| Presentation | 2021-03-04 A Proposed Method of Loud Boat Prediction with Boat type by Boat Noise Using CNN Haruki Yamaguchi, Kenji Muto, Yosuke Kobayashi, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | One of a canal, some boats generate loud sound reaching the noise level of 70 dB inside houses. We have proposed a system to inform approaching boat that the system utilized psychological effect to reduce the loudness impression of boat noise. It discussed the method to obtain the boat type from environmental noise. Previous study shows that the model to extract the boat noises exceeding the threshold in the environmental sound and boat type recognition model by trained on a Convolutional Neural Network. In this paper, we showed the prediction method using the logical product of these models and its results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Boat Noise / Boat Type Recognition / Environmental Sound Recognition / Noise Prediction / CNN |
| Paper # | SIS2020-38 |
| Date of Issue | 2021-02-25 (SIS) |
| Conference Information | |
| Committee | SIS |
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| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Soft Computing, etc. |
| Chair | Noriaki Suetake(Yamaguchi Univ.) |
| Vice Chair | Tomoaki Kimura(Kanagawa Inst. of Tech.) / Naoto Sasaoka(Tottori Univ.) |
| Secretary | Tomoaki Kimura(Kindai Univ.) / Naoto Sasaoka(National Inst. of Tech., Ube College) |
| Assistant | Yukihiro Bandoh(NTT) / Soh Yoshida(Kansai Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Smart Info-Media Systems |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A Proposed Method of Loud Boat Prediction with Boat type by Boat Noise Using CNN |
| Sub Title (in English) | |
| Keyword(1) | Boat Noise |
| Keyword(2) | Boat Type Recognition |
| Keyword(3) | Environmental Sound Recognition |
| Keyword(4) | Noise Prediction |
| Keyword(5) | CNN |
| 1st Author's Name | Haruki Yamaguchi |
| 1st Author's Affiliation | Shibaura Institute of Technology(Shibaura Inst. Tech.) |
| 2nd Author's Name | Kenji Muto |
| 2nd Author's Affiliation | Shibaura Institute of Technology(Shibaura Inst. Tech.) |
| 3rd Author's Name | Yosuke Kobayashi |
| 3rd Author's Affiliation | Muroran Institute of Technology(Muroran Inst. Tech.) |
| Date | 2021-03-04 |
| Paper # | SIS2020-38 |
| Volume (vol) | vol.120 |
| Number (no) | SIS-415 |
| Page | pp.pp.15-20(SIS), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (SIS) |