GridNews: A distributed automatic Greek broadcast transcription system

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 s...

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Hauptverfasser: Dimitriadis, D., Metallinou, A., Konstantinou, I., Goumas, G., Maragos, P., Koziris, N.
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creator Dimitriadis, D.
Metallinou, A.
Konstantinou, I.
Goumas, G.
Maragos, P.
Koziris, N.
description 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.
doi_str_mv 10.1109/ICASSP.2009.4959984
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source IEEE Electronic Library (IEL) Conference Proceedings
subjects Computer architecture
Distributed computing
distributed database systems
Grid computing
Information retrieval
multimedia systems
Power system interconnection
Signal processing algorithms
Speech processing
Speech recognition
Text recognition
TV broadcasting
user interface
Videos
title GridNews: A distributed automatic Greek broadcast transcription system
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