Yoshiharu Yamamoto

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 54

Top Topics

Multitask Learning

Abnormality Detection

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
Automated Cough Sound Analysis for Detecting Childhood Pneumonia. IEEE J. Biomed. Health Informatics 28 (1) (2024)
Chengyu Yuan, Hao Xiong, Guoqing Shangguan, Hualei Shen, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, Shlomo Berkovsky
Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation. ICASSP (2024)
Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
LEPCNet: A Lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices. IEEE Trans. Instrum. Meas. 73 (2024)
Tomoya Koike, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An Investigation on Data Augmentation and Multiple Instance Learning for Diagnosis of COVID-19 from Speech and Cough Sound. ICCE-Taiwan (2023)
Zhihua Wang, Kun Qian, Houguang Liu, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Exploring interpretable representations for heart sound abnormality detection. Biomed. Signal Process. Control. 82 (2023)
Dewen Xu, Zhihua Wang, Tsuyoshi Kitajima, Toru Nakamura, Hiroko Shimura, Hiroki Takeuchi, Yang Tan, Runze Ge, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An End-to-End Model for Mental Disorders Detection by Spontaneous Physical Activity Data. ICDM (Workshops) (2023)
Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian, Zhihua Wang, Yu Ma, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Federated Intelligent Terminals Facilitate Stuttering Monitoring. ICASSP (2023)
Luyu Chen, Lin Shen, Dan Yu, Zhihua Wang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Multi-Track Music Generation with WGAN-GP and Attention Mechanisms. GCCE (2023)
Minki Cho, Zhonghao Zhao, Zhihua Wang, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Snore Sound Recognition via an Explainable Capsule Network. GCCE (2023)
Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Vincent Karas, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Daily Mental Health Monitoring from Speech: A Real-World Japanese Dataset and Multitask Learning Analysis. ICASSP (2023)
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Toru Nakamura, Yongxin Zhang, Zhao Ren, Hiroki Takeuchi, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Haojie Zhang, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction. ICDM (Workshops) (2023)
Zhihao Bao, Kun Qian, Zhonghao Zhao, Mengkai Sun, Ruolan Huang, Dewen Xu, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Somatisation Disorder Detection via Speech: Introducing a Self-Supervised Learning Model. EMBC (2023)
Jingtan Li, Mengkai Sun, Zhonghao Zhao, Xingcan Li, Gaigai Li, Chen Wu, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Battling with the low-resource condition for snore sound recognition: introducing a meta-learning strategy. EURASIP J. Audio Speech Music. Process. 2023 (1) (2023)
Runze Ge, Zhihua Wang, Zhonghao Zhao, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
An End-to-End Model for Speech-based Somatisation Disorder Detection. GCCE (2023)
Yu Ma, Yuting Huang, Kaixiang Yuan, Guangzhe Xuan, Yongzi Yu, Hengrui Zhong, Rui Li, Jian Shen, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Explainable Stuttering Recognition Using Axial Attention. ICIC (3) (2023)
Cuiping Zhu, Zhonghao Zhao, Yang Tan, Mengkai Sun, Kun Qian, Tao Jiang, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
Less is More: A Novel Feature Extraction Method for Heart Sound Classification via Fractal Transformation. EMBC (2023)
Zikai Song, Lixian Zhu, Yiyan Wang, Mengkai Sun, Kun Qian, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach. EMBC (2023)
Roneel V. Sharan, Kun Qian, Yoshiharu Yamamoto
Detecting Childhood Pneumonia Using Handcrafted and Deep Learning Cough Sound Features and Multilayer Perceptron. EMBC (2023)
Gang Luo, Shuting Sun, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
How does Music Affect Your Brain? A Pilot Study on EEG and Music Features for Automatic Analysis. EMBC (2023)
Yang Tan, Zhihua Wang, Kun Qian, Zhihao Bao, Zheyu Cao, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
AMNet: Introducing an Adaptive Mel-Spectrogram End-to-End Neural Network for Heart Sound Classification. HealthCom (2023)
Lixian Zhu, Kun Qian, Zhihua Wang, Bin Hu, Yoshiharu Yamamoto, Björn W. Schuller
Heart Sound Classification based on Residual Shrinkage Networks. EMBC (2022)
Yang Tan, Zhihua Wang, Kun Qian, Bin Hu, Shiliang Zhao, Björn W. Schuller, Yoshiharu Yamamoto
Heart Sound Classification based on Fractional Fourier Transformation Entropy. LifeTech (2022)
Wanyong Qiu, Kun Qian, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto
A Federated Learning Paradigm for Heart Sound Classification. EMBC (2022)
