Daiki Takeuchi

62 papers A* 1A 5B 1Misc 9Journal 34Unranked 12
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
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 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 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 — 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
Prediction-error-based Adaptive SpecAugment for Fine-tuning the Masked Model on Audio Classification Tasks.
APSIPA
Xiao Zhang, Haoran Xing, Mingxue Song, Daiki Takeuchi, Noboru Harada, Shoji Makino
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 Misc conf
Unrestricted Global Phase Bias-Aware Single-Channel Speech Enhancement with Conformer-Based Metric Gan.
ICASSP
Shiqi Zhang, Zheng Qiu, Daiki Takeuchi, Noboru Harada, Shoji Makino
2024 J jnl
Unrestricted Global Phase Bias-Aware Single-channel Speech Enhancement with Conformer-based Metric GAN.
CoRR
Shiqi Zhang, Zheng Qiu, Daiki Takeuchi, Noboru Harada, Shoji Makino
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
Deep sound-field denoiser: optically-measured sound-field denoising using deep neural network.
CoRR
Kenji Ishikawa, Daiki Takeuchi, Noboru Harada, Takehiro Moriya
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 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
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
Effects of Word-Frequency Based Pre- and Post- Processings for Audio Captioning.
DCASE
Daiki Takeuchi, Yuma Koizumi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2020 J jnl
Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning.
CoRR
Daiki Takeuchi, Yuma Koizumi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2020 Misc conf
Invertible DNN-Based Nonlinear Time-Frequency Transform for Speech Enhancement.
ICASSP
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2020 Misc conf
Real-Time Speech Enhancement Using Equilibriated RNN.
ICASSP
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2020 J jnl
Real-time speech enhancement using equilibriated RNN.
CoRR
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2020 Misc conf
Speech Enhancement Using Self-Adaptation and Multi-Head Self-Attention.
ICASSP
Yuma Koizumi, Kohei Yatabe, Marc Delcroix, Yoshiki Masuyama, Daiki Takeuchi
2020 J jnl
Speech Enhancement using Self-Adaptation and Multi-Head Self-Attention.
CoRR
Yuma Koizumi, Kohei Yatabe, Marc Delcroix, Yoshiki Masuyama, Daiki Takeuchi
2020 J jnl
The NTT DCASE2020 Challenge Task 6 system: Automated Audio Captioning with Keywords and Sentence Length Estimation.
CoRR
Yuma Koizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada, Kunio Kashino
2019 Misc conf
Data-driven Design of Perfect Reconstruction Filterbank for DNN-based Sound Source Enhancement.
ICASSP
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2019 J jnl
Data-driven design of perfect reconstruction filterbank for DNN-based sound source enhancement.
CoRR
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2019 J jnl
Invertible DNN-based nonlinear time-frequency transform for speech enhancement.
CoRR
Daiki Takeuchi, Kohei Yatabe, Yuma Koizumi, Yasuhiro Oikawa, Noboru Harada
2018 Misc conf
Parametric Approximation of Piano Sound Based on Kautz Model with Sparse Linear Prediction.
ICASSP
Kenji Kobayashi, Daiki Takeuchi, Mio Iwamoto, Kohei Yatabe, Yasuhiro Oikawa
2018 Misc conf
Realizing Directional Sound Source in FDTD Method by Estimating Initial Value.
ICASSP
Daiki Takeuchi, Kohei Yatabe, Yasuhiro Oikawa
2014 J jnl
Coherent synthesis of two continuous microwave signals generated by two optical beats.
IEICE Electron. Express
Daiki Takeuchi, Wataru Chujo, Shin-ichi Yamamoto, Yahei Koyamada
2011 J jnl
Phase Control and Calibration Characteristics of Optically Controlled Phased Array Antenna Feed Using Multiple SMFs.
IEICE Trans. Electron.
Daiki Takeuchi, Wataru Chujo, Shin-ichi Yamamoto, Yahei Koyamada