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Voice Activity Detector for Speech Enhancement Applications

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F10%3A00171022" target="_blank" >RIV/68407700:21230/10:00171022 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Voice Activity Detector for Speech Enhancement Applications

  • Original language description

    This paper describes a study of noise robust voice activity detection (VAD) utilizing the periodicity of signal, full band signal energy and high band to low band signal/energy ratio. Conventional VADs are sensitive to variable noisy environment especially with low SNR, and also result in cutting off unvoiced regions of speech as well as random oscillating of output VAD decision. To overcome this problems proposed algorithm firstly identify voiced regions of speech and then differ unvoiced regions fromthe silence or background noise using energy ratio and total signal energy. The performance of the proposed VAD algorithm was examined on real speech signals. Comparisons confirmed that the proposed VAD algorithm outperforms the conventional VAD algorithms especially in the presence of background noise.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2010

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    POSTER 2010 - Proceedings of the 14th International Conference on Electrical Engineering

  • ISBN

    978-80-01-04544-2

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

  • Publisher name

    ČVUT v Praze, FEL

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    May 6, 2010

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article