Kun Qian, Tomoya Koike, Toru Nakamura, Björn W. Schuller, Yoshiharu Yamamoto
Learning Multimodal Representations for Drowsiness Detection. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Meishu Song, Zijiang Yang, Andreas Triantafyllopoulos, Xin Jing, Vincent Karas, Xie Jiangjian, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
Dynamic Restrained Uncertainty Weighting Loss for Multitask Learning of Vocal Expression. CoRR (2022)
Bin Hu, Kun Qian, Qunxi Dong, Yuejia Luo, Yoshiharu Yamamoto, Björn W. Schuller
Psychological Field Versus Physiological Field: From Qualitative Analysis to Quantitative Modeling of the Mental Status. IEEE Trans. Comput. Soc. Syst. 9 (5) (2022)
Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview. LifeTech (2021)
Kun Qian, Maximilian Schmitt, Huaiyuan Zheng, Tomoya Koike, Jing Han, Juan Liu, Wei Ji, Junjun Duan, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
Computer Audition for Fighting the SARS-CoV-2 Corona Crisis - Introducing the Multitask Speech Corpus for COVID-19. IEEE Internet Things J. 8 (21) (2021)
Kun Qian, Tomoya Koike, Kota Tamada, Toru Takumi, Björn W. Schuller, Yoshiharu Yamamoto
Sensing the Sounds of Silence: A Pilot Study on the Detection of Model Mice of Autism Spectrum Disorder from Ultrasonic Vocalisations. EMBC (2021)
Zhao Ren, Kun Qian, Fengquan Dong, Zhenyu Dai, Yoshiharu Yamamoto, Björn W. Schuller
Deep Attention-based Representation Learning for Heart Sound Classification. CoRR (2021)
Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
Transferring Cross-Corpus Knowledge: An Investigation on Data Augmentation for Heart Sound Classification. EMBC (2021)
Meishu Song, Kun Qian, Bin Chen, Keiju Okabayashi, Emilia Parada-Cabaleiro, Zijiang Yang, Shuo Liu, Kazumasa Togami, Ichiro Hidaka, Yueheng Wang, Björn W. Schuller, Yoshiharu Yamamoto
Predicting Group Work Performance from Physical Handwriting Features in a Smart English Classroom. ICDSP (2021)
Kun Qian, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring. IEEE Signal Process. Mag. 38 (4) (2021)
Li Li, Toru Nakamura, Junichiro Hayano, Yoshiharu Yamamoto
Seasonal Sleep Variations and Their Association With Meteorological Factors: A Japanese Population Study Using Large-Scale Body Acceleration Data. Frontiers Digit. Health 3 (2021)
Kun Qian, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, Björn W. Schuller
Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Kun Qian, Tomoya Koike, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
Can Appliances Understand the Behavior of Elderly Via Machine Learning? A Feasibility Study. IEEE Internet Things J. 8 (10) (2021)
Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview. CoRR (2020)
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. INTERSPEECH (2020)
Fengquan Dong, Kun Qian, Zhao Ren, Alice Baird, Xinjian Li, Zhenyu Dai, Bo Dong, Florian Metze, Yoshiharu Yamamoto, Björn W. Schuller
Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS - The Heart Sounds Shenzhen Corpus. IEEE J. Biomed. Health Informatics 24 (7) (2020)
Yueheng Wang, Kun Qian, Jacob Nelson, Hiromichi Yagi, Akifumi Kishi, Kenji Morita, Yoshiharu Yamamoto
Can Affective Computing Better the Mental Status of the Electronic Games Player? A Perspective. LifeTech (2020)
Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
Learning Higher Representations from Pre-Trained Deep Models with Data Augmentation for the COMPARE 2020 Challenge Mask Task. INTERSPEECH (2020)
Kun Qian, Xiao Li, Haifeng Li, Shengchen Li, Wei Li, Zuoliang Ning, Shuai Yu, Limin Hou, Gang Tang, Jing Lu, Feng Li, Shufei Duan, Chengcheng Du, Yao Cheng, Yujun Wang, Lin Gan, Yoshiharu Yamamoto, Björn W. Schuller
Computer Audition for Healthcare: Opportunities and Challenges. Frontiers Digit. Health 2 (2020)
Tomoya Koike, Kun Qian, Qiuqiang Kong, Mark D. Plumbley, Björn W. Schuller, Yoshiharu Yamamoto
Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification. EMBC (2020)
Jing Han, Kun Qian, Meishu Song, Zijiang Yang, Zhao Ren, Shuo Liu, Juan Liu, Huaiyuan Zheng, Wei Ji, Tomoya Koike, Xiao Li, Zixing Zhang, Yoshiharu Yamamoto, Björn W. Schuller
An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety. CoRR (2020)
Tomoya Koike, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto
deepSELF: An Open Source Deep Self End-to-End Learning Framework. CoRR (2020)
Kun Qian, Hiroyuki Kuromiya, Zhao Ren, Maximilian Schmitt, Zixing Zhang, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
Automatic Detection of Major Depressive Disorder via a Bag-of-Behaviour-Words Approach. ISICDM (2019)
Kun Qian, Hiroyuki Kuromiya, Zixing Zhang, Jinhyuk Kim, Toru Nakamura, Kazuhiro Yoshiuchi, Björn W. Schuller, Yoshiharu Yamamoto
Teaching Machines to Know Your Depressive State: On Physical Activity in Health and Major Depressive Disorder. EMBC (2019)
