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
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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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
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