Experiments with Segmentation in an Online Speaker Diarization System
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F17%3A43932642" target="_blank" >RIV/49777513:23520/17:43932642 - isvavai.cz</a>
Result on the web
<a href="https://link.springer.com/chapter/10.1007%2F978-3-319-64206-2_48" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-3-319-64206-2_48</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-64206-2_48" target="_blank" >10.1007/978-3-319-64206-2_48</a>
Alternative languages
Result language
angličtina
Original language name
Experiments with Segmentation in an Online Speaker Diarization System
Original language description
In offline speaker diarization systems, particularly those aimed at telephone speech, the accuracy of the initial segmentation of a conversation is often a secondary concern. Imprecise segment boundaries are typically corrected during resegmentation, which is performed as the final step of the diarization process. However, such resegmentation is generally not possible in online systems, where past decisions are usually unchangeable. In such situations, correct segmentation becomes critical. In this paper, we evaluate several different segmentation approaches in the context of online diarization by comparing the overall performance of an i-vector-based diarization system set to operate in a sequential manner.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
20205 - Automation and control systems
Result continuities
Project
<a href="/en/project/DG16P02B009" target="_blank" >DG16P02B009: Access to a Lingustically Structured Database of Enquiries from the Language Consulting Centre</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Text, Speech and Dialogue, 20th International Conference, TSD 2017, Prague, Czech Republic, August 27-31 August, 2017, Proceedings
ISBN
978-3-319-64205-5
ISSN
0302-9743
e-ISSN
—
Number of pages
9
Pages from-to
429-437
Publisher name
Springer
Place of publication
Cham
Event location
Prague, Czech Republic
Event date
Aug 27, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000449869200048