1 code implementation • 13 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.
no code implementations • 7 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.
1 code implementation • 2 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.