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Paper Abstract and Keywords
Presentation 2023-10-13 11:05
Proposal of the Fractal Dimensional Filter and its Application to Detect the Voices of the Schlegel's Green Tree Frogs
Hideo Shibayama (Shibaura Institute of Technology), Yoshiaki Makabe (Kanagawa Institute of Technology), Kenji Muto (Shibaura Institute of Technology), Tomoaki Kimura (Kanagawa Institute of Technology)
Abstract (in Japanese) (See Japanese page) 
(in English) We propose a fractal dimensional filter to estimate time-position of the target sound from time series data. The filter is produced from fractal dimension of the time series signal. By setting the range of the fractal dimension of the filter, the target signal can be detected. Taking advantage that the fractal dimension varies depending on the estimation method, the filters can be constructed according to the purpose of analysis. The fractal dimension is calculated by two different methods, focusing on the self-similarity of the time series signal and the power 1aw function of the power spectral characteristics. Using data containing frog voices as an example, the filter construction method, the process of voice detection, and the results of time-position estimation are presented. The estimated results show that the detection is accurate within the length of the time window.
Keyword (in Japanese) (See Japanese page) 
(in English) Fractal Dimension Filter / Frog Voice / Higuchi Method / Waveform Localization / Power Law Spectrum / / /  
Reference Info. ITE Tech. Rep.
Paper #  
Date of Issue  
ISSN Online edition: ISSN 2424-1970
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Conference Information
Committee IEICE-SIS BCT  
Conference Date 2023-10-12 - 2023-10-13 
Place (in Japanese) (See Japanese page) 
Place (in English) HISTORIA UBE 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IEICE-SIS 
Conference Code 2023-10-SIS-BCT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Proposal of the Fractal Dimensional Filter and its Application to Detect the Voices of the Schlegel's Green Tree Frogs 
Sub Title (in English)  
Keyword(1) Fractal Dimension Filter  
Keyword(2) Frog Voice  
Keyword(3) Higuchi Method  
Keyword(4) Waveform Localization  
Keyword(5) Power Law Spectrum  
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1st Author's Name Hideo Shibayama  
1st Author's Affiliation Shibaura Institute of Technology (Shibaura Institute of Technology)
2nd Author's Name Yoshiaki Makabe  
2nd Author's Affiliation Kanagawa Institute of Technology (Kanagawa Institute of Technology)
3rd Author's Name Kenji Muto  
3rd Author's Affiliation Shibaura Institute of Technology (Shibaura Institute of Technology)
4th Author's Name Tomoaki Kimura  
4th Author's Affiliation Kanagawa Institute of Technology (Kanagawa Institute of Technology)
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Speaker Author-2 
Date Time 2023-10-13 11:05:00 
Presentation Time 20 minutes 
Registration for IEICE-SIS 
Paper #  
Volume (vol) vol.47 
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