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This paper presents a phone-based approach of spoken document retrieval, developed in the framework of the emerging MPEG-7 standard. The audio part of MPEG-7 encloses a SpokenContent tool that provides a standardized description of the content of spoken documents. In the context of MPEG-7, we propose an indexing and retrieval method that uses phonetic information only and a vector space IR model. Experiments are conducted on a database of German spoken documents, with 10 city name queries. Two phone-based retrieval approaches are presented and combined. The first one is based on the combination of phone N-grams of different lengths used as indexing terms. The other consists of expanding the document representation by means of phone confusion probabilities.
Author (s): Moreau, Nicolas;
Kim, Hyoung-Gook;
Affiliation:
Communication Systems Group, Technical University of Berlin, Germany
(See document for exact affiliation information.)
Publication Date:
2004-06-06
Session subject:
Metadata for Audio
DOI:
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Moreau, Nicolas; Kim, Hyoung-Gook; 2004; Phone-based Spoken Document Retrieval in Conformance with the MPEG-7 Standard [PDF]; Communication Systems Group, Technical University of Berlin, Germany; Paper 2-4; Available from: https://aes.org/publications/elibrary-page/?id=12806
Moreau, Nicolas; Kim, Hyoung-Gook; Phone-based Spoken Document Retrieval in Conformance with the MPEG-7 Standard [PDF]; Communication Systems Group, Technical University of Berlin, Germany; Paper 2-4; 2004 Available: https://aes.org/publications/elibrary-page/?id=12806
@inproceedings{Moreau2004phone-based,
title={{Phone-based Spoken Document Retrieval in Conformance with the MPEG-7 Standard}},
author={Moreau, Nicolas and Kim, Hyoung-Gook},
year={2004},
month={jun},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 2-4; AES Conference: 25th International Conference: Metadata for Audio; June 2004},
number={2-4},
organization={AES},
}
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