Title :
Indexing of multilingual news telecast using audio-visual keywords
Author :
Ghosh, H. ; Khare, A. ; Gorai, A. ; Kopparapu, S.K. ; Pandharipande, M.
Author_Institution :
TCS Innovation Labs. Delhi, Gurgaon, India
Abstract :
Indexing of news video streams with semantic keywords is of interest to agencies that regularly monitor many news channels. In this paper, we describe a new method for indexing news video in different languages, for which there are inadequate language tools. Our approach involves combining multimodal inputs, namely audio and visual, and spotting of a handful of keywords with higher reliability, as compared to creating complete transcripts. We conduct a set of experiments to establish performance improvement despite lesser reliability of the language tools.
Keywords :
indexing; information resources; information retrieval; optical character recognition; reliability; speech recognition; television broadcasting; video streaming; audio visual keyword; language tool reliability; multilingual news telecast indexing; news video stream; semantic keyword; Information retrieval; Optical character recognition; Speech recognition; TV broadcasting;
Conference_Titel :
Visual Information Processing (EUVIP), 2010 2nd European Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7288-8
DOI :
10.1109/EUVIP.2010.5699104