Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F14%3A00223246" target="_blank" >RIV/68407700:21230/14:00223246 - isvavai.cz</a>
Alternative codes found
RIV/49777513:23520/14:43922925
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-10816-2_56" target="_blank" >http://dx.doi.org/10.1007/978-3-319-10816-2_56</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-10816-2_56" target="_blank" >10.1007/978-3-319-10816-2_56</a>
Alternative languages
Result language
angličtina
Original language name
Audio-Video Speaker Diarization for Unsupervised Speaker and Face Model Creation
Original language description
Our goal is to create speaker models in audio domain and face models in video do main from a set of videos in an unsupervised manner. Such models can be used later for speaker identification in audio domain (answering the question "Who was speaking and when") and/or fo r face recognition ("Who was seen and when") for given videos that contain speaking persons. T he proposed system is based on an audio-video diarization system that tries to resolve the dis advantages of the individual modalities. Experiments on broadcasts of Czech parliament meeting s show that the proposed combination of individual audio and video diarization systems yields an improvement of the diarization error rate (DER).
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JD - Use of computers, robotics and its application
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GBP103%2F12%2FG084" target="_blank" >GBP103/12/G084: Center for Large Scale Multi-modal Data Interpretation</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
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. 17th International Conference, TSD 2014
ISBN
978-3-319-10815-5
ISSN
0302-9743
e-ISSN
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Number of pages
8
Pages from-to
465-472
Publisher name
Springer
Place of publication
Heidelberg
Event location
Brno
Event date
Sep 8, 2014
Type of event by nationality
EUR - Evropská akce
UT code for WoS article
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