICATION ASSOC , 2006. 189-192 p.
Keyword [en]
non-intrusive quality assessment, quality of service
National Category
Computer and Information Science General Language Studies and Linguistics
Identifiers
URN: urn:nbn:se:kth:diva-30675ISI: 000269965900048Scopus ID: 2-s2.0-44949104031ISBN: 978-1-60423-449-7 (print)OAI: oai:DiVA.org:kth-30675DiVA: diva2:403047
Conference
9th International Conference on Spoken Language Processing/INTERSPEECH 2006, Pittsburgh, PA, 2006
Note
QC 20110310Available from: 2011-03-10 Created: 2011-03-04 Last updated: 2011-03-10Bibliographically approved

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Grancharov, VolodyaZhao, David YuhengLindblom, JonasKleijn, W. Bastiaan
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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf