Shusuke Takahashi

67 papers A* 3A 2Misc 11Journal 45Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Echoes Over Time: Unlocking Length Generalization in Video-to-Audio Generation Models. CoRR Christian Simon, Masato Ishii, Wei-Yao Wang, Koichi Saito, Akio Hayakawa, Dongseok Shim, Zhi Zhong, Shuyang Cui, Shusuke Takahashi, Takashi Shibuya, Yuki Mitsufuji
2025	J	`jnl`	'Studies for': A Human-AI Co-Creative Sound Artwork Using a Real-time Multi-channel Sound Generation Model. CoRR Chihiro Nagashima, Akira Takahashi, Zhi Zhong, Shusuke Takahashi, Yuki Mitsufuji
2025	J	`jnl`	Do Foundational Audio Encoders Understand Music Structure? CoRR Keisuke Toyama, Zhi Zhong, Akira Takahashi, Shusuke Takahashi, Yuki Mitsufuji
2025	J	`jnl`	MMAudioSep: Taming Video-to-Audio Generative Model Towards Video/Text-Queried Sound Separation. CoRR Akira Takahashi, Shusuke Takahashi, Yuki Mitsufuji
2025	A*	`conf`	Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models. ICLR Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji
2025	—	`conf`	MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training. CVPR Workshops Kengo Uchida, Takashi Shibuya, Yuhta Takida, Naoki Murata, Julian Tanke, 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`	Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement. WASPAA Shuichiro Nishigori, Koichi Saito, Naoki Murata, Masato Hirano, Shusuke Takahashi, Yuki Mitsufuji
2025	J	`jnl`	Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement. CoRR Shuichiro Nishigori, Koichi Saito, Naoki Murata, Masato Hirano, Shusuke Takahashi, Yuki Mitsufuji
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
2025	J	`jnl`	Stereo Sound Event Localization and Detection with Onscreen/offscreen Classification. CoRR Kazuki Shimada, Archontis Politis, Irán R. Román, Parthasaarathy Sudarsanam, David Diaz-Guerra, Ruchi Pandey, Kengo Uchida, Yuichiro Koyama, Naoya Takahashi, Takashi Shibuya, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
2025	J	`jnl`	TITAN-Guide: Taming Inference-Time AligNment for Guided Text-to-Video Diffusion Models. CoRR Christian Simon, Masato Ishii, Akio Hayakawa, Zhi Zhong, Shusuke Takahashi, Takashi Shibuya, Yuki Mitsufuji
2025	J	`jnl`	VIRTUE: Visual-Interactive Text-Image Universal Embedder. CoRR Wei-Yao Wang, Kazuya Tateishi, Qiyu Wu, Shusuke Takahashi, Yuki Mitsufuji
2024	Misc	`conf`	Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders. ICASSP Hao Shi, Kazuki Shimada, Masato Hirano, Takashi Shibuya, Yuichiro Koyama, Zhi Zhong, Shusuke Takahashi, Tatsuya Kawahara, Yuki Mitsufuji
2024	J	`jnl`	Mining Your Own Secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models. CoRR Saurav Jha, Shiqi Yang, Masato Ishii, Mengjie Zhao, Christian Simon, Muhammad Jehanzeb Mirza, Dong Gong, Lina Yao, Shusuke Takahashi, Yuki Mitsufuji
2024	J	`jnl`	MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training. CoRR Kengo Uchida, Takashi Shibuya, Yuhta Takida, Naoki Murata, Shusuke Takahashi, 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	J	`jnl`	OpenMU: Your Swiss Army Knife for Music Understanding. CoRR Mengjie Zhao, Zhi Zhong, Zhuoyuan Mao, Shiqi Yang, Wei-Hsiang Liao, Shusuke Takahashi, Hiromi Wakaki, Yuki Mitsufuji
2024	J	`jnl`	SAVGBench: Benchmarking Spatially Aligned Audio-Video Generation. CoRR Kazuki Shimada, Christian Simon, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2024	—	`conf`	SpecMaskGIT: Masked Generative Modeling of Audio Spectrogram for Efficient Audio Synthesis and Beyond. ISMIR Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2024	J	`jnl`	SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond. CoRR Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2024	J	`jnl`	The Sound Demixing Challenge 2023 - Cinematic Demixing Track. Trans. Int. Soc. Music. Inf. Retr. Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
