Daisuke Niizumi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 37

Top Topics

Condition Monitoring

Scene Classification

Acoustic Emission

Top Venues

Publications

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 (2024)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
Masked Modeling Duo: Towards a Universal Audio Pre-training Framework. CoRR (2024)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection. CoRR (2024)
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 (2024)
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 (2024)
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 (2024)
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)
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)
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 (2023)
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
Audio Difference Captioning Utilizing Similarity-Discrepancy Disentanglement. CoRR (2023)
Noboru Harada, Daisuke Niizumi, Yasunori Ohishi, Daiki Takeuchi, Masahiro Yasuda
First-shot anomaly sound detection for machine condition monitoring: A domain generalization baseline. CoRR (2023)
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 (2023)
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 (2023)
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)
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)
Haoran Xing, Shiqi Zhang, Daiki Takeuchi, Daisuke Niizumi, Noboru Harada, Shoji Makino
Enhancing Spectrogram for Audio Classification Using Time-Frequency Enhancer. APSIPA ASC (2023)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
Composing General Audio Representation by Fusing Multilayer Features of a Pre-trained Model. CoRR (2022)
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)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
Masked Modeling Duo: Learning Representations by Encouraging Both Networks to Model the Input. CoRR (2022)
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval. CoRR (2022)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
BYOL for Audio: Exploring Pre-trained General-purpose Audio Representations. CoRR (2022)
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 (2022)
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)
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)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representation. CoRR (2022)
Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada, Kunio Kashino
Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval. INTERSPEECH (2022)
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 (2022)
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 (2021)
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)
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)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation. CoRR (2021)
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)
Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
BYOL for Audio: Self-Supervised Learning for General-Purpose Audio Representation. IJCNN (2021)
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)
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 (2020)
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
Acoustic Scene Classification: a Competition Review. MLSP (2018)
Shayan Gharib, Honain Derrar, Daisuke Niizumi, Tuukka Senttula, Janne Tommola, Toni Heittola, Tuomas Virtanen, Heikki Huttunen
Acoustic Scene Classification: A Competition Review. CoRR (2018)