@inproceedings{tan2025latent,
title={A Latent Diffusion Model for Heart Sound Synthesis},
author={Tan, Yang and Zhang, Haojie and Chang, Yi and Wu, Qingrong and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. ISCAIT},
pages={1--6},
year={2025},
address={Xi'an, China}
}
@misc{yang2025maduv1stinterspeechmice,
title={MAD-UV: The 1st INTERSPEECH Mice Autism Detection via Ultrasound Vocalization Challenge},
author={Zijiang Yang and Meishu Song and Xin Jing and Haojie Zhang and Kun Qian and Bin Hu and Kota Tamada and Toru Takumi and Björn W. Schuller and Yoshiharu Yamamoto},
year={2025},
eprint={2501.04292},
archivePrefix={arXiv},
primaryClass={cs.SD},
url={https://arxiv.org/abs/2501.04292},
}
@inproceedings{li2024ecg,
title={ECG-DPM: Electrocardiogram Generation via a Spectrogram-Based Diffusion Probabilistic Model},
author={Li, Lujundong and Xia, Tong and Zhang, Haojie and He, Dongchen and Qian, Kun and Yamamoto, Yoshiharu and Schuller, Bj{\"o}rn W and Hu, Bin and Mascolo, Cecilia},
booktitle={Proc. UIC},
pages={1--6},
year={2024},
address={Nadi, Fiji},
organization={IEEE}
}
@inproceedings{liu2024advancing,
title={Advancing Metadata-Convolutional with Multi-Supervised Contrastive Learning and Metadata Insights for Respiratory Sound Analysis},
author={Liu, Miao and Zhang, Haojie and Qian, Kun and Hu, Bin and Nakamura, Toru and Nomura, Taishin and Zhang, Jian and Tang, Zhangguo and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu and Li, Huanzhou},
booktitle={Proc. CSMT},
pages={1--12},
year={2024},
address={Wuhan, China},
}
@inproceedings{gao2024lubdub,
title={Clearer Lub-Dub: A Novel Approach in Heart Sound Denoising Based on Transfer Learning},
author={Gao, Peng and Zhang, Haojie and Shen, Lin and Zhang, Yongxin and Liu, Jiang and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. HealthCom},
pages={1--6},
year={2024},
address={Nara, Japan},
organization={IEEE}
}
@inproceedings{wu2024prototype,
title={Inspiration of Prototype Knowledge: Introducing a Meta-Learning Approach to Heart Sound Classification},
author={Wu, Qingrong and Sun, Mengkai and Zhang, Haojie and Zhang, Yongxin and Liu, Yiming and Meng, Boyang and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. HealthCom},
pages={1--5},
year={2024},
address={Nara, Japan},
organization={IEEE}
}
@techreport{sun2024lif,
title={LIF-ProtoNet: Prototypical Network with Leaky Integrate-and-Fire Neuron and squeeze-and-excitation blocks for bioacoustic event detection},
author={Sun, Mengkai and Zhang, Haojie and Qian, Kun and Hu, Bin},
institution={DCASE2024 Challenge},
year={2024},
pages={1--4},
address={Tokyo, Japan}
}
@inproceedings{shen2024supervised,
title={Self-supervised federated learning for heart sound recognition},
author={Shen, Xiaoyu and Qiu, Wanyong and Zhang, Haojie and Qian, Kun and Yu, Yongzi and Hu, Bin},
booktitle={Proc. NCMMSC},
pages={1--8},
year={2024},
address={Urumqi, China}
}
@inproceedings{ma2024odn,
title={E-ODN: An Emotion Open Deep Network for Generalised and Adaptive Speech Emotion Recognition},
author={Ma, Liuxian and Shen, Lin and Li, Ruobing and Zhang, Haojie and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. INTERSPEECH},
pages={4293--4297},
year={2024},
address={Kos Island, Greece}
}
@inproceedings{qiu2024study,
title={Study Selectively: An Adaptive Knowledge Distillation based on a Voting Network for Heart Sound Classification},
author={Qiu, Xihang and Zhu, Lixian and Song, Zikai and Chen, Zeyu and Zhang, Haojie and Qian, Kun and Zhang, Ye and Hu, Bin and Yamamoto, Yoshiharu and Schuller, Bj{\"o}rn W},
booktitle={Proc. INTERSPEECH},
pages={137--141},
year={2024},
address={Kos Island, Greece}
}
@inproceedings{ji2024weight,
title={Weight Light, Hear Right: Heart Sound Classification with a Low-Complexity Model},
author={Ji, Jiahao and Zhu, Lixian and Zhang, Haojie and Qian, Kun and Xu, Kele and Song, Zikai and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. EUSIPCO},
pages={326--330},
year={2024},
organization={IEEE},
address={Lyon, France}
}
@inproceedings{yuan2024deep,
title={Deep Fusion of Shifted MLP and CNN for Medical Image Segmentation},
author={Yuan, Chengyu and Xiong, Hao and Shangguan, Guoqing and Shen, Hualei and Liu, Dong and Zhang, Haojie and Liu, Zhonghua and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu and Berkovsky, Shlomo},
booktitle={Proc. ICASSP},
pages={1676--1680},
year={2024},
organization={IEEE},
address={Seoul, Korea}
}
@inproceedings{song2023crossmodal,
author={Song, Meishu and Yang, Zijiang and Triantafyllopoulos, Andreas and Nakamura, Toru and Zhang, Yongxin and Ren, Zhao and Takeuchi, Hiroki and Kishi, Akifumi and Ishizawa, Tetsuro and Yoshiuchi, Kazuhiro and Zhang, Haojie and Qian, Kun and Hu, Bin and Schuller, Bj{\"o}rn W and Yamamoto, Yoshiharu},
booktitle={Proc. ICDMW},
title={Crossmodal Transformer on Multi-Physical Signals for Personalised Daily Mental Health Prediction},
year={2023},
pages={1299--1305},
organization={IEEE},
address={Shanghai, China}
}
@techreport{zhang2023noise,
title={From Noise to Sound: Audio Synthesis Via Diffusion Models},
author={Zhang, Haojie and Qian, Kun and Shen, Lin and Li, Lujundong and Xu, Kele and Hu, Bin},
institution ={DCASE2023 Challenge},
year = {2023},
pages={1--4},
address={Tampere, Finland}
}