2024	J	`jnl`	The whole is greater than the sum of its parts: improving music source separation by bridging networks. EURASIP J. Audio Speech Music. Process. Ryosuke Sawata, Naoya Takahashi, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
2024	J	`jnl`	Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation. CoRR Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji
2024	Misc	`conf`	Zero- and Few-Shot Sound Event Localization and Detection. ICASSP Kazuki Shimada, Kengo Uchida, Yuichiro Koyama, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji, Tatsuya Kawahara
2023	Misc	`conf`	An Attention-Based Approach to Hierarchical Multi-Label Music Instrument Classification. ICASSP Zhi Zhong, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Shusuke Takahashi, Yuki Mitsufuji
2023	J	`jnl`	An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification. CoRR Zhi Zhong, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Shusuke Takahashi, Yuki Mitsufuji
2023	A	`conf`	Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement. INTERSPEECH Ryosuke Sawata, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2023	Misc	`conf`	Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability. ICASSP Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2023	J	`jnl`	Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders. CoRR Hao Shi, Kazuki Shimada, Masato Hirano, Takashi Shibuya, Yuichiro Koyama, Zhi Zhong, Shusuke Takahashi, Tatsuya Kawahara, Yuki Mitsufuji
2023	J	`jnl`	Diffusion-based Signal Refiner for Speech Separation. CoRR Masato Hirano, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
2023	J	`jnl`	Extending Audio Masked Autoencoders Toward Audio Restoration. CoRR Zhi Zhong, Hao Shi, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2023	—	`conf`	Extending Audio Masked Autoencoders toward Audio Restoration. WASPAA Zhi Zhong, Hao Shi, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2023	A*	`conf`	STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. NeurIPS Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Aleksander Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
2023	J	`jnl`	STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. CoRR Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
2023	J	`jnl`	The Sound Demixing Challenge 2023 - Cinematic Demixing Track. CoRR Stefan Uhlich, Giorgio Fabbro, Masato Hirano, Shusuke Takahashi, Gordon Wichern, Jonathan Le Roux, Dipam Chakraborty, Sharada P. Mohanty, Kai Li, Yi Luo, Jianwei Yu, Rongzhi Gu, Roman A. Solovyev, Alexander L. Stempkovskiy, Tatiana Habruseva, Mikhail Sukhovei, Yuki Mitsufuji
2023	J	`jnl`	The Whole Is Greater than the Sum of Its Parts: Improving DNN-based Music Source Separation. CoRR Ryosuke Sawata, Naoya Takahashi, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
2023	J	`jnl`	Zero- and Few-shot Sound Event Localization and Detection. CoRR Kazuki Shimada, Kengo Uchida, Yuichiro Koyama, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji, Tatsuya Kawahara
2022	J	`jnl`	A Versatile Diffusion-based Generative Refiner for Speech Enhancement. CoRR Ryosuke Sawata, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
2022	J	`jnl`	An Approach to Collecting Object Graphs for Data-structure Live Programming Based on a Language Implementation Framework. J. Inf. Process. Shusuke Takahashi, Yusuke Izawa, Hidehiko Masuhara, Youyou Cong
2022	J	`jnl`	DiffRoll: Diffusion-based Generative Music Transcription with Unsupervised Pretraining Capability. CoRR Kin Wai Cheuk, Ryosuke Sawata, Toshimitsu Uesaka, Naoki Murata, Naoya Takahashi, Shusuke Takahashi, Dorien Herremans, Yuki Mitsufuji
2022	Misc	`conf`	Improving Character Error Rate is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-Box Acoustic Models. ICASSP Ryosuke Sawata, Yosuke Kashiwagi, Shusuke Takahashi
2022	Misc	`conf`	Multi-ACCDOA: Localizing And Detecting Overlapping Sounds From The Same Class With Auxiliary Duplicating Permutation Invariant Training. ICASSP Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Naoya Takahashi, Emiru Tsunoo, Yuki Mitsufuji
