Using Name Spotting in Audio/Video Media Identification to Improve Media Discovery Service in Digital Object Architecture

Metadata

Publisher: SMPTE — White Plains, NY
Doc Type: Conference Paper
Content Type: Original Research
Volume: 2012, No. 10, pp. 1–10
Abstract: Digital object repository, a component of digital object architecture, stores large number of audio/video files (as digital objects) and provides access and retrieval to them. Sometimes metadata for audio/video files are almost absent. Lack of enough metadata limits media discovery service from fetching the files containing little metadata. In addition, the media discovery service excludes those files from the result set. Relevant information, such as names, can be extracted from the given content of an audio/video file and appended in metadata of the same audio/video file for enhancing the media discovery service. In this research, we use a Hidden Markov Model and Viterbi algorithm based name spotting module, known as IdentiFinder to extract names. The research will help to make large number of audio/video files visible to the media discovery service with the help of name extraction. Also, it will increase the user satisfaction by improving the search result set.
Publication Date: 2012-10-01
DOI: 10.5594/M001470
Link: https://doi.org/10.5594/M001470
Author(s): Manish GoswamiCalifornia State Polytechnic University, Pomona, 3801 West Temple Avenue Pomona, California 91768
Lan YangCalifornia State Polytechnic University, Pomona, 3801 West Temple Avenue Pomona, California 91768
Keyword(s): Metadata
Copyright: © 2012 Society of Motion Picture and Television Engineers, Inc.

Bibliographic Reference(s)

[1] Hu Lee Sun Sam Yang Lan , “An end-to-end managed media archive workflow for scalability, interoperability and data longevity.” , 2010 SMPTE Annual Technical Conference, Oct 26–28, 2010 , Hollywood, CA. EXTERNAL
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[12] Viterbi Andrew J. , “Errors Bounds for Convolutional Codes and an Asymptotically Optimum Decoding Algorithm,” IEEE Transactions on Information Theory , IT-13 ( 2 ), p. 260 – 269 . EXTERNAL
[13] Iqbal Yasir , “Flexible Backing-off Strategies for HMM based Named Entity Recognition” Master Thesis, Dept. of Computer Science, University of Saarland , 2006 . EXTERNAL
[2] Kahn Robert Welinsky Robert , “A Framework for Distributed Digital Object Services” . International Journal on Digital Libraries, Springer , Volume 6 , Number 2 , April 2006 . [ http://www.cnri.reston.va.us/k-w.html ]. EXTERNAL
[3] Corporation for National Research Initiatives “A Brief Overview of the Digital Object Architecture and its Application to Identification, Discovery, Resolution and Access to Information in Digital Form” . June 1, 2010 . [ hdl:4263537/5041 ]. EXTERNAL
[4] Sun Sam Lannom Larry Boesch Brian , “Handle System Overview” . Internet Engineering Task Force (IETF) Request for Comments (RFC), RFC 3652, November, 2003 . EXTERNAL
[5] CNRI , “CNRI Digital Object Registry” , http://doregistry.org . EXTERNAL
[6] Bikel Daniel M. Schwartz Richard Weischedel Ralph M. , “An Algorithm that Learns What's in a Name,” Machine Learning , Volume 34 , Numbers 1–3 , 211 – 231 , 1999 . EXTERNAL
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Manish Goswami and Lan Yang; Using Name Spotting in Audio/Video Media Identification to Improve Media Discovery Service in Digital Object Architecture, SMPTE Meetings and Conferences ( October 2012); SMPTE, 2012. Available at https://doi.org/10.5594/M001470

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Manish Goswami and Lan Yang; Using Name Spotting in Audio/Video Media Identification to Improve Media Discovery Service in Digital Object Architecture, SMPTE Meetings and Conferences ( October 2012); SMPTE, 2012. Available at https://doi.org/10.5594/M001470

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<span class="citation">Manish Goswami and Lan Yang; <cite>Using Name Spotting in Audio/Video Media Identification to Improve Media Discovery Service in Digital Object Architecture</cite>, SMPTE Meetings and Conferences ( October 2012); SMPTE, 2012. Available at <a href="https://doi.org/10.5594/M001470" target="_blank" rel="noopener">https://doi.org/10.5594/M001470</a></span>

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Manish Goswami and Lan Yang; <cite id="bib-10-5594-m001470">Using Name Spotting in Audio/Video Media Identification to Improve Media Discovery Service in Digital Object Architecture</cite>, SMPTE Meetings and Conferences ( October 2012); SMPTE, 2012
<span class="doi">10.5594/M001470</span>
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