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Evaluation of invalid input discrimination using BOW for speech-oriented guidance system
http://hdl.handle.net/10061/8619
http://hdl.handle.net/10061/86198cd4eb2d-43a3-439d-8cba-8a0f8eb865fe
名前 / ファイル | ライセンス | アクション |
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fulltext (598.2 kB)
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poster (1.6 MB)
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Item type | 会議発表論文 / Conference Paper(1) | |||||
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公開日 | 2013-02-20 | |||||
タイトル | ||||||
タイトル | Evaluation of invalid input discrimination using BOW for speech-oriented guidance system | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ | conference paper | |||||
アクセス権 | ||||||
アクセス権 | open access | |||||
著者 |
Majima, Haruka
× Majima, Haruka× Torres, Rafael× Kawanami, Hiromichi× Hara, Sunao× Matsui, Tomoko× Saruwatari, Hiroshi× Shikano, Kiyohiro |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | We investigate a discrimination method for invalid and valid inputs based on machine learning using bag-of-words comprised from automatic speech recognition result as a classification feature. Changing the amount of training data, we elucidate that using 3000 of them (approx. 2 weeks of system inputs) shows enough classification performance. | |||||
書誌情報 |
p. 339-347, 発行日 2012 |
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会議情報 | ||||||
会議名 | IWSDS2012: The 4th International Workshop on Spoken Dialog Systems | |||||
開催期間 | November 28-30, 2012 | |||||
開催地 | Paris | |||||
開催国 | FRA | |||||
著者版フラグ | ||||||
出版タイプ | VoR |