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Ryosuke Sawata
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 16
Top Topics
Genre Classification
Speech Enhancement
Acoustic Models
Gaussian Process
Top Venues
CoRR
ICASSP
DSP
GCCE
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Publications
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Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
Class-Aware Shared Gaussian Process Dynamic Model.
ICASSP
(2023)
Kin Wai Cheuk
,
Ryosuke Sawata
,
Toshimitsu Uesaka
,
Naoki Murata
,
Naoya Takahashi
,
Shusuke Takahashi
,
Dorien Herremans
,
Yuki Mitsufuji
Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability.
ICASSP
(2023)
Ryosuke Sawata
,
Naoya Takahashi
,
Stefan Uhlich
,
Shusuke Takahashi
,
Yuki Mitsufuji
The Whole Is Greater than the Sum of Its Parts: Improving DNN-based Music Source Separation.
CoRR
(2023)
Ryosuke Sawata
,
Yosuke Kashiwagi
,
Shusuke Takahashi
Improving Character Error Rate is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-Box Acoustic Models.
ICASSP
(2022)
Kin Wai Cheuk
,
Ryosuke Sawata
,
Toshimitsu Uesaka
,
Naoki Murata
,
Naoya Takahashi
,
Shusuke Takahashi
,
Dorien Herremans
,
Yuki Mitsufuji
DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability.
CoRR
(2022)
Ryosuke Sawata
,
Naoki Murata
,
Yuhta Takida
,
Toshimitsu Uesaka
,
Takashi Shibuya
,
Shusuke Takahashi
,
Yuki Mitsufuji
A Versatile Diffusion-based Generative Refiner for Speech Enhancement.
CoRR
(2022)
Ryosuke Sawata
,
Stefan Uhlich
,
Shusuke Takahashi
,
Yuki Mitsufuji
All For One And One For All: Improving Music Separation By Bridging Networks.
ICASSP
(2021)
Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
Human-Centered Favorite Music Classification Using EEG-Based Individual Music Preference Via Deep Time-Series CCA.
ICASSP
(2021)
Keitaro Tanaka
,
Ryosuke Sawata
,
Shusuke Takahashi
Manifold-Aware Deep Clustering: Maximizing Angles between Embedding Vectors Based on Regular Simplex.
CoRR
(2021)
Keitaro Tanaka
,
Ryosuke Sawata
,
Shusuke Takahashi
Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex.
Interspeech
(2021)
Ryosuke Sawata
,
Yosuke Kashiwagi
,
Shusuke Takahashi
Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models.
CoRR
(2021)
Ryosuke Sawata
,
Stefan Uhlich
,
Shusuke Takahashi
,
Yuki Mitsufuji
All for One and One for All: Improving Music Separation by Bridging Networks.
CoRR
(2020)
Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
The Extraction of Individual Music Preference Based on Deep Time-series CCA.
GCCE
(2019)
Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
Novel Audio Feature Projection Using KDLPCCA-Based Correlation with EEG Features for Favorite Music Classification.
IEEE Trans. Affect. Comput.
10 (3) (2019)
Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
Novel favorite music classification using EEG-based optimal audio features selected via KDLPCCA.
ICASSP
(2016)
Ryosuke Sawata
,
Takahiro Ogawa
,
Miki Haseyama
Human-centered favorite music estimation: EEG-based extraction of audio features reflecting individual preference.
DSP
(2015)