Keisuke Toyama

16 papers Misc 2Journal 10Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Do Foundational Audio Encoders Understand Music Structure?
CoRR
Keisuke Toyama, Zhi Zhong, Akira Takahashi, Shusuke Takahashi, Yuki Mitsufuji
2025 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
Trans. Mach. Learn. Res.
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
2025 J jnl
Noise-to-Notes: Diffusion-based Generation and Refinement for Automatic Drum Transcription.
CoRR
Michael Yeung, Keisuke Toyama, Toya Teramoto, Shusuke Takahashi, Tamaki Kojima
2025 — conf
SpecMaskFoley: Steering Pretrained Spectral Masked Generative Transformer Toward Synchronized Video-to-audio Synthesis via ControlNet.
WASPAA
Zhi Zhong, Akira Takahashi, Shuyang Cui, Keisuke Toyama, Shusuke Takahashi, Yuki Mitsufuji
2025 J jnl
SpecMaskFoley: Steering Pretrained Spectral Masked Generative Transformer Toward Synchronized Video-to-audio Synthesis via ControlNet.
CoRR
Zhi Zhong, Akira Takahashi, Shuyang Cui, Keisuke Toyama, Shusuke Takahashi, Yuki Mitsufuji
2024 J jnl
DisMix: Disentangling Mixtures of Musical Instruments for Source-level Pitch and Timbre Manipulation.
CoRR
Yin-Jyun Luo, Kin Wai Cheuk, Woosung Choi, Toshimitsu Uesaka, Keisuke Toyama, Koichi Saito, Chieh-Hsin Lai, Yuhta Takida, Wei-Hsiang Liao, Simon Dixon, Yuki Mitsufuji
2024 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
CoRR
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
2024 Misc conf
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
ICASSP
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2023 — conf
Automatic Piano Transcription With Hierarchical Frequency-Time Transformer.
ISMIR
Keisuke Toyama, Taketo Akama, Yukara Ikemiya, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
Automatic Piano Transcription with Hierarchical Frequency-Time Transformer.
CoRR
Keisuke Toyama, Taketo Akama, Yukara Ikemiya, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
Content Order-Controllable MR-to-Text.
IEEE Access
Keisuke Toyama, Katsuhito Sudoh, Satoshi Nakamura
2023 — conf
E2E Refined Dataset.
O-COCOSDA
Keisuke Toyama, Katsuhito Sudoh, Satoshi Nakamura
2023 J jnl
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
CoRR
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2022 J jnl
E2E Refined Dataset.
CoRR
Keisuke Toyama, Katsuhito Sudoh, Satoshi Nakamura
2009 — conf
Estimating Phase Linearity in the Frequency-Domain ICA Demixing Matrix.
ICA
Keisuke Toyama, Mark D. Plumbley
2009 Misc conf
Using phase linearity in frequency-domain ICA to tackle the permutation problem.
ICASSP
Keisuke Toyama, Mark D. Plumbley