Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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
Objective Audio Quality Assessment Based on Spectro-Temporal Modulation Analysis
KTH, School of Electrical Engineering (EES), Sound and Image Processing.
2011 (English)Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
Abstract [en]

Objective audio quality assessment is an interdisciplinary research area that incorporates audiology and machine learning. Although much work has been made on the machine learning aspect, the audiology aspect also deserves investigation. This thesis proposes a non-intrusive audio quality assessment algorithm, which is based on an auditory model that simulates human auditory system. The auditory model is based on spectro-temporal modulation analysis of spectrogram, which has been proven to be effective in predicting the neural activities of human auditory cortex. The performance of an implementation of the algorithm shows the effectiveness of the spectro-temporal modulation analysis in audio quality assessment. 

Place, publisher, year, edition, pages
2011. , 48 p.
Series
EES Examensarbete / Master Thesis, XR-EE-SIP 2011:012
National Category
Engineering and Technology
Identifiers
URN: urn:nbn:se:kth:diva-91847OAI: oai:DiVA.org:kth-91847DiVA: diva2:511367
Uppsok
Technology
Examiners
Available from: 2012-03-21 Created: 2012-03-21 Last updated: 2012-03-21Bibliographically approved

Open Access in DiVA

fulltext(1777 kB)266 downloads
File information
File name FULLTEXT01.pdfFile size 1777 kBChecksum SHA-512
15b07d715e5b6915f4d67475da72046df5bb162f51bc8dfb757a5c0ed7bffc5bcd3508952049c2cef142e9f2f2fe49a833f71da85adce56317ff22121d091c49
Type fulltextMimetype application/pdf

By organisation
Sound and Image Processing
Engineering and Technology

Search outside of DiVA

GoogleGoogle Scholar
Total: 266 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

urn-nbn

Altmetric score

urn-nbn
Total: 137 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • 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