2022	Misc	`conf`	Music Source Separation With Deep Equilibrium Models. ICASSP Yuichiro Koyama, Naoki Murata, Stefan Uhlich, Giorgio Fabbro, Shusuke Takahashi, Yuki Mitsufuji
2022	J	`jnl`	Preventing oversmoothing in VAE via generalized variance parameterization. Neurocomputing Yuhta Takida, Wei-Hsiang Liao, Chieh-Hsin Lai, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
2022	A*	`conf`	SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. ICML Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
2022	J	`jnl`	SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. CoRR Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
2022	—	`conf`	STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. DCASE Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
2022	J	`jnl`	STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events. CoRR Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
2022	Misc	`conf`	Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection. ICASSP Yuichiro Koyama, Kazuhide Shigemi, Masafumi Takahashi, Kazuki Shimada, Naoya Takahashi, Emiru Tsunoo, Shusuke Takahashi, Yuki Mitsufuji
2022	Misc	`conf`	Spatial Mixup: Directional Loudness Modification as Data Augmentation for Sound Event Localization and Detection. ICASSP Ricardo Falcón Pérez, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
2021	Misc	`conf`	Accdoa: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization And Detection. ICASSP Kazuki Shimada, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji
2021	Misc	`conf`	All For One And One For All: Improving Music Separation By Bridging Networks. ICASSP Ryosuke Sawata, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
2021	J	`jnl`	Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection. CoRR Kazuki Shimada, Naoya Takahashi, Yuichiro Koyama, Shusuke Takahashi, Emiru Tsunoo, Masafumi Takahashi, Yuki Mitsufuji
2021	J	`jnl`	Improving Character Error Rate Is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-box Acoustic Models. CoRR Ryosuke Sawata, Yosuke Kashiwagi, Shusuke Takahashi
2021	A	`conf`	Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex. Interspeech Keitaro Tanaka, Ryosuke Sawata, Shusuke Takahashi
2021	J	`jnl`	Manifold-Aware Deep Clustering: Maximizing Angles between Embedding Vectors Based on Regular Simplex. CoRR Keitaro Tanaka, Ryosuke Sawata, Shusuke Takahashi
2021	J	`jnl`	Multi-ACCDOA: Localizing and Detecting Overlapping Sounds from the Same Class with Auxiliary Duplicating Permutation Invariant Training. CoRR Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Naoya Takahashi, Emiru Tsunoo, Yuki Mitsufuji
2021	J	`jnl`	Music Source Separation with Deep Equilibrium Models. CoRR Yuichiro Koyama, Naoki Murata, Stefan Uhlich, Giorgio Fabbro, Shusuke Takahashi, Yuki Mitsufuji
2021	J	`jnl`	Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE. CoRR Yuhta Takida, Wei-Hsiang Liao, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
2021	J	`jnl`	Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection. CoRR Yuichiro Koyama, Kazuhide Shigemi, Masafumi Takahashi, Kazuki Shimada, Naoya Takahashi, Emiru Tsunoo, Shusuke Takahashi, Yuki Mitsufuji
2021	J	`jnl`	Spatial mixup: Directional loudness modification as data augmentation for sound event localization and detection. CoRR Ricardo Falcón Pérez, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
2020	J	`jnl`	ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection. CoRR Kazuki Shimada, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji
2020	J	`jnl`	All for One and One for All: Improving Music Separation by Bridging Networks. CoRR Ryosuke Sawata, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
2020	J	`jnl`	Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net. CoRR Kazuki Shimada, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji