| Presentation | 2017-06-08 Development and evaluation of wild bird identification system using audio sensing and machine learning Takemi Morimatsu, Hiroshi Yamamoto, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, prevention of damage to fishing or agriculture caused by wild animals becomes an important problem. Various solutions have been proposed in order prevent the wildlife damage, but the solution for supporting coexistence of humans is attracting attention for conversing ecosystem. Therefore, in this study, a new sensing system which can automatically identify a kind of bird is proposed by focusing on the observation of wild bird. In the proposed system, the sensor node which is deployed on the field measures sound of the circumstance, and automatically uploads the audio data to the analysis server on the Internet. In addition, the analysis server identifies a kind of bird flying near the sensor node by analyzing the audio data with a machine learning technology. By utilizing the proposed system, habitats of wild bird can automatically be identified, and the coexistence of humans can be supported based on the analytical results. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Audio sensing / Machine learning / MFCC / SVM |
| Paper # | IA2017-2,ICSS2017-2 |
| Date of Issue | 2017-06-01 (IA, ICSS) |
| Conference Information | |
| Committee | IA / ICSS |
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| Conference Date | 2017/6/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kochi University of Technolo, Eikokuji Campus |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Internet Security, etc. |
| Chair | Katsuyoshi Iida(Hokkaido Univ.) / Yoshiaki Shiraishi(Kobe Univ.) |
| Vice Chair | Rei Atarashi(IIJ) / Hiroyuki Osaki(Kwansei Gakuin Univ.) / Tomoki Yoshihisa(Osaka Univ.) / Takeshi Ueda(Mitsubishi Electric) / Hiroki Takakura(NII) |
| Secretary | Rei Atarashi(Tokyo Metropolitan Univ.) / Hiroyuki Osaki(TOYOTA-IT) / Tomoki Yoshihisa(Yokohama National Univ.) / Takeshi Ueda(NTT) / Hiroki Takakura |
| Assistant | Kenji Ohira(Tokushima Univ.) / Ryohei Banno(NTT) / Toshiki Watanabe(NEC) / Takahiro Kasama(NICT) / Akira Yamada(KDDI labs.) |
| Paper Information | |
| Registration To | Technical Committee on Internet Architecture / Technical Committee on Information and Communication System Security |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and evaluation of wild bird identification system using audio sensing and machine learning |
| Sub Title (in English) | |
| Keyword(1) | Audio sensing |
| Keyword(2) | Machine learning |
| Keyword(3) | MFCC |
| Keyword(4) | SVM |
| 1st Author's Name | Takemi Morimatsu |
| 1st Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 2nd Author's Name | Hiroshi Yamamoto |
| 2nd Author's Affiliation | Ritsumeikan University(Ritsumeikan Univ.) |
| Date | 2017-06-08 |
| Paper # | IA2017-2,ICSS2017-2 |
| Volume (vol) | vol.117 |
| Number (no) | IA-78,ICSS-79 |
| Page | pp.pp.7-12(IA), pp.7-12(ICSS), |
| #Pages | 6 |
| Date of Issue | 2017-06-01 (IA, ICSS) |