DocumentCode
3518517
Title
GridNews: A distributed automatic Greek broadcast transcription system
Author
Dimitriadis, D. ; Metallinou, A. ; Konstantinou, I. ; Goumas, G. ; Maragos, P. ; Koziris, N.
Author_Institution
Sch. of ECE, Nat. Tech. Univers. of Athens, Zografou
fYear
2009
fDate
19-24 April 2009
Firstpage
1917
Lastpage
1920
Abstract
In this paper, a distributed system storing and retrieving broadcast news data recorded from the Greek television is presented. These multimodal data are processed in a grid computational environment interconnecting distributed data storage and processing subsystems. The innovative element of this system is the implementation of the signal processing algorithms in this grid environment, offering additional flexibility and computational power. Among the developed signal processing modules are: the Segmentor, cutting up the original videos into shorter ones, the classifier, recognizing whether these short videos contain speech or not, the Greek large-vocabulary speech recognizer, transcribing speech into written text, and finally the text search engine and the video retriever. All the processed data are stored and retrieved in geographically distributed storage elements. A user-friendly, Web-based interface is developed, facilitating the transparent import and storage of new multimodal data, their off-line processing and finally, their search and retrieval.
Keywords
Internet; grid computing; information retrieval; natural languages; search engines; speech recognition; television broadcasting; user interfaces; Greek large-vocabulary speech recognizer; GridNews; Web-based interface; broadcast news retrieval; distributed automatic Greek broadcast transcription system; text search engine; video retriever; Distributed computing; Grid computing; Information retrieval; Power system interconnection; Signal processing algorithms; Speech processing; Speech recognition; TV broadcasting; Text recognition; Videos; Computer architecture; distributed database systems; multimedia systems; speech recognition; user interface;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
Conference_Location
Taipei
ISSN
1520-6149
Print_ISBN
978-1-4244-2353-8
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2009.4959984
Filename
4959984
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