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ORCIDDaisuke Niizumi
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2020 – today
- 2024
[j2]Daisuke Niizumi
, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo: Towards a Universal Audio Pre-Training Framework. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2391-2406 (2024)- [c18]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection. EMBC 2024: 1-4 - [c17]Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto:
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval. EUSIPCO 2024: 71-75 - [c16]Bo He, Shiqi Zhang, Xianrui Wang, Zheng Qiu, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino:
Light Gated Multi Mini-Patch Extractor for Audio Classification. ICASSP Workshops 2024: 765-769 - [i21]Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto:
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval. CoRR abs/2403.10756 (2024) - [i20]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework. CoRR abs/2404.06095 (2024) - [i19]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection. CoRR abs/2404.17107 (2024) - [i18]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Masahiro Yasuda, Shunsuke Tsubaki, Keisuke Imoto:
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation. CoRR abs/2406.02032 (2024) - [i17]Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi:
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR abs/2406.07250 (2024) - [i16]Carlos Hernandez-Olivan, Marc Delcroix, Tsubasa Ochiai, Daisuke Niizumi, Naohiro Tawara, Tomohiro Nakatani, Shoko Araki:
SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model. CoRR abs/2409.12528 (2024) - 2023
- [j1]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
BYOL for Audio: Exploring Pre-Trained General-Purpose Audio Representations. IEEE ACM Trans. Audio Speech Lang. Process. 31: 137-151 (2023) - [c15]Haoran Xing, Shiqi Zhang, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino:
Enhancing Spectrogram for Audio Classification Using Time-Frequency Enhancer. APSIPA ASC 2023: 1155-1160 - [c14]Ami Igarashi, Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto:
Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Approach. APSIPA ASC 2023: 2074-2080 - [c13]Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, Masahiro Yasuda:
First-Shot Anomaly Sound Detection for Machine Condition Monitoring: A Domain Generalization Baseline. EUSIPCO 2023: 191-195 - [c12]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input. ICASSP 2023: 1-5 - [c11]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation. INTERSPEECH 2023: 1294-1298 - [i15]Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, Masahiro Yasuda:
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline. CoRR abs/2303.00455 (2023) - [i14]Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi:
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring. CoRR abs/2305.07828 (2023) - [i13]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation. CoRR abs/2305.14079 (2023) - [i12]Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino:
Audio Difference Captioning Utilizing Similarity-Discrepancy Disentanglement. CoRR abs/2308.11923 (2023) - 2022
- [c10]Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. DCASE 2022 - [c9]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model. EUSIPCO 2022: 200-204 - [c8]Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino:
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval. INTERSPEECH 2022: 4197-4201 - [c7]Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada, Kunio Kashino:
ConceptBeam: Concept Driven Target Speech Extraction. ACM Multimedia 2022: 4252-4260 - [i11]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations. CoRR abs/2204.07402 (2022) - [i10]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation. CoRR abs/2204.12260 (2022) - [i9]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model. CoRR abs/2205.08138 (2022) - [i8]Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi:
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques. CoRR abs/2206.05876 (2022) - [i7]Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino:
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval. CoRR abs/2207.09732 (2022) - [i6]Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada, Kunio Kashino:
ConceptBeam: Concept Driven Target Speech Extraction. CoRR abs/2207.11964 (2022) - [i5]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input. CoRR abs/2210.14648 (2022) - 2021
- [c6]Noboru Harada, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Masahiro Yasuda, Shoichiro Saito:
ToyADMOS2: Another Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection under Domain Shift Conditions. DCASE 2021: 1-5 - [c5]Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo:
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions. DCASE 2021: 186-190 - [c4]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation. HEAR@NeurIPS 2021: 1-24 - [c3]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation. IJCNN 2021: 1-8 - [i4]Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino:
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation. CoRR abs/2103.06695 (2021) - [i3]Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo:
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions. CoRR abs/2106.04492 (2021) - 2020
- [c2]Shigeru Kobayashi, Ryota Kuwakubo, Shigeru Matsui, Yoshiyuki Otani, Xinqi Zhang, Daisuke Niizumi:
The Morandi Room: Entering the World of Morandi's Paintings Through Machine Learning. JSAI 2020: 145-156 - [i2]Yuma Koizumi, Yasunori Ohishi, Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda:
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval. CoRR abs/2012.07331 (2020)
2010 – 2019
- 2018
- [c1]Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen:
Acoustic Scene Classification: a Competition Review. MLSP 2018: 1-6 - [i1]Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen:
Acoustic Scene Classification: A Competition Review. CoRR abs/1808.02357 (2018)
Coauthor Index
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