Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net. - Kazuki Shimada; Naoya Takahashi; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2020)

All For One And One For All: Improving Music Separation By Bridging Networks. - Ryosuke Sawata; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2021)

Accdoa: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization And Detection. - Kazuki Shimada; Yuichiro Koyama; Naoya Takahashi; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2021)

Manifold-Aware Deep Clustering: Maximizing Angles Between Embedding Vectors Based on Regular Simplex. - Keitaro Tanaka; Ryosuke Sawata; Shusuke Takahashi (Interspeech, 2021)

Preventing Posterior Collapse Induced by Oversmoothing in Gaussian VAE. - Yuhta Takida; Wei-Hsiang Liao 001; Toshimitsu Uesaka; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2021)

Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection. - Kazuki Shimada; Naoya Takahashi; Yuichiro Koyama; Shusuke Takahashi; Emiru Tsunoo; Masafumi Takahashi; Yuki Mitsufuji (CoRR, 2021)

CrossNet-Open-Unmix for Music Source Separation (X-UMX). - Ryosuke Sawata; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (Zenodo, 2021)

CrossNet-Open-Unmix for Music Source Separation (X-UMX-HQ). - Ryosuke Sawata; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (Zenodo, 2021)

STARSS22: A Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. - Archontis Politis; Kazuki Shimada; Parthasaarathy Sudarsanam; Sharath Adavanne; Daniel Krause 001; Yuichiro Koyama; Naoya Takahashi; Shusuke Takahashi; Yuki Mitsufuji; Tuomas Virtanen (DCASE, 2022)

Music Source Separation With Deep Equilibrium Models. - Yuichiro Koyama; Naoki Murata; Stefan Uhlich; Giorgio Fabbro; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2022)

Spatial Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection. - Yuichiro Koyama; Kazuhide Shigemi; Masafumi Takahashi; Kazuki Shimada; Naoya Takahashi; Emiru Tsunoo; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2022)

Spatial Mixup: Directional Loudness Modification as Data Augmentation for Sound Event Localization and Detection. - Ricardo Falcón Pérez; Kazuki Shimada; Yuichiro Koyama; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2022)

Improving Character Error Rate is Not Equal to Having Clean Speech: Speech Enhancement for ASR Systems with Black-Box Acoustic Models. - Ryosuke Sawata; Yosuke Kashiwagi; Shusuke Takahashi (ICASSP, 2022)

Multi-ACCDOA: Localizing And Detecting Overlapping Sounds From The Same Class With Auxiliary Duplicating Permutation Invariant Training. - Kazuki Shimada; Yuichiro Koyama; Shusuke Takahashi; Naoya Takahashi; Emiru Tsunoo; Yuki Mitsufuji (ICASSP, 2022)

SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization. - Yuhta Takida; Takashi Shibuya 001; Wei-Hsiang Liao 001; Chieh-Hsin Lai; Junki Ohmura; Toshimitsu Uesaka; Naoki Murata; Shusuke Takahashi; Toshiyuki Kumakura; Yuki Mitsufuji (ICML, 2022)

A Versatile Diffusion-based Generative Refiner for Speech Enhancement. - Ryosuke Sawata; Naoki Murata; Yuhta Takida; Toshimitsu Uesaka; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2022)

Preventing oversmoothing in VAE via generalized variance parameterization. - Yuhta Takida; Wei-Hsiang Liao 001; Chieh-Hsin Lai; Toshimitsu Uesaka; Shusuke Takahashi; Yuki Mitsufuji (Neurocomputing, 2022)

An Approach to Collecting Object Graphs for Data-structure Live Programming Based on a Language Implementation Framework. - Shusuke Takahashi; Yusuke Izawa; Hidehiko Masuhara; Youyou Cong (J. Inf. Process., 2022)

STARSS22: Sony-TAu Realistic Spatial Soundscapes 2022 dataset. - Adavanne Politis; Yuki Mitsufuji; Parthasaarathy Sudarsanam; Kazuki Shimada; Sharath Adavanne; Yuichiro Koyama; Daniel Krause 001; Naoya Takahashi; Shusuke Takahashi; Tuomas Virtanen (Zenodo, 2022)

