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portfolio
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publications
End-to-End Post-filter for Speech Separation with Deep Attention Fusion Features
Published in , 1900
Cunhang Fan; Jianhua Tao; Bin Liu; Jiangyan Yi; Zhengqi Wen; Xuefei Liu, End-to-End Post-filter for Speech Separation with Deep Attention Fusion Features, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2020, 28:1303-1314.paper
VLP2MSA: Expanding vision-language pre-training to multimodal sentiment analysis
Published in Knowledge-Based Systems, 1900
Guofeng Yi; Cunhang Fan#; Kang Zhu; Zhao Lv; Shan Liang; Zhengqi Wen; Guanxiong Pei; Taihao Li; Jianhua Tao, VLP2MSA: Expanding vision-language pre-training to multimodal sentiment analysis, Knowledge-Based Systems, 2024, 283: 111136.(Corresponding author)
SpecMNet: Spectrum mend network for monaural speech enhancement
Published in , 1900
Cunhang Fan; Hongmei Zhang; Jiangyan Yi; Zhao Lv; Jianhua Tao; et al, SpecMNet: Spectrum mend network for monaural speech enhancement, Applied Acoustics, 2022, 194: 108792.paper
Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features
Published in the 20th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2019
Cunhang Fan, Bin Liu, Jianhua Tao, Jiangyan Yi, Zhengqi Wen, Discriminative Learning for Monaural Speech Separation Using Deep Embedding Features, the 20th Annual Conference of the International Speech Communication Association (INTERSPEECH 2019), Graz, 2019, 4599-4604.paper
Gated Recurrent Fusion of Spatial and Spectral Features for Multi-channel Speech Separation with Deep Embedding Representations
Published in the 21th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2020
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Gated Recurrent Fusion of Spatial and Spectral Features for Multi-channel Speech Separation with Deep Embedding Representations, the 21th Annual Conference of the International Speech Communication Association (INTERSPEECH 2020), Shanghai, 2020, 3321-3325.paper
Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations
Published in the 21th Annual Conference of the International Speech Communication Association (INTERSPEECH), 2020
Cunhang Fan, Jianhua Tao, Bin Liu, Jiangyan Yi, Zhengqi Wen, Joint Training for Simultaneous Speech Denoising and Dereverberation with Deep Embedding Representations, the 21th Annual Conference of the International Speech Communication Association (INTERSPEECH 2020), Shanghai, 2020, 4536-4540.paper
Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021
Cunhang Fan; Jiangyan Yi; Jianhua Tao; Zhengkun Tian; Bin Liu; Zhengqi Wen, Gated Recurrent Fusion with Joint Training Framework for Robust End-to-End Speech Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2021, 29:198-209.paper
Csenet: Complex Squeeze-and-Excitation Network for Speech Depression Level Prediction
Published in 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022
Cunhang Fan, Zhao Lv, Shengbing Pei, Mingyue Niu, Csenet: Complex Squeeze-and-Excitation Network for Speech Depression Level Prediction, 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Singapore, 2022, pp. 546-550.
Low-quality training data detection method of EEG signals for motor imagery BCI system[J]
Published in Journal of Neuroscience Methods, 2022
Rui Ouyang, Zihao Jin, Shuhao Tang, Cunhang Fan# and Xiaopei Wu. Low-quality training data detection method of EEG signals for motor imagery BCI system[J]. Journal of Neuroscience Methods, 2022, 376: 109607.(Corresponding author)paper
Two-stage deep spectrum fusion for noise-robust end-to-end speech recognition
Published in Applied Acoustics, 2023
Cunhang Fan; Mingming Ding; Jiangyan Yi; Jinpeng Li; Zhao Lv, Two-stage deep spectrum fusion for noise-robust end-to-end speech recognition, Applied Acoustics, 2023,212: 109547.
LEARNING FROM YOURSELF: A SELF-DISTILLATION METHOD FOR FAKE SPEECH DETECTION
Published in 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
Jun Xue,Cunhang Fan#, Jiangyan Yi, Chenglong Wang, Zhengqi Wen, Dan Zhang and Zhao Lv, LEARNING FROM YOURSELF: A SELF-DISTILLATION METHOD FOR FAKE SPEECH DETECTION, 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, 2023, pp. 1-5.(Corresponding author)
CompNet: Complementary network for single-channel speech enhancement
Published in Neural Networks, 2023
Cunhang Fan; Hongmei Zhang; Andong Li; Wang Xiang; Chengshi Zheng; Zhao Lv; Xiaopei Wu, CompNet: Complementary network for single-channel speech enhancement, Neural Networks, 2023, 168:508-517.paper
Subband Fusion of Complex Spectrogram for Fake Speech Detection
Published in Speech Communication, 2023
Cunhang Fan; Jun Xue; Shunbo Dong; Mingming Ding; Jiangyan Yi; Jinpeng Li; Zhao Lv, Subband Fusion of Complex Spectrogram for Fake Speech Detection, Speech Communication, 2023, 155: 102988.paper
Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion
Published in Proceedings of the AAAI Conference on Artificial Intelligence, 2024
Cunhang Fan; Yujie Chen; Jun Xue; Yonghui Kong; Jianhua Tao; Zhao Lv. Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion. Proceedings of the AAAI Conference on Artificial Intelligence, 2024, 38(8), 8380-8388.paper
ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition
Published in Biomedical Signal Processing and Control, 2024
Cunhang Fan; Heng Xie, Jianhua Tao, Yongwei Li, Guanxiong Pei, Taihao Li, Zhao Lv, ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition, Biomedical Signal Processing and Control, 2024, 87: 105422.
Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection
Published in IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024
Cunhang Fan; Mingming Ding; Jianhua Tao; Ruibo Fu; Jiangyan Yi; Zhengqi Wen; Zhao Lv, Dual-Branch Knowledge Distillation for Noise-Robust Synthetic Speech Detection. IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.
Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection
Published in International Joint Conference on Artificial Intelligence (IJCAI), 2024
Qinke Ni; Hongyu Zhang; Cunhang Fan#; Shengbing Pei; Chang Zhou; Zhao Lv, DBPNet: Dual-Branch Parallel Network with Temporal-Frequency Fusion for Auditory Attention Detection. International Joint Conference on Artificial Intelligence (IJCAI 2024). (Corresponding author)
Light-weight residual convolution-based capsule network for EEG emotion recognition
Published in Advanced Engineering Informatics, 2024
Cunhang Fan; Jinqin Wang; Wei Huang; Xiaoke Yang; Guangxiong Pei; Taihao Li; Zhao Lv. Light-weight residual convolution-based capsule network for EEG emotion recognition. Advanced Engineering Informatics, 2024, Volume 61, 102522.
Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection
Published in Neural Networks, 2024
Cunhang Fan; Jun Xue; Jianhua Tao; Jiangyan Yi; Chenglong Wang; Chengshi Zheng; Zhao Lv, Spatial Reconstructed Local Attention Res2Net with F0 Subband for Fake Speech Detection. Neural Networks, 2024, Volume 175, 106320.
talks
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Chairs =========
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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