Shengchen Li

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 40

Top Venues

Queen Mary University of London, UK (PHD)

Education History

Queen Mary University of London, UK

PHD

Publications

Yizhou Tan, Haojun Ai, Shengchen Li, Mark D. Plumbley
Acoustic Scene Classification Across Cities and Devices via Feature Disentanglement. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Fuyu Gu, Yang Gu, Yiyan Xu, Haoran Sun, Yushan Pan, Shengchen Li, Haiyang Zhang
Language-based Audio Retrieval with GPT-Augmented Captions and Self-Attended Audio Clips. CSCWD (2024)
Yiqiang Cai, Peihong Zhang, Shengchen Li
TF-SepNet: An Efficient 1D Kernel Design in Cnns for Low-Complexity Acoustic Scene Classification. ICASSP (2024)
Yiqiang Cai, Peihong Zhang, Shengchen Li
TF-SepNet: An Efficient 1D Kernel Design in CNNs for Low-Complexity Acoustic Scene Classification. CoRR (2023)
Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. INTERSPEECH (2023)
Kun Qian, Gyorgy Fazekas, Shengchen Li, Zijin Li, Björn W. Schuller
Editorial: Human-centred computer audition: sound, music, and healthcare. Frontiers Digit. Health 5 (2023)
Yuqiang Li, Shengchen Li, George Fazekas
An Comparative Analysis of Different Pitch and Metrical Grid Encoding Methods in the Task of Sequential Music Generation. CoRR (2023)
Yizhou Tan, Haojun Ai, Shengchen Li, Feng Zhang
Transductive Feature Space Regularization for Few-shot Bioacoustic Event Detection. INTERSPEECH (2023)
Yuqiang Li, Shengchen Li, George Fazekas
How Music features and Musical Data Representations Affect Objective Evaluation of Music Composition: A Review of CSMT Data Challenge 2020. ISMIR (2022)
Ruowei Xing, Shengchen Li
Extract fundamental frequency based on CNN combined with PYIN. CoRR (2022)
Jingyi Wang, Shengchen Li
Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers. CoRR (2022)
Haojun Ai, Jingjie Tao, Shan Ai, Tianshui Xu, Ning Li, Kaifeng Tang, Sheng Zhang, Yuhong Yang, Shengchen Li
Error model and simulation for multisource fusion indoor positioning. Int. J. Intell. Syst. 37 (3) (2022)
Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang
Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention. CoRR (2022)
Yiqiang Cai, Shengchen Li
Determining Ratio of Prunable Channels in MobileNet by Sparsity for Acoustic Scene Classification. CoRR (2022)
Haojun Ai, Xu Sun, Jingjie Tao, Mengyun Liu, Shengchen Li
DRVAT: Exploring RSSI series representation and attention model for indoor positioning. Int. J. Intell. Syst. 37 (7) (2022)
Peiran Yan, Shengchen Li
An investigation on selecting audio pre-trained models for audio captioning. CoRR (2022)
Ziyuan Yin, Shengchen Li
Wireless Radar Breath Detection with Empirical Mode Decomposition Method. SPML (2022)
Qian Shi, Mengxi Liu, Shengchen Li, Xiaoping Liu, Fei Wang, Liangpei Zhang
A Deeply Supervised Attention Metric-Based Network and an Open Aerial Image Dataset for Remote Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shengchen Li, Ke Tian, Rui Wang
Unsupervised Heart Abnormality Detection Based on Phonocardiogram Analysis with Beta Variational Auto-Encoders. ICASSP (2021)
Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning. DCASE (2021)
Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang
An Encoder-Decoder Based Audio Captioning System With Transfer and Reinforcement Learning. CoRR (2021)
Shengchen Li, Ke Tian, Rui Wang
Unsupervised heart abnormality detection based on phonocardiogram analysis with Beta Variational Auto-Encoders. CoRR (2021)
Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
Peking Opera Synthesis via Duration Informed Attention Network. CoRR (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)
Kun Chen, Yusong Wu, Ziyue Wang, Xuan Zhang, Fudong Nian, Shengchen Li, Xi Shao
Audio Captioning Based on Transformer and Pre-Trained CNN. DCASE (2020)
Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
Peking Opera Synthesis via Duration Informed Attention Network. INTERSPEECH (2020)
Yuanbo Hou, Frank K. Soong, Jian Luan, Shengchen Li
Transfer Learning for Improving Singing-voice Detection in Polyphonic Instrumental Music. CoRR (2020)
Yuanbo Hou, Frank K. Soong, Jian Luan, Shengchen Li
Transfer Learning for Improving Singing-Voice Detection in Polyphonic Instrumental Music. INTERSPEECH (2020)
Shengchen Li, Yinji Jing, Georgy Fazekas
A novel dataset for the identification of computer generated melodies in the CSMT challenge. CoRR (2020)
Yusong Wu, Shengchen Li, Chengzhu Yu, Heng Lu, Chao Weng, Liqiang Zhang, Dong Yu
Synthesising Expressiveness in Peking Opera via Duration Informed Attention Network. CoRR (2019)
Jun Wang, Shengchen Li, Wenwu Wang
SVD-Based Channel Pruning for Convolutional Neural Network in Acoustic Scene Classification Model. ICME Workshops (2019)
Yuanbo Hou, Qiuqiang Kong, Shengchen Li, Mark D. Plumbley
Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering. ICASSP (2019)
Yuanbo Hou, Qiuqiang Kong, Shengchen Li, Mark D. Plumbley
Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering. CoRR (2019)
Zhitong Li, Yuanbo Hou, Xiang Xie, Shengchen Li, Liqiang Zhang, Shixuan Du, Wei Liu
Multi-level Attention Model with Deep Scattering Spectrum for Acoustic Scene Classification. ICME Workshops (2019)
Yuanbo Hou, Qiuqiang Kong, Shengchen Li
Audio Tagging With Connectionist Temporal Classification Model Using Sequentially Labelled Data. CSPS (2) (2018)
Yuanbo Hou, Qiuqiang Kong, Jun Wang, Shengchen Li
Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units. CoRR (2018)
Yuanbo Hou, Qiuqiang Kong, Shengchen Li
Audio Tagging With Connectionist Temporal Classification Model Using Sequential Labelled Data. CoRR (2018)
Jun Wang, Shengchen Li
Comparing the Influence of Depth and Width of Deep Neural Network Based on Fixed Number of Parameters for Audio Event Detection. ICASSP (2018)
Yuanbo Hou, Qiuqiang Kong, Jun Wang, Shengchen Li
Polyphonic audio tagging with sequentially labelled data using CRNN with learnable gated linear units. DCASE (2018)
Shengchen Li, Simon Dixon, Mark D. Plumbley
Clustering Expressive Timing with Regressed Polynomial Coefficients Demonstrated by a Model Selection Test. ISMIR (2017)
Shengchen Li, Dawn A. A. Black, Mark D. Plumbley
The Clustering of Expressive Timing Within a Phrase in Classical Piano Performances by Gaussian Mixture Models. CMMR (2015)
Katerina Kosta, Shengchen Li
2013 Performance Studies Network International Conference. Comput. Music. J. 38 (2) (2014)
Dan Liu, Shengchen Li, Tianchi Yang
Competitive Business Model in Audio-book Industry: A Case of China. J. Softw. 7 (1) (2012)

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Publication Activity (10 Years)

Top Topics

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Shengchen Li