STARSS22: Sony-TAu Realistic Spatial Soundscapes 2022 dataset. - Archontis Politis; Yuki Mitsufuji; Parthasaarathy Sudarsanam; Kazuki Shimada; Sharath Adavanne; Yuichiro Koyama; Daniel Aleksander Krause 001; Naoya Takahashi; Shusuke Takahashi; Tuomas Virtanen (Zenodo, 2022)

CrossNet-Open-Unmix for Music Source Separation (X-UMXL). - Ryosuke Sawata; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (Zenodo, 2022)

Diffroll: Diffusion-Based Generative Music Transcription with Unsupervised Pretraining Capability. - Kin Wai Cheuk; Ryosuke Sawata; Toshimitsu Uesaka; Naoki Murata; Naoya Takahashi; Shusuke Takahashi; Dorien Herremans; Yuki Mitsufuji (ICASSP, 2023)

An Attention-Based Approach to Hierarchical Multi-Label Music Instrument Classification. - Zhi Zhong; Masato Hirano; Kazuki Shimada; Kazuya Tateishi; Shusuke Takahashi; Yuki Mitsufuji (ICASSP, 2023)

Diffiner: A Versatile Diffusion-based Generative Refiner for Speech Enhancement. - Ryosuke Sawata; Naoki Murata; Yuhta Takida; Toshimitsu Uesaka; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (INTERSPEECH, 2023)

STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events. - Kazuki Shimada; Archontis Politis; Parthasaarathy Sudarsanam; Daniel Aleksander Krause 001; Kengo Uchida; Sharath Adavanne; Aapo Hakala; Yuichiro Koyama; Naoya Takahashi; Shusuke Takahashi; Tuomas Virtanen; Yuki Mitsufuji (NeurIPS, 2023)

Extending Audio Masked Autoencoders toward Audio Restoration. - Zhi Zhong; Hao Shi; Masato Hirano; Kazuki Shimada; Kazuya Tateishi; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (WASPAA, 2023)

Diffusion-based Signal Refiner for Speech Separation. - Masato Hirano; Kazuki Shimada; Yuichiro Koyama; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2023)

The Whole Is Greater than the Sum of Its Parts: Improving DNN-based Music Source Separation. - Ryosuke Sawata; Naoya Takahashi; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2023)

The Sound Demixing Challenge 2023 - Cinematic Demixing Track. - Stefan Uhlich; Giorgio Fabbro; Masato Hirano; Shusuke Takahashi; Gordon Wichern; Jonathan Le Roux; Dipam Chakraborty; Sharada P. Mohanty; Kai Li; Yi Luo 004; Jianwei Yu 001; Rongzhi Gu; et al. (CoRR, 2023)

STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023. - Archontis Politis; Kazuki Shimada; Parthasaarathy Sudarsanam; Aapo Hakala; Shusuke Takahashi; Daniel Aleksander Krause 001; Naoya Takahashi; Sharath Adavanne; Yuichiro Koyama; Kengo Uchida; Yuki Mitsufuji; Tuomas Virtanen (Zenodo, 2023)

STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023. - Archontis Politis; Kazuki Shimada; Parthasaarathy Sudarsanam; Aapo Hakala; Shusuke Takahashi; Daniel Aleksander Krause 001; Naoya Takahashi; Sharath Adavanne; Yuichiro Koyama; Kengo Uchida; Yuki Mitsufuji; Tuomas Virtanen (Zenodo, 2023)

Diffusion-Based Speech Enhancement with Joint Generative and Predictive Decoders. - Hao Shi; Kazuki Shimada; Masato Hirano; Takashi Shibuya 001; Yuichiro Koyama; Zhi Zhong; Shusuke Takahashi; Tatsuya Kawahara; Yuki Mitsufuji (ICASSP, 2024)

Zero- and Few-Shot Sound Event Localization and Detection. - Kazuki Shimada; Kengo Uchida; Yuichiro Koyama; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji; Tatsuya Kawahara (ICASSP, 2024)

SpecMaskGIT: Masked Generative Modeling of Audio Spectrogram for Efficient Audio Synthesis and Beyond. - Marco Comunità; Zhi Zhong; Akira Takahashi; Shiqi Yang; Mengjie Zhao; Koichi Saito; Yukara Ikemiya; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (ISMIR, 2024)

