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Leader Identification Using Multimodal Information in Multi-party Conversations
http://hdl.handle.net/10228/00008069
http://hdl.handle.net/10228/00008069f450fbad-18f5-422b-95f5-4b33912cd434
名前 / ファイル | ライセンス | アクション |
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10361976.pdf (1.2 MB)
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Item type | 学術雑誌論文 = Journal Article(1) | |||||||||||||||||
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公開日 | 2021-03-16 | |||||||||||||||||
資源タイプ | ||||||||||||||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||||||||||||||
資源タイプ | journal article | |||||||||||||||||
タイトル | ||||||||||||||||||
タイトル | Leader Identification Using Multimodal Information in Multi-party Conversations | |||||||||||||||||
言語 | ||||||||||||||||||
言語 | eng | |||||||||||||||||
著者 |
Shiota, Tsukasa
× Shiota, Tsukasa× Honda, Kouki× 嶋田, 和孝
WEKO
13734
× 齊藤, 剛史
WEKO
29295
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抄録 | ||||||||||||||||||
内容記述タイプ | Abstract | |||||||||||||||||
内容記述 | It is one of the important tasks to predict a participant's role in a multi-party conversation. Many previous studies utilized only verbal or non-verbal features to construct models for the role recognition task. In this paper, we propose a model that combines verbal and non-verbal features for leader identification. We add non-verbal features and construct our prediction model with utterance, pose, facial, and prosodic features. In our experiments, we compare our model with a baseline model that is based on only utterance features. The results show the effectiveness of our multimodal approach. In addition, we improve the performance of the baseline model to add some new utterance features. | |||||||||||||||||
備考 | ||||||||||||||||||
内容記述タイプ | Other | |||||||||||||||||
内容記述 | International Conference on Asian Language Processing (IALP 2020), 4-6 December, 2020, Kuala Lumpur, Malaysia(新型コロナ感染拡大に伴い、オンライン開催に変更) | |||||||||||||||||
書誌情報 |
2020 International Conference on Asian Language Processing (IALP) p. 7-12, 発行日 2021-01-07 |
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出版社 | ||||||||||||||||||
出版者 | IEEE | |||||||||||||||||
DOI | ||||||||||||||||||
関連タイプ | isVersionOf | |||||||||||||||||
識別子タイプ | DOI | |||||||||||||||||
関連識別子 | https://doi.org/10.1109/IALP51396.2020.9310465 | |||||||||||||||||
ISBN | ||||||||||||||||||
識別子タイプ | ISBN | |||||||||||||||||
関連識別子 | 978-1-7281-7689-5 | |||||||||||||||||
ISBN | ||||||||||||||||||
識別子タイプ | ISBN | |||||||||||||||||
関連識別子 | 978-1-7281-7690-1 | |||||||||||||||||
日本十進分類法 | ||||||||||||||||||
主題Scheme | NDC | |||||||||||||||||
主題 | 548 | |||||||||||||||||
著作権関連情報 | ||||||||||||||||||
権利情報 | Copyright (c) 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | speaker role identification | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | spoken language | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | multi-party conversation understanding | |||||||||||||||||
キーワード | ||||||||||||||||||
主題Scheme | Other | |||||||||||||||||
主題 | multimodal analysis | |||||||||||||||||
出版タイプ | ||||||||||||||||||
出版タイプ | AM | |||||||||||||||||
出版タイプResource | http://purl.org/coar/version/c_ab4af688f83e57aa | |||||||||||||||||
査読の有無 | ||||||||||||||||||
値 | yes | |||||||||||||||||
研究者情報 | ||||||||||||||||||
https://hyokadb02.jimu.kyutech.ac.jp/html/196_ja.html | ||||||||||||||||||
論文ID(連携) | ||||||||||||||||||
10361976 | ||||||||||||||||||
連携ID | ||||||||||||||||||
8595 | ||||||||||||||||||
著者別名 | ||||||||||||||||||
姓名 | Shiota, T. | |||||||||||||||||
著者別名 | ||||||||||||||||||
姓名 | Honda, K. | |||||||||||||||||
著者別名 | ||||||||||||||||||
姓名 | Shimada, Kazutaka | |||||||||||||||||
言語 | en | |||||||||||||||||
姓名 | 嶋田, 和孝 | |||||||||||||||||
言語 | ja | |||||||||||||||||
姓名 | シマダ, カズタカ | |||||||||||||||||
言語 | ja-Kana | |||||||||||||||||
著者別名 | ||||||||||||||||||
姓名 | Saitoh, Takeshi | |||||||||||||||||
言語 | en | |||||||||||||||||
姓名 | 齊藤, 剛史 | |||||||||||||||||
言語 | ja | |||||||||||||||||
姓名 | サイトウ, タケシ | |||||||||||||||||
言語 | ja-Kana |