Min Ki Cho#, Mengkai Sun#, Lin Shen, Haojie Zhang, Han Yu, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Abnormal Heart Sound Detection with Reinforcement Learning in Similar Environment”, in Proceedings of the First International Conference on Cyborg and Bionic Systems (ICCBS 2025), pp.1-14, Singapore, July 2025.
Haojie Zhang, Enze Li, Yang Tan, Lin Shen, Yongxin Zhang, Yilu Deng, Kun Qian*, Kezhi Li, Toru Nakamura, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “A Multi-Class Valvular Heart Disease Diagnosis System Using a Two-Stage Lightweight Model”, in Proceedings of the 2025 IEEE 14th Global Conference on Consumer Electronics (GCCE), pp.1-2, Osaka, Japan, September 2025.
Zhijing Cao#, Lin Shen#, Liuxian Ma, Xiaoxi Liu, Haojie Zhang, Yongxin Zhang, Yilu Deng, Kun Qian*, Ruolan Huang*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Somatisation Disorder Recognition by Stream Fusion with WavLM and Enhanced ResNet”, in Proceedings of the 2025 IEEE 14th Global Conference on Consumer Electronics (GCCE), pp.1-2, Osaka, Japan, September 2025.
Chenhao Wu#, Xiangjun Cai#, Haojie Zhang, Tianrui Jia, Yilu Deng, Kun Qian, Björn W. Schuller, Yoshiharu Yamamoto, and Jiang Liu, “Exploring the Power of Empirical Mode Decomposition for Sensing the Sound of Silence: A Pilot Study on Mice Autism Detection via Ultrasonic Vocalisation” in Proceedings of the 26th INTERSPEECH Conference (INTERSPEECH), pp.1-5, Rotterdam, The Netherlands, August 2025.
Zijing Yang*, Meishu Song, Xin Jing, Haojie Zhang, Kun Qian, Bin Hu, Kota Tamada, Toru Takumi, Björn W. Schuller, and Yoshiharu Yamamoto, “MAD-UV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge”, in Proceedings of the 26th INTERSPEECH Conference (INTERSPEECH), Challenge Baseline, Challenge Page, pp.1-5, Rotterdam, The Netherlands, August 2025.
Yang Tan, Haojie Zhang, Yi Chang, Qingrong Wu, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “A Latent Diffusion Model for Heart Sound Synthesis”, in Proceedings of the 2025 4th International Symposium on Computer Applications and Information Technology (ISCAIT 2025), pp.1314-1319, Xi’an, China, March 2025.
Lujundong Li#, Tong Xia#, Haojie Zhang, Dongchen He, Kun Qian*, Yoshiharu Yamamoto, Björn W. Schuller, Bin Hu*, and Cecilia Mascolo, “ECG-DPM: Electrocardiogram Generation via a Spectrogram-Based Diffusion Probabilistic Model”, in Proceedings of IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), pp.300-305, Denarau, Fiji, December 2024.
Miao Liu#, Haojie Zhang#, Kun Qian*, Bin Hu, Toru Nakamura, Taishin Nomura, Jian Zhang, Zhangguo Tang, Björn W. Schuller, Yoshiharu Yamamoto, and Huanzhou Li*, “Advancing Metadata-Convolutional with Multi-Supervised Contrastive Learning and Metadata Insights for Respiratory Sound Analysis”, in Proceedings of Conference on Sound and Music Technology (CSMT), pp.25-36, Wuhan, China, October 2024.
Peng Gao#, Haojie Zhang#, Lin Shen, Yongxin Zhang, Jiang Liu, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Clearer Lub-Dub: A Novel Approach in Heart Sound Denoising Based on Transfer Learning”, in Proceedings of IEEE International Conference on E-Health Networking, Applications and Services (HealthCom), pp.1-5, Nara, Japan, November 2024.
Qingrong Wu#, Mengkai Sun#, Haojie Zhang, Yongxin Zhang, Yiming Liu, Boyang Meng, Kun Qian*, Bin Hu*, Toru Nakamura, Taishin Nomura, Björn W. Schuller, and Yoshiharu Yamamoto, “Inspiration of Prototype Knowledge: Introducing a Meta-Learning Approach to Heart Sound Classification”, in Proceedings of IEEE International Conference on E-Health Networking, Applications and Services (HealthCom), pp.1-6, Nara, Japan, November 2024.
Mengkai Sun, Haojie Zhang, Kun Qian*, and Bin Hu*, “LIF-ProtoNet: Prototypical Network with Leaky Integrate-and-Fire Neuron and squeeze-and-excitation blocks for bioacoustic event detection”, Technical Report for DCASE2024 Challenge, pp.1-4, Tokyo, Japan, October 2024.
Xiaoyu Shen#, Wanyong Qiu#, Haojie Zhang, Kun Qian*, Yongzi Yu, and Bin Hu*, “面向心音识别的自监督联邦学习 (Self-supervised Federated Learning for Heart Sound Recognition)”, in Proceedings of the 19th National Conference on Man-Machine Speech Communication (NCMMSC), pp.1-8, Urumqi, China, August 2024.
Liuxian Ma#, Lin Shen#, Ruobing Li, Haojie Zhang, Kun Qian*, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition”, in Proceedings of the 25th INTERSPEECH Conference (INTERSPEECH), pp.4293-4297, Kos Island, Greece, September 2024.
Xihang Qiu#, Lixian Zhu#, Zikai Song, Zeyu Chen, Haojie Zhang, Kun Qian*, Ye Zhang*, Bin Hu*, Yoshiharu Yamamoto, and Björn W. Schuller, “Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification”, in Proceedings of the 25th INTERSPEECH Conference (INTERSPEECH), pp.137-141, Kos Island, Greece, September 2024.
Jiahao Ji#, Lixian Zhu#, Haojie Zhang, Kun Qian*, Kele Xu, Zikai Song, Bin Hu*, Björn W. Schuller, and Yoshiharu Yamamoto, “Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model”, in Proceedings of European Signal Processing Conference (EUSIPCO), pp.326-330, Lyon, France, August 2024.
Chengyu Yuan, Hao Xiong*, Guoqing Shangguan, Hualei Shen*, Dong Liu, Haojie Zhang, Zhonghua Liu, Kun Qian, Bin Hu, Björn W. Schuller, Yoshiharu Yamamoto, and Shlomo Berkovsky, “Deep Fusion of Shifted MLP and CNN For Medical Image Segmentation”, in Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.1676-1680, Seoul, Korea, April 2024.
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, and Yoshiharu Yamamoto*, “Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction”, in Proceedings of IEEE International Conference on Data Mining Workshops (ICDMW), pp.1299-1305, Shanghai, China, December 2023.
Haojie Zhang, Kun Qian*, Lin Shen, Lujundong Li, Kele Xu*, and Bin Hu*, “From Noise To Sound: Audio Synthesis Via Diffusion Models”, Technical Report for DCASE2023 Challenge, pp. 1-4, Tampere, Finland, September 2023.