ベビーベッド型デバイスを用いた乳児の啼泣認識手法の検討

• Item type: SIG Technical Reports(1)
• 公開日: 2021-05-25
• タイトル: ベビーベッド型デバイスを用いた乳児の啼泣認識手法の検討
• タイトル / 言語: en
• タイトル: A Study on Detecting Infants’ Crying Using a Baby Bed Device
• 言語: jpn
• キーワード / 主題Scheme: Other
• キーワード / 主題: 計測・認識・制御
• 資源タイプ / 資源タイプ識別子: http://purl.org/coar/resource_type/c_18gh
• 資源タイプ: technical report
• 著者所属: 大阪大学大学院情報科学研究科
• 著者所属: 東北大学電気通信研究所
• 著者所属: 大阪大学大学院情報科学研究科
• 著者所属: 青山学院大学理工学部
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Osaka University
• 著者所属(英): en
• 著者所属(英): Research Institute of Electrical Communication, Tohoku University
• 著者所属(英): en
• 著者所属(英): Graduate School of Information Science and Technology, Osaka University
• 著者所属(英): en
• 著者所属(英): College of Science and Engineering, Aoyama Gakuin University
• 著者名: 角谷, 星哉; 藤田, 和之; 尾上, 孝雄; 伊藤, 雄一
• 著者名(英): Seiya, Sumiya; Kazuyuki, Fujita; Takao, Onoye; Yuichi, Itoh
• 論文抄録 / 内容記述タイプ: Other
• 論文抄録 / 内容記述: Recently, in Japan, people who do not have children are increasing because they feel anxious about raising their child. Hence many researchers try to eliminate one of parents’ major anxieties, which is caused by unclear reasons why their baby cries. Existing research almost uses the sound of cries, but it might be highly affected by external noises. In this paper, we propose the system to obtain the data of a baby’s states using a baby bed device. By utilizing data other than the sound, such as the baby’s weight and the center of gravity on the bed, we try to improve accuracy of cry detection and identification the reasons of cries. Results of our early test showed that the accuracy of cry detection can be improved by combining the weight and the center of gravity with the sound, whose f-value was 0.58.
• 論文抄録(英) / 内容記述タイプ: Other
• 論文抄録(英) / 内容記述: Recently, in Japan, people who do not have children are increasing because they feel anxious about raising their child. Hence many researchers try to eliminate one of parents’ major anxieties, which is caused by unclear reasons why their baby cries. Existing research almost uses the sound of cries, but it might be highly affected by external noises. In this paper, we propose the system to obtain the data of a baby’s states using a baby bed device. By utilizing data other than the sound, such as the baby’s weight and the center of gravity on the bed, we try to improve accuracy of cry detection and identification the reasons of cries. Results of our early test showed that the accuracy of cry detection can be improved by combining the weight and the center of gravity with the sound, whose f-value was 0.58.
• 書誌レコードID / 収録物識別子タイプ: NCID
• 書誌レコードID / 収録物識別子: AA12049625
• 書誌情報: 研究報告エンタテインメントコンピューティング（EC）; 巻 2021-EC-60, 号 6, p. 1-6, 発行日 2021-05-25
• ISSN / 収録物識別子タイプ: ISSN
• ISSN / 収録物識別子: 2188-8914
• Notice: SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
• 出版者 / 言語: ja
• 出版者: 情報処理学会