Search Results for author: Takuya Saito

Found 2 papers, 1 papers with code

Spatio-temporal chaos of one-dimensional thin elastic layer with the rate-and-state friction law

1 code implementation3 Dec 2020 Yutaka Sumino, Takuya Saito, Takahiro Hatano, Tetsuo Yamaguchi, Satoshi Ide

Independent of specific local features, global spatio-temporal structures in diverse phenomena around bifurcation points are described by the complex Ginzburg-Landau equation (CGLE) derived using the reductive perturbation method, which includes prediction of spatio-temporal chaos.

Adaptation and Self-Organizing Systems

Audio Classification of Bit-Representation Waveform

no code implementations8 Apr 2019 Masaki Okawa, Takuya Saito, Naoki Sawada, Hiromitsu Nishizaki

In our experiment, we compare the proposed bit representation waveform, which is directly given to a neural network, to other representations of audio waveforms such as a raw audio waveform and a power spectrum with two classification tasks: one is an acoustic event classification task and the other is a sound/music classification task.

Audio Classification Event Detection +4

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