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Detection of Overlapping Speech for the Purposes of Speaker Diarization

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43956394" target="_blank" >RIV/49777513:23520/19:43956394 - isvavai.cz</a>

  • Result on the web

    <a href="https://link.springer.com/chapter/10.1007%2F978-3-030-26061-3_26" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-030-26061-3_26</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-030-26061-3_26" target="_blank" >10.1007/978-3-030-26061-3_26</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Detection of Overlapping Speech for the Purposes of Speaker Diarization

  • Original language description

    The presence of overlapping speech has a significant negative impact on the performance of speaker diarization systems. In this paper, we employ a convolutional neural network for the detection of such speech intervals and evaluate it in terms of the potential improvements to speaker diarization. We train the network on specifically-created synthetic data, while the evaluation is performed on the AMI Corpus and the SSPNet Conflict Corpus.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20205 - Automation and control systems

Result continuities

  • Project

    <a href="/en/project/DG16P02B048" target="_blank" >DG16P02B048: System for permanent preservation of documentation and presentation of historical sources from the period of totalitarian regimes</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2019

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Speech and Computer, 21st International Conference, SPECOM 2019, Istanbul, Turkey, August 20-25,2019, Proceedings

  • ISBN

    978-3-030-26060-6

  • ISSN

    0302-9743

  • e-ISSN

    1611-3349

  • Number of pages

    11

  • Pages from-to

    247-257

  • Publisher name

    Springer

  • Place of publication

    Cham

  • Event location

    Instanbul, Turkey

  • Event date

    Aug 20, 2019

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article