近期论文
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Selected Publications
*: Corresponding Author, #: Co-First Author.
Kun Qian*, Zixing Zhang, Yoshiharu Yamamoto, and Bj?rn W. Schuller, “Artificial Intelligence Internet of Things for the Elderly: From Assisted Living to Health-Care Monitoring”, IEEE Signal Processing Magazine (IF-2022: 14.9), vol.38, no.4, pp.78-88, 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, and Bj?rn W. Schuller, “Computer Audition for Fighting the SARS-CoV-2 Corona Crisis — Introducing the Multi-task Speech Corpus for COVID-19”, IEEE Internet of Things Journal (IF-2022: 10.6), vol.8, no.21, pp.16035-16046, 2021.
Kun Qian*, Tomoya Koike, Kazuhiro Yoshiuchi, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Can Appliances Understand the Behaviour of Elderly via Machine Learning? A Feasibility Study”, IEEE Internet of Things Journal (IF-2022: 10.6), vol.8, no.10, pp.8343-8355, 2021.
Zixing Zhang, Ding Liu, Jing Han, Kun Qian*, and Bj?rn W. Schuller, “Learning Audio Sequence Representations for Acoustic Event Classification”, Expert Systems with Applications (IF-2022: 8.5), vol.178, no.115007, pp.1-11, 2021.
Kun Qian*#, Tomoya Koike#, Toru Nakamura, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Learning Multimodal Representations for Drowsiness Detection”, IEEE Transactions on Intelligent Transportation Systems (IF-2022: 8.5), vol.23, no.8, pp.11539-11548, 2022.
Fengquan Dong#, Kun Qian*#, Zhao Ren*, Alice Baird, Xinjian Li, Zhenyu Dai, Bo Dong, Florian Metze, Yoshiharu Yamamoto, and Bj?rn W. Schuller, “Machine Listening for Heart Status Monitoring: Introducing and Benchmarking HSS–the Heart Sounds Shenzhen Corpus”, IEEE Journal of Biomedical and Health Informatics (IF-2022: 7.7), vol.24, no.7, pp.2082-2092, 2020.
Kun Qian*, Christoph Janott, Maximilian Schmitt, Zixing Zhang, Clemens Heiser, Werner Hemmert, Yoshiharu Yamamoto, and Bj?rn W. Schuller, “Can Machine Learning Assist Locating the Excitation of Snore Sound? A Review”, IEEE Journal of Biomedical and Health Informatics (IF-2022: 7.7), vol.25, no.4, pp.1233-1246, 2021.
Liang Zhang*#, Kun Qian#, Jun Huang, Mao Liu, and Yasushi Shibuta, “Molecular Dynamics Simulation and Machine Learning of Mechanical Response in Non-equiatomic FeCrNiCoMn High Entropy Alloy”, Journal of Materials Research and Technology (IF-2022: 6.4), vol.13, pp.2043-2054, 2021.
Zengjie Zhang, Kun Qian*, Bj?rn W. Schuller, and Dirk Wollherr, “An Online Robot Collision Detection and Identification Scheme by Supervised Learning and Bayesian Decision Theory”, IEEE Transactions on Automation Science and Engineering (IF-2022: 5.6), vol.18, no.3, pp.1144-1156, 2021.
Lixian Zhu, Wanyong Qiu, Yu Ma, Fuze Tian, Mengkai Sun, Zhihua Wang, Kun Qian*, Bin Hu*, Yoshiharu Yamamoto, Bj?rn W. Schuller, “LEPCNet: A lightweight End-to-End PCG Classification Neural Network Model for Wearable Devices”, IEEE Transactions on Instrumentation & Measurement (IF-2022: 5.6), pp.1-12, in press, 2023.
EI Journal paper
Selected Publications
*: Corresponding Author, #: Co-First Author.
Yongzi Yu, Wanyong Qiu, Chen Quan, Kun Qian*, Zhihua Wang, Yu Ma, Bin Hu*, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Federated Intelligent Terminals Facilitate Stuttering Monitoring”,in Proceedings of ICASSP, in press, pp.1-5, Rhodes Island, Greek, June 2023.
Meishu Song, Andreas Triantafyllopoulos, Zijiang Yang, Hiroki Takeuchi, Toru Nakamura, Akifumi Kishi, Tetsuro Ishizawa, Kazuhiro Yoshiuchi, Xin Jing, Zhonghao Zhao, Vincent Karas, Kun Qian*, Bin Hu, Bj?rn W. Schuller, and Yoshiharu Yamamoto*, “Daily Mental Health Monitoring From Speech: A Real-World Japanese Dataset and Multitask Learning Analysis”, in Proceedings of ICASSP, in press, pp.1-5, Rhodes Island, Greek, June 2023.
Kun Qian*, Tanja Schultz, and Bj?rn W. Schuller, “An Overview of the First ICASSP Special Session on Computer Audition for Healthcare”, in Proceedings of ICASSP, pp. 9002-9006, Singapore, May 2022.
Shuai Yu, Yiwei Ding, Kun Qian*, Bin Hu*, Wei Li, Bj?rn W. Schuller, “A Glance-and-Gaze Network for Respiratory Sound Classification”, in Proceedings of ICASSP, pp. 9007-9011, Singapore, May 2022.
Wanyong Qiu, Kun Qian*, Zhihua Wang, Yi Chang, Zhihao Bao, Bin Hu*, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “A Federated Learning Paradigm for Heart Sound Classification”, in Proceedings of EMBC, pp. 1045-1048, Glasgow, Scotland, UK, July 2022.
Lixian Zhu, Kun Qian*, Zhihua Wang, Bin Hu*, Yoshiharu Yamamoto, and Bj?rn W. Schuller, “Heart Sound Classification based on Residual Shrinkage Networks”, in Proceedings of EMBC, pp. 4469-4472, Glasgow, Scotland, UK, July 2022.
Kun Qian*, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Recent Advances in Computer Audition for Diagnosing COVID-19: An Overview”, in Proceedings of LifeTech, pp. 185-186, Nara, Japan, March 2021.
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, and Bj?rn W. Schuller, “An Early Study on Intelligent Analysis of Speech under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety”, in Proceedings of INTERSPEECH, pp. 4946-4950, Shanghai, China, October 2020.
Tomoya Koike, Kun Qian*, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Learning Higher Representations from pre-trained Deep Models with Data Augmentation for the ComParE 2020 Challenge Mask Task”, in Proceedings of INTERSPEECH, pp. 2047-2051, Shanghai, China, October 2020.
Tomoya Koike, Kun Qian*, Qiuqiang Kong, Mark D. Plumbley, Bj?rn W. Schuller, and Yoshiharu Yamamoto, “Audio for Audio is Better? An Investigation on Transfer Learning Models for Heart Sound Classification”, in Proceedings of EMBC, pp. 74-77, Montréal, Canada, July 2020.
中文论文
钱昆，董逢泉，任昭，戴振宇，董博，博雅恩，“心音识别的机遇与挑战：深圳心音数据库简介”，《复旦学报》（自然科学版），59 (3), 354-359.
乔玉，钱昆，赵子平，“基于机器听觉的鸟声识别的中文研究综述”，《复旦学报》（自然科学版），59 (3), 375-380.
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