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Lazy Learning Sound Localization Algorithm Utilizing Binaural Auditory model

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F16%3A00243378" target="_blank" >RIV/68407700:21230/16:00243378 - isvavai.cz</a>

  • Result on the web

    <a href="http://radio.feld.cvut.cz/conf/poster/poster2016/proceedings/Section_NS/NS_064_Koshkina.pdf" target="_blank" >http://radio.feld.cvut.cz/conf/poster/poster2016/proceedings/Section_NS/NS_064_Koshkina.pdf</a>

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Lazy Learning Sound Localization Algorithm Utilizing Binaural Auditory model

  • Original language description

    This paper introduces an algorithm for sound localization in the horizontal plane (azimuth) in utilizing the binaural auditory model. The decision device is based on segmentation, feature extraction and classification, which is implemented in MATLAB environment. The algorithm uses k-nearest neighbors (KNN) classifier with k=20. Exploited features are root mean square and signal decimation. The output of this algorithm is the relative distribution of KNN across groups of azimuths.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2016

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 20th International Scientific Student Conferenece POSTER 2016

  • ISBN

    978-80-01-05950-0

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    1-4

  • Publisher name

    Czech Technical University in Prague

  • Place of publication

    Praha

  • Event location

    Praha

  • Event date

    May 24, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article