Daisuke Niizumi

56 papers A* 1A 5B 1Misc 3Journal 32Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Rethinking Masking Strategies for Masked Prediction-based Audio Self-supervised Learning.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Noboru Harada, Nobutaka Ono
2026 J jnl
What Do Neurons Listen To? A Neuron-level Dissection of a General-purpose Audio Model.
CoRR
Takao Kawamura, Daisuke Niizumi, Nobutaka Ono
2025 J jnl
Assessing the Utility of Audio Foundation Models for Heart and Respiratory Sound Analysis.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Yasunori Ohishi, Noboru Harada
2025 — conf
Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes.
EUSIPCO
Binh Thien Nguyen, Masahiro Yasuda, Daiki Takeuchi, Daisuke Niizumi, Yasunori Ohishi, Noboru Harada
2025 J jnl
Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes.
CoRR
Binh Thien Nguyen, Masahiro Yasuda, Daiki Takeuchi, Daisuke Niizumi, Yasunori Ohishi, Noboru Harada
2025 A conf
CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer.
INTERSPEECH
Daiki Takeuchi, Binh Thien Nguyen, Masahiro Yasuda, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada
2025 J jnl
CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer.
CoRR
Daiki Takeuchi, Binh Thien Nguyen, Masahiro Yasuda, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada
2025 Misc conf
Collision-less and Balanced Sampling for Language-Queried Audio Source Separation.
ICASSP
Binh Thien Nguyen, Daiki Takeuchi, Masahiro Yasuda, Daisuke Niizumi, Noboru Harada
2025 J jnl
Description and Discussion on DCASE 2025 Challenge Task 2: First-shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR
Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2025 J jnl
Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes.
CoRR
Masahiro Yasuda, Binh Thien Nguyen, Noboru Harada, Romain Serizel, Mayank Mishra, Marc Delcroix, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Yasunori Ohishi, Tomohiro Nakatani, Takao Kawamura, Nobutaka Ono
2025 J jnl
M2D-CLAP: Exploring General-Purpose Audio-Language Representations Beyond CLAP.
IEEE Access
Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Yasunori Ohishi, Noboru Harada
2025 Misc conf
SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model.
ICASSP
Carlos Hernandez-Olivan, Marc Delcroix, Tsubasa Ochiai, Daisuke Niizumi, Naohiro Tawara, Tomohiro Nakatani, Shoko Araki
2025 A conf
Towards Pre-training an Effective Respiratory Audio Foundation Model.
INTERSPEECH
Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Yasunori Ohishi, Noboru Harada
2025 J jnl
Towards Pre-training an Effective Respiratory Audio Foundation Model.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda, Binh Thien Nguyen, Yasunori Ohishi, Noboru Harada
2024 J jnl
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR
Tomoya Nishida, Noboru Harada, Daisuke Niizumi, Davide Albertini, Roberto Sannino, Simone Pradolini, Filippo Augusti, Keisuke Imoto, Kota Dohi, Harsh Purohit, Takashi Endo, Yohei Kawaguchi
2024 — conf
Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection.
EMBC
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2024 J jnl
Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2024 — conf
Light Gated Multi Mini-Patch Extractor for Audio Classification.
ICASSP Workshops
Bo He, Shiqi Zhang, Xianrui Wang, Zheng Qiu, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino
2024 A conf
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation.
INTERSPEECH
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Masahiro Yasuda, Shunsuke Tsubaki, Keisuke Imoto
2024 J jnl
M2D-CLAP: Masked Modeling Duo Meets CLAP for Learning General-purpose Audio-Language Representation.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Masahiro Yasuda, Shunsuke Tsubaki, Keisuke Imoto
2024 J jnl
Masked Modeling Duo: Towards a Universal Audio Pre-Training Framework.
IEEE ACM Trans. Audio Speech Lang. Process.
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2024 J jnl
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2024 — conf
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval.
EUSIPCO
Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto
2024 J jnl
Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval.
