Apr, 2018 - Mar, 2022
Development of PBL instruction support system to measure learners' activities using acoustic signals
Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C) Grant-in-Aid for Scientific Research (C)
- Grant number
- 18K02862
- Japan Grant Number (JGN)
- JP18K02862
- Authorship
- Coinvestigator(s)
- Grant amount
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- (Total)
- 4,420,000 Japanese Yen
- (Direct funding)
- 3,400,000 Japanese Yen
- (Indirect funding)
- 1,020,000 Japanese Yen
In this study, we developed a technology to realize an instructor support system for group work by applying sound information processing technology. (1) Wearable devices worn by learners were improved by evaluating sound source separation features. (2) Deep learning identification algorithms were developed to visualize the participation attitudes of learners. (3) We developed a group work logging system and a support system for annotating group work participation information. (4) We developed a method for speaker anonymization of recorded group work speech by applying deep learning voice transformation. Due to the impact of the new coronavirus, we had to change our original plan and decided not to continue the face-to-face experiments, but we were able to obtain new knowledge that is useful for online education.
- Link information
- ID information
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- Grant number : 18K02862
- Japan Grant Number (JGN) : JP18K02862
List of results of the research project
Narrowing down
Misc.
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電子情報通信学会技術研究報告, 121(401) 57-62, Mar, 2022
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情報処理学会第84回全国大会講演論文集, 4 165-166, Mar, 2022 Corresponding author
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情報処理学会第84回全国大会講演論文集, 2 309-310, Mar, 2022 Corresponding author
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日本音響学会2021年秋季研究発表会講演論文集, 1015-1016, Sep, 2021 Corresponding author
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情報処理学会第83回全国大会講演論文集, 2 237-238, Mar, 2021 Corresponding author
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41-44, Mar, 2021 Lead authorLast authorCorresponding author
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第 23 回 日本音響学会 関西支部 若手研究者交流研究発表会, Dec, 2020
Presentations
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DICOMO 2020, Jun 26, 2020
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DICOMO 2019, Jul 3, 2019