Herwig Wendt, Patrice Abry, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto
Wavelet p-Leader Non Gaussian Multiscale Expansions for Heart Rate Variability Analysis in Congestive Heart Failure Patients. IEEE Trans. Biomed. Eng. 66 (1) (2019)
Kun Qian, Zhao Ren, Fengquan Dong, Wen-Hsing Lai, Björn W. Schuller, Yoshiharu Yamamoto
Deep Wavelets for Heart Sound Classification. ISPACS (2019)
Bin Chen, Koki Hatada, Keiju Okabayashi, Hiroyuki Kuromiya, Ichiro Hidaka, Yoshiharu Yamamoto, Kazumasa Togami
Group Activity Recognition to Support Collaboration in Creative Digital Space. CSCW Companion (2019)
Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
Mortality Prediction in Severe Congestive Heart Failure Patients With Multifractal Point-Process Modeling of Heartbeat Dynamics. IEEE Trans. Biomed. Eng. 65 (10) (2018)
Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
Multiscale properties of instantaneous parasympathetic activity in severe congestive heart failure: A survivor vs non-survivor study. EMBC (2017)
Yuki Miki, Yasuyuki Suzuki, Eiichi Watanabe, Junichiro Hayano, Yoshiharu Yamamoto, Taishin Nomura, Ken Kiyono
Long-range correlations in amplitude variability of HF and LF components of heart rate variability. EMBC (2016)
Toru Nakamura, Ken Kiyono, Herwig Wendt, Patrice Abry, Yoshiharu Yamamoto
Multiscale Analysis of Intensive Longitudinal Biomedical Signals and Its Clinical Applications. Proc. IEEE 104 (2) (2016)
Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Kazuhiro Yoshiuchi, Tsukasa Sasaki, Yoshiharu Yamamoto
Covariation of Depressive Mood and Spontaneous Physical Activity in Major Depressive Disorder: Toward Continuous Monitoring of Depressive Mood. IEEE J. Biomed. Health Informatics 19 (4) (2015)
Gaetano Valenza, Herwig Wendt, Ken Kiyono, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto, Patrice Abry, Riccardo Barbieri
Point-process high-resolution representations of heartbeat dynamics for multiscale analysis: A CHF survivor prediction study. EMBC (2015)
Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Yoshiharu Yamamoto
Psychobehavioral validity of self-reported symptoms based on spontaneous physical activity. EMBC (2015)
Herwig Wendt, Ken Kiyono, Patrice Abry, Junichiro Hayano, Eiichi Watanabe, Yoshiharu Yamamoto
MultiScale wavelet p-leader based heart rate variability analysis for survival probability assessment in CHF patients. EMBC (2014)
Jinhyuk Kim, Toru Nakamura, Hiroe Kikuchi, Kazuhiro Yoshiuchi, Yoshiharu Yamamoto
Co-variation of depressive mood and spontaneous physical activity evaluated by ecological momentary assessment in major depressive disorder. EMBC (2014)
Toru Nakamura, Yoshiharu Yamamoto
Behavioral organization of locomotor activity and its modeling. SCIS&ISIS (2012)
Kentaro Yamanaka, Yoshiharu Yamamoto
Single-trial EEG Power and Phase Dynamics Associated with Voluntary Response Inhibition. J. Cogn. Neurosci. 22 (4) (2010)
Yusuke Takeda, Masa-aki Sato, Kentaro Yamanaka, Daichi Nozaki, Yoshiharu Yamamoto
A generalized method to estimate waveforms common across trials from EEGs. NeuroImage 51 (2) (2010)
Yusuke Takeda, Kentaro Yamanaka, Yoshiharu Yamamoto
Temporal decomposition of EEG during a simple reaction time task into stimulus- and response-locked components. NeuroImage 39 (2) (2008)
Yusuke Takeda, Kentaro Yamanaka, Daichi Nozaki, Yoshiharu Yamamoto
Extracting a stimulus-unlocked component from EEG during NoGo trials of a Go/NoGo task. NeuroImage 41 (3) (2008)
Fumiharu Togo, Ken Kiyono, Zbigniew R. Struzik, Yoshiharu Yamamoto
Unique very low-frequency heart rate variability during deep sleep in humans. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Sergio Cerutti, Ary L. Goldberger, Yoshiharu Yamamoto
Recent Advances in Heart Rate Variability Signal Processing and Interpretation. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Ken Kiyono, Zbigniew R. Struzik, Naoko Aoyagi, Yoshiharu Yamamoto
Multiscale probability density function analysis: non-Gaussian and scale-Invariant fluctuations of healthy human heart rate. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Zbigniew R. Struzik, Junichiro Hayano, R. Soma, Shin Kwak, Yoshiharu Yamamoto
Aging of complex heart rate dynamics. IEEE Trans. Biomed. Eng. 53 (1) (2006)
Jacques Olivier Fortrat, Yoshiharu Yamamoto, Richard Lee Hughson
Respiratory influences on non-linear dynamics of heart rate variability in humans. Biol. Cybern. 77 (1) (1997)
Yoshiharu Yamamoto, Richard Lee Hughson, John R. Sutton, Charles S. Houston, Allen Cymerman, Ernest L. Fallen, Marked V. Kamath
Operation Everest II: An indication of deterministic chaos in human heart rate variability at simulated extreme altitude. Biol. Cybern. 69 (3) (1993)