CoRR
Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto
2024 J jnl
SoundBeam meets M2D: Target Sound Extraction with Audio Foundation Model.
CoRR
Carlos Hernandez-Olivan, Marc Delcroix, Tsubasa Ochiai, Daisuke Niizumi, Naohiro Tawara, Tomohiro Nakatani, Shoko Araki
2023 J jnl
Audio Difference Captioning Utilizing Similarity-Discrepancy Disentanglement.
CoRR
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
2023 J jnl
BYOL for Audio: Exploring Pre-Trained General-Purpose Audio Representations.
IEEE ACM Trans. Audio Speech Lang. Process.
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2023 J jnl
Description and Discussion on DCASE 2023 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring.
CoRR
Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Yohei Kawaguchi
2023 — conf
Enhancing Spectrogram for Audio Classification Using Time-Frequency Enhancer.
APSIPA ASC
Haoran Xing, Shiqi Zhang, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino
2023 — conf
First-Shot Anomaly Sound Detection for Machine Condition Monitoring: A Domain Generalization Baseline.
EUSIPCO
Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, Masahiro Yasuda
2023 J jnl
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline.
CoRR
Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, Masahiro Yasuda
2023 — conf
Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Approach.
APSIPA ASC
Ami Igarashi, Shunsuke Tsubaki, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Keisuke Imoto
2023 A conf
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation.
INTERSPEECH
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2023 J jnl
Masked Modeling Duo for Speech: Specializing General-Purpose Audio Representation to Speech using Denoising Distillation.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2023 Misc conf
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input.
ICASSP
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2022 J jnl
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2022 — conf
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model.
EUSIPCO
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2022 J jnl
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2022 A* conf
ConceptBeam: Concept Driven Target Speech Extraction.
ACM Multimedia
Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada, Kunio Kashino
2022 J jnl
ConceptBeam: Concept Driven Target Speech Extraction.
CoRR
Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada, Kunio Kashino
2022 — conf
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques.
DCASE
Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Ryo Tanabe, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022 J jnl
Description and Discussion on DCASE 2022 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques.
CoRR
Kota Dohi, Keisuke Imoto, Noboru Harada, Daisuke Niizumi, Yuma Koizumi, Tomoya Nishida, Harsh Purohit, Takashi Endo, Masaaki Yamamoto, Yohei Kawaguchi
2022 A conf
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval.
INTERSPEECH
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
2022 J jnl
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval.
CoRR
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
2022 J jnl
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2022 J jnl
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2021 B conf
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation.
IJCNN
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2021 J jnl
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation.
CoRR
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2021 — conf
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Detection for Machine Condition Monitoring Under Domain Shifted Conditions.
DCASE
Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo
2021 J jnl
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions.
CoRR
Yohei Kawaguchi, Keisuke Imoto, Yuma Koizumi, Noboru Harada, Daisuke Niizumi, Kota Dohi, Ryo Tanabe, Harsh Purohit, Takashi Endo
2021 — conf
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation.
HEAR@NeurIPS
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2021 — conf
ToyADMOS2: Another Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection under Domain Shift Conditions.
DCASE
Noboru Harada, Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Masahiro Yasuda, Shoichiro Saito
2020 J jnl
Audio Captioning using Pre-Trained Large-Scale Language Model Guided by Audio-based Similar Caption Retrieval.
CoRR
Yuma Koizumi, Yasunori Ohishi, Daisuke Niizumi, Daiki Takeuchi, Masahiro Yasuda
2020 — conf
The Morandi Room: Entering the World of Morandi's Paintings Through Machine Learning.
JSAI
Shigeru Kobayashi, Ryota Kuwakubo, Shigeru Matsui, Yoshiyuki Otani, Xinqi Zhang, Daisuke Niizumi
2018 J jnl
Acoustic Scene Classification: A Competition Review.
CoRR
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
2018 — conf
Acoustic Scene Classification: a Competition Review.
MLSP
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen