Search Results for author: Shota Inoue

Found 3 papers, 2 papers with code

Motion Sickness Modeling with Visual Vertical Estimation and Its Application to Autonomous Personal Mobility Vehicles

1 code implementation13 Feb 2022 Hailong Liu, Shota Inoue, Takahiro Wada

In the static experiment, it is demonstrated that the estimated VV by the proposed method accurately described the gravitational acceleration direction with a low mean absolute deviation.

Autonomous Driving

Adversarial attacks on audio source separation

no code implementations7 Oct 2020 Naoya Takahashi, Shota Inoue, Yuki Mitsufuji

Despite the excellent performance of neural-network-based audio source separation methods and their wide range of applications, their robustness against intentional attacks has been largely neglected.

Adversarial Attack Audio Source Separation

Semi-blind source separation with multichannel variational autoencoder

1 code implementation2 Aug 2018 Hirokazu Kameoka, Li Li, Shota Inoue, Shoji Makino

This paper proposes a multichannel source separation technique called the multichannel variational autoencoder (MVAE) method, which uses a conditional VAE (CVAE) to model and estimate the power spectrograms of the sources in a mixture.

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