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2020 – today
- 2024
[j2]Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji:
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes. Trans. Mach. Learn. Res. 2024 (2024)- [c14]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: 636-640 - [c13]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: 12951-12955 - [i16]Yuhta Takida, Yukara Ikemiya, Takashi Shibuya, Kazuki Shimada, Woosung Choi, Chieh-Hsin Lai, Naoki Murata, Toshimitsu Uesaka, Kengo Uchida, Wei-Hsiang Liao, Yuki Mitsufuji:
HQ-VAE: Hierarchical Discrete Representation Learning with Variational Bayes. CoRR abs/2401.00365 (2024) - 2023
- [c12]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: 1-5 - [c11]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 - [c10]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: 1-5 - [d4]Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Aapo Hakala, Shusuke Takahashi, Daniel Aleksander Krause, Naoya Takahashi, Sharath Adavanne, Yuichiro Koyama, Kengo Uchida, Yuki Mitsufuji, Tuomas Virtanen:
STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023. Version 1.0.0. Zenodo, 2023 [all versions]
- [d3]Archontis Politis, Kazuki Shimada, Parthasaarathy Sudarsanam, Aapo Hakala, Shusuke Takahashi, Daniel Aleksander Krause, Naoya Takahashi, Sharath Adavanne, Yuichiro Koyama, Kengo Uchida, Yuki Mitsufuji, Tuomas Virtanen:
STARSS23: Sony-TAu Realistic Spatial Soundscapes 2023. Version 1.1.0. Zenodo, 2023 [all versions] - [i15]Zhi Zhong, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Shusuke Takahashi, Yuki Mitsufuji:
An Attention-based Approach to Hierarchical Multi-label Music Instrument Classification. CoRR abs/2302.08136 (2023) - [i14]Masato Hirano, Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi, Yuki Mitsufuji:
Diffusion-based Signal Refiner for Speech Separation. CoRR abs/2305.05857 (2023) - [i13]Zhi Zhong, Hao Shi, Masato Hirano, Kazuki Shimada, Kazuya Tateishi, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji:
Extending Audio Masked Autoencoders Toward Audio Restoration. CoRR abs/2305.06701 (2023) - [i12]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 abs/2305.10734 (2023) - [i11]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 abs/2306.09126 (2023) - [i10]Kazuki Shimada, Kengo Uchida, Yuichiro Koyama, Takashi Shibuya, Shusuke Takahashi, Yuki Mitsufuji, Tatsuya Kawahara:
Zero- and Few-shot Sound Event Localization and Detection. CoRR abs/2309.09223 (2023) - 2022
- [c9]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 - [c8]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: 316-320 - [c7]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: 431-435 - [c6]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: 8872-8876 - [c5]Kazuki Shimada, Taishi Sawabe, Hidehiko Shishido, Masayuki Kanbara, Itaru Kitahara:
Video Generation Unconsciously Evoking Pre-Motion to Passengers in Automated Vehicles. ISMAR Adjunct 2022: 342-347 - [d2]Adavanne Politis, Yuki Mitsufuji, Parthasaarathy Sudarsanam, Kazuki Shimada, Sharath Adavanne, Yuichiro Koyama, Daniel Krause, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen:
STARSS22: Sony-TAu Realistic Spatial Soundscapes 2022 dataset. Version 1.0.0. Zenodo, 2022 [all versions] - [d1]Archontis Politis, Yuki Mitsufuji, Parthasaarathy Sudarsanam, Kazuki Shimada, Sharath Adavanne, Yuichiro Koyama, Daniel Aleksander Krause, Naoya Takahashi, Shusuke Takahashi, Tuomas Virtanen:
STARSS22: Sony-TAu Realistic Spatial Soundscapes 2022 dataset. Version 1.1.0. Zenodo, 2022 [all versions] - [i9]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 abs/2206.01948 (2022) - 2021
- [c4]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: 915-919 - [i8]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 abs/2106.10806 (2021) - [i7]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. CoRR abs/2110.06126 (2021) - [i6]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 abs/2110.06501 (2021) - [i5]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 abs/2110.07124 (2021) - 2020
- [c3]Kazuki Shimada, Yuichiro Koyama, Akira Inoue:
Metric Learning with Background Noise Class for Few-Shot Detection of Rare Sound Events. ICASSP 2020: 616-620 - [i4]Kazuki Shimada, Naoya Takahashi, Shusuke Takahashi, Yuki Mitsufuji:
Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net. CoRR abs/2006.12014 (2020) - [i3]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 abs/2010.15306 (2020)
2010 – 2019
- 2019
- [j1]Kazuki Shimada, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara:
Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 27(5): 960-971 (2019) - [i2]Kazuki Shimada, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara:
Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition. CoRR abs/1903.09341 (2019) - [i1]Kazuki Shimada, Yuichiro Koyama, Akira Inoue:
Metric Learning with Background Noise Class for Few-shot Detection of Rare Sound Events. CoRR abs/1910.13724 (2019) - 2018
- [c2]Kazuki Shimada, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara:
Unsupervised Beamforming Based on Multichannel Nonnegative Matrix Factorization for Noisy Speech Recognition. ICASSP 2018: 5734-5738 - 2017
- [c1]Masato Mimura, Yoshiaki Bando, Kazuki Shimada, Shinsuke Sakai, Kazuyoshi Yoshii, Tatsuya Kawahara:
Combined Multi-Channel NMF-Based Robust Beamforming for Noisy Speech Recognition. INTERSPEECH 2017: 2451-2455
Coauthor Index
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