| Presentation | 2023-05-15 Cognitive Load Estimation of Speech-in-Noise Recall Task with State-Space Models Mateusz Dubiel, Minoru Nakayama, Xin Wang, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Cognitive workload during a listening and recall task was estimated using a state-space model based on metrics of pupillary dilations and saccadic eye movements. The latent attention levels were predicted in 15 time bins using two parameters of the model, based on the experimental factors: (1) Speech type factors (i.e., natural vs. synthetic), and (2) three signal-to-noise levels (-1dB, -3dB, and -5dB). The results indicate that the above experimental factors can be used for estimating attention levels during the listening and recall task. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Statical modellingcognitive loadSpeech perceptionPupilEye movement |
| Paper # | HCS2023-7,HIP2023-7 |
| Date of Issue | 2023-05-08 (HCS, HIP) |
| Conference Information | |
| Committee | HIP / HCS / HI-SIGCE |
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| Conference Date | 2023/5/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Enhancing, Human Communications, and Human Information Processing |
| Chair | Yuji Wada(Ritsumeikan Univ.) / Tomoko Kanda(Osaka Inst. of Tech.) |
| Vice Chair | Hiroyuki Umemoto(AIST) / Sachiko Kiyokawa(Univ. Tokyo) / Yugo Hayashi(Ritsumeikan Univ.) / Masashi Komori(Osaka Electro-Comm. Univ.) |
| Secretary | Hiroyuki Umemoto(Kyushu Univ.) / Sachiko Kiyokawa(NICT) / Yugo Hayashi(Nihon Univ.) / Masashi Komori(Kanagawa Univ.) / (Tokiwa Univ.) |
| Assistant | Ippei Negishi(Kanazawa Inst. of Tech.) / Daisuke Tanaka(Tottori Univ.) / HUANG HUNGHSUAN(Univ. of Fukuchiyama) / Jun Ichikawa(Shizuoka Univ.) / Kazuki Takashima(Tohoku Univ.) / Hiroto Saito(Tokyo Denki Univ.) / Ryo Ishii(NTT) / Yoshimasa Ohmoto(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Human Information Processing / Technical Committee on Human Communication Science / Special Interest Group on Communication Enhancement |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Cognitive Load Estimation of Speech-in-Noise Recall Task with State-Space Models |
| Sub Title (in English) | |
| Keyword(1) | Statical modellingcognitive loadSpeech perceptionPupilEye movement |
| 1st Author's Name | Mateusz Dubiel |
| 1st Author's Affiliation | University of Luxembourg(uni.lu) |
| 2nd Author's Name | Minoru Nakayama |
| 2nd Author's Affiliation | Tokyo Institute of Technology(Tokyo Tech.) |
| 3rd Author's Name | Xin Wang |
| 3rd Author's Affiliation | National Institute of Informatics(NII) |
| Date | 2023-05-15 |
| Paper # | HCS2023-7,HIP2023-7 |
| Volume (vol) | vol.123 |
| Number (no) | HCS-24,HIP-25 |
| Page | pp.pp.29-32(HCS), pp.29-32(HIP), |
| #Pages | 4 |
| Date of Issue | 2023-05-08 (HCS, HIP) |