| Presentation | 2012-02-10 Effects of continuous syllable recognition and query expansion for spoken document retrieval Hiromasa OHASHI, Satoru TSUGE, Norihide KITAOKA, Kazuya TAKEDA, Kenji KITA, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a spoken document retrieval method which combines query expansion with continuous syllable recognition. The proposed method expands a query by using words from the web pages collected by a search engine. It is assumed that relevant document vectors exist on the plane which is constructed from the query vector and the extended vector. The weight parameter between a target document vector and a query vector is calculated for query expansion. In addition, target documents are mapped not only to space constructed by continuous word speech recognition results, but also to space constructed by syllable speech recognition results. Then, we conducted spoken document retrieval experiments. The experimental results showed that the proposed method improved the mean average precision source from the baseline 0.393 to 0.406. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Spoken Document Retrieval / Vector Space Model / Query Expansion / Continuous Syllable Recognition |
| Paper # | PRMU2011-239,SP2011-154 |
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| Conference Information | |
| Committee | SP |
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| Conference Date | 2012/2/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Speech (SP) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Effects of continuous syllable recognition and query expansion for spoken document retrieval |
| Sub Title (in English) | |
| Keyword(1) | Spoken Document Retrieval |
| Keyword(2) | Vector Space Model |
| Keyword(3) | Query Expansion |
| Keyword(4) | Continuous Syllable Recognition |
| 1st Author's Name | Hiromasa OHASHI |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Satoru TSUGE |
| 2nd Author's Affiliation | Daido University |
| 3rd Author's Name | Norihide KITAOKA |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Kazuya TAKEDA |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 5th Author's Name | Kenji KITA |
| 5th Author's Affiliation | The University of Tokushima |
| Date | 2012-02-10 |
| Paper # | PRMU2011-239,SP2011-154 |
| Volume (vol) | vol.111 |
| Number (no) | 431 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |