TUT Database for Acoustic Scene Classification and Sound Event Detection

    Tutkimustuotos: KonferenssiartikkeliScientificvertaisarvioitu

    275 Sitaatiot (Scopus)
    504 Lataukset (Pure)

    Abstrakti

    We introduce TUT Acoustic Scenes 2016 database for environmental sound research, consisting of binaural recordings from 15 different acoustic environments. A subset of this database, called TUT Sound Events 2016, contains annotations for individual sound events, specifically created for sound event detection. TUT Sound Events 2016 consists of residential area and home environments, and is manually annotated to mark onset, offset and label of sound events. In this paper we present the recording and annotation procedure, the database content,
    a recommended cross-validation setup and performance of supervised acoustic scene classification system and event detection baseline system using mel frequency cepstral coefficients and Gaussian mixture models. The database is publicly released to provide support for algorithm development and common ground for comparison of different techniques.
    AlkuperäiskieliEnglanti
    Otsikko2016 European Signal Processing Conference (EUSIPCO 2016)
    Sivut1128-1132
    Sivumäärä5
    ISBN (elektroninen)978-0-9928-6265-7
    TilaJulkaistu - 2016
    OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisussa
    TapahtumaEUROPEAN SIGNAL PROCESSING CONFERENCE -
    Kesto: 1 tammik. 1900 → …

    Julkaisusarja

    Nimi
    ISSN (elektroninen)2076-1465

    Conference

    ConferenceEUROPEAN SIGNAL PROCESSING CONFERENCE
    Ajanjakso1/01/00 → …

    Julkaisufoorumi-taso

    • Jufo-taso 1

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