Shusuke Takahashi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 47

Top Topics

Anisotropic Diffusion

Speech Enhancement

Variational Bayes

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Kazuki Shimada, Kengo Uchida, Yuichiro Koyama, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji, Tatsuya Kawahara
Zero- and Few-Shot Sound Event Localization and Detection. ICASSP (2024)
Hao Shi, Kazuki Shimada, Masato Hirano, Takashi Shibuya, Yuichiro Koyama, Zhi Zhong, Shusuke Takahashi, Tatsuya Kawahara, Yuki Mitsufuji
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders. ICASSP (2024)
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
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
Ryosuke Sawata, Naoya Takahashi, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
The whole is greater than the sum of its parts: improving music source separation by bridging networks. EURASIP J. Audio Speech Music. Process. 2024 (1) (2024)
Marco Comunità, Zhi Zhong, Akira Takahashi, Shiqi Yang, Mengjie Zhao, Koichi Saito, Yukara Ikemiya, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond. CoRR (2024)
Kengo Uchida, Takashi Shibuya, Yuhta Takida, Naoki Murata, Shusuke Takahashi, Yuki Mitsufuji
MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training. CoRR (2024)
Shiqi Yang, Zhi Zhong, Mengjie Zhao, Shusuke Takahashi, Masato Ishii, Takashi Shibuya, Yuki Mitsufuji
Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation. CoRR (2024)
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, Naoki Murata, Yuhta Takida, Toshimitsu Uesaka, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement. INTERSPEECH (2023)
Zhi Zhong, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Shusuke Takahashi, Yuki Mitsufuji
An Attention-Based Approach to Hierarchical Multi-Label Music Instrument Classification. ICASSP (2023)
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
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. NeurIPS (2023)
Masato Hirano, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
Diffusion-based Signal Refiner for Speech Separation. CoRR (2023)
Zhi Zhong, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Shusuke Takahashi, Yuki Mitsufuji
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification. CoRR (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)
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
The Sound Demixing Challenge 2023 - Cinematic Demixing Track. CoRR (2023)
Zhi Zhong, Hao Shi, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
Extending Audio Masked Autoencoders toward Audio Restoration. WASPAA (2023)
Hao Shi, Kazuki Shimada, Masato Hirano, Takashi Shibuya, Yuichiro Koyama, Zhi Zhong, Shusuke Takahashi, Tatsuya Kawahara, Yuki Mitsufuji
Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders. CoRR (2023)
Zhi Zhong, Hao Shi, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji
Extending Audio Masked Autoencoders Toward Audio Restoration. CoRR (2023)
Kazuki Shimada, Kengo Uchida, Yuichiro Koyama, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji, Tatsuya Kawahara
Zero- and Few-shot Sound Event Localization and Detection. CoRR (2023)
Kazuki Shimada, Archontis Politis, Parthasaarathy Sudarsanam, Daniel Krause, Kengo Uchida, Sharath Adavanne, Aapo Hakala, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen, Yuki Mitsufuji
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. CoRR (2023)
Yuichiro Koyama, Kazuhide Shigemi, Masafumi Takahashi, Kazuki Shimada, Naoya Takahashi, Emiru Tsunoo, Shusuke Takahashi, Yuki Mitsufuji
Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection. ICASSP (2022)
Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. ICML (2022)
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. DCASE (2022)
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)
Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Naoya Takahashi, Emiru Tsunoo, Yuki Mitsufuji
Multi-ACCDOA: Localizing And Detecting Overlapping Sounds From The Same Class With Auxiliary Duplicating Permutation Invariant Training. 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)
Shusuke Takahashi, Yusuke Izawa, Hidehiko Masuhara, Youyou Cong
An Approach to Collecting Object Graphs for Data-structure Live Programming Based on a Language Implementation Framework. J. Inf. Process. 30 (2022)
Yuhta Takida, Takashi Shibuya, Wei-Hsiang Liao, Chieh-Hsin Lai, Junki Ohmura, Toshimitsu Uesaka, Naoki Murata, Shusuke Takahashi, Toshiyuki Kumakura, Yuki Mitsufuji
SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. CoRR (2022)
Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Sharath Adavanne, Daniel Krause, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji, Tuomas Virtanen
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events. CoRR (2022)
Yuhta Takida, Wei-Hsiang Liao, Chieh-Hsin Lai, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
Preventing oversmoothing in VAE via generalized variance parameterization. Neurocomputing 509 (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)
Yuichiro Koyama, Naoki Murata, Stefan Uhlich, Giorgio Fabbro, Shusuke Takahashi, Yuki Mitsufuji
Music Source Separation With Deep Equilibrium Models. ICASSP (2022)
Ricardo Falcón Pérez, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
Spatial Mixup: Directional Loudness Modification as Data Augmentation for Sound Event Localization and Detection. ICASSP (2022)
Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Naoya Takahashi, Emiru Tsunoo, Yuki Mitsufuji
Multi-ACCDOA: Localizing and Detecting Overlapping Sounds from the Same Class with Auxiliary Duplicating Permutation Invariant Training. CoRR (2021)
Ryosuke Sawata, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
All For One And One For All: Improving Music Separation By Bridging Networks. ICASSP (2021)
Yuhta Takida, Wei-Hsiang Liao, Toshimitsu Uesaka, Shusuke Takahashi, Yuki Mitsufuji
Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE. CoRR (2021)
Yuichiro Koyama, Naoki Murata, Stefan Uhlich, Giorgio Fabbro, Shusuke Takahashi, Yuki Mitsufuji
Music Source Separation with Deep Equilibrium Models. CoRR (2021)
Keitaro Tanaka, Ryosuke Sawata, Shusuke Takahashi
Manifold-Aware Deep Clustering: Maximizing Angles between Embedding Vectors Based on Regular Simplex. CoRR (2021)
Kazuki Shimada, Naoya Takahashi, Yuichiro Koyama, Shusuke Takahashi, Emiru Tsunoo, Masafumi Takahashi, Yuki Mitsufuji
Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection. CoRR (2021)
Yuichiro Koyama, Kazuhide Shigemi, Masafumi Takahashi, Kazuki Shimada, Naoya Takahashi, Emiru Tsunoo, Shusuke Takahashi, Yuki Mitsufuji
Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection. CoRR (2021)
Keitaro Tanaka, Ryosuke Sawata, Shusuke Takahashi
Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex. Interspeech (2021)
Kazuki Shimada, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji
Accdoa: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization And Detection. ICASSP (2021)
Ricardo Falcon-Perez, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji
Spatial mixup: Directional loudness modification as data augmentation for sound event localization and detection. CoRR (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)
Kazuki Shimada, Yuichiro Koyama, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji
ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection. CoRR (2020)
Ryosuke Sawata, Stefan Uhlich, Shusuke Takahashi, Yuki Mitsufuji
All for One and One for All: Improving Music Separation by Bridging Networks. CoRR (2020)
Kazuki Shimada, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji
Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net. CoRR (2020)