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Modulation Domain Adaptive Gain Equalizer for Speech Enhancement
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2011 (English)Conference paper, (Refereed) Published
Abstract [en]

This paper evaluates speech enhancement by filtering in the modulation frequency domain, as an alternative to filtering in conventional frequency domain. Adaptive Gain Equalizer (AGE) is a commonly used single-channel speech enhancement algorithm. A recently introduced class of signal transformations called modulation transform has successfully made its place alongside classical time/frequency representations. This paper presents an implementation of AGE within modulation system, for the purpose of enhancing the speech signal. The successful implementation of the proposed system has been validated with various performance measurements, i.e., Signal to Noise Ratio Improvement (SNRI), Mean Opinion Score (MOS) and Spectral Distortion (SD). A spectrogram analysis is also presented to further substantiate the performance of this work

Place, publisher, year, edition, pages
Crete, Greece: Acta Press , 2011.
Keyword [en]
Speech enhancement, Adaptive gain equalizer, Modulation domain.
National Category
Signal Processing
Identifiers
URN: urn:nbn:se:bth-7479Local ID: oai:bth.se:forskinfo2A73D93A5887D021C12578ED003386F8OAI: oai:DiVA.org:bth-7479DiVA: diva2:835102
Conference
The IASTED International Conference on Signal and Image Processing and Applications
Available from: 2012-09-18 Created: 2011-08-15 Last updated: 2015-06-30Bibliographically approved

Open Access in DiVA

fulltext(207 kB)58 downloads
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Shahid, MuhammadLövström, BennyClaesson, Ingvar
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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