Visual Echoes: A Simple Unified Transformer for Audio-Visual Generation. - Shiqi Yang; Zhi Zhong; Mengjie Zhao; Shusuke Takahashi; Masato Ishii; Takashi Shibuya 001; Yuki Mitsufuji (CoRR, 2024)

MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training. - Kengo Uchida; Takashi Shibuya 001; Yuhta Takida; Naoki Murata; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2024)

SpecMaskGIT: Masked Generative Modeling of Audio Spectrograms for Efficient Audio Synthesis and Beyond. - Marco Comunità; Zhi Zhong; Akira Takahashi; Shiqi Yang; Mengjie Zhao; Koichi Saito; Yukara Ikemiya; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2024)

OpenMU: Your Swiss Army Knife for Music Understanding. - Mengjie Zhao; Zhi Zhong; Zhuoyuan Mao; Shiqi Yang; Wei-Hsiang Liao 001; Shusuke Takahashi; Hiromi Wakaki; Yuki Mitsufuji (CoRR, 2024)

SAVGBench: Benchmarking Spatially Aligned Audio-Video Generation. - Kazuki Shimada; Christian Simon; Takashi Shibuya 001; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2024)

The Sound Demixing Challenge 2023 - Cinematic Demixing Track. - Stefan Uhlich; Giorgio Fabbro; Masato Hirano; Shusuke Takahashi; Gordon Wichern; Jonathan Le Roux; Dipam Chakraborty; Sharada Mohanty; Kai Li; Yi Luo 004; Jianwei Yu 001; Rongzhi Gu; et al. (Trans. Int. Soc. Music. Inf. Retr., 2024)

The whole is greater than the sum of its parts: improving music source separation by bridging networks. - Ryosuke Sawata; Naoya Takahashi; Stefan Uhlich; Shusuke Takahashi; Yuki Mitsufuji (EURASIP J. Audio Speech Music. Process., 2024)

MoLA: Motion Generation and Editing with Latent Diffusion Enhanced by Adversarial Training. - Kengo Uchida; Takashi Shibuya 001; Yuhta Takida; Naoki Murata; Julian Tanke; Shusuke Takahashi; Yuki Mitsufuji (CVPR Workshops, 2025)

Mining your own secrets: Diffusion Classifier Scores for Continual Personalization of Text-to-Image Diffusion Models. - Saurav Jha; Shiqi Yang; Masato Ishii; Mengjie Zhao; Christian Simon; Muhammad Jehanzeb Mirza; Dong Gong; Lina Yao 001; Shusuke Takahashi; Yuki Mitsufuji (ICLR, 2025)

Music Foundation Model as Generic Booster for Music Downstream Tasks. - Wei-Hsiang Liao 001; Yuhta Takida; Yukara Ikemiya; Zhi Zhong; Chieh-Hsin Lai; Giorgio Fabbro; Kazuki Shimada; Keisuke Toyama 002; Kin Wai Cheuk; Marco A. Martínez Ramírez; Shusuke Takahashi; Stefan Uhlich; et al. (Trans. Mach. Learn. Res., 2025)

SpecMaskFoley: Steering Pretrained Spectral Masked Generative Transformer Toward Synchronized Video-to-audio Synthesis via ControlNet. - Zhi Zhong; Akira Takahashi; Shuyang Cui; Keisuke Toyama 002; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2025)

Schrödinger Bridge Consistency Trajectory Models for Speech Enhancement. - Shuichiro Nishigori; Koichi Saito; Naoki Murata; Masato Hirano; Shusuke Takahashi; Yuki Mitsufuji (CoRR, 2025)

Stereo Sound Event Localization and Detection with Onscreen/offscreen Classification. - Kazuki Shimada; Archontis Politis; Iran R. Roman; Parthasaarathy Sudarsanam; David Diaz-Guerra; Ruchi Pandey; Kengo Uchida; Yuichiro Koyama; Naoya Takahashi; Takashi Shibuya 001; Shusuke Takahashi; Tuomas Virtanen; et al. (CoRR, 2025)

TITAN-Guide: Taming Inference-Time AligNment for Guided Text-to-Video Diffusion Models. - Christian Simon; Masato Ishii; Akio Hayakawa; Zhi Zhong; Shusuke Takahashi; Takashi Shibuya 001; Yuki Mitsufuji (CoRR, 2025)