Multi-Task Learning for Audio-Based Infant Cry Detection and Reasoning

被引：0
|
作者：
Xia, Ming [1 ]
Huang, Dongmin [1 ]
Wang, Wenjin [1 ]
机构：
[1] Southern University of Science and Technology, Department of Biomedical Engineering, Shenzhen,518055, China
来源：
IEEE Journal of Biomedical and Health Informatics | 2024年 / 28卷 / 12期
关键词：
D O I：
10.1109/JBHI.2024.3454097
中图分类号：
学科分类号：
摘要：
62
引用
下载
收藏
页码：7434 / 7446
相关论文
共 50 条
  • [1] Convolutional Neural Networks for Audio-Based Continuous Infant Cry Monitoring at Home
    Xie, Jiali
    Long, Xi
    Otte, Renee A.
    Shan, Caifeng
    IEEE SENSORS JOURNAL, 2021, 21 (24) : 27710 - 27717
  • [2] Deep multi-task learning based detection of correlated mental disorders using audio modality
    Gupta, Rohan Kumar
    Sinha, Rohit
    COMPUTER SPEECH AND LANGUAGE, 2025, 89
  • [3] An Analogical Reasoning Method Based on Multi-task Learning with Relational Clustering
    Li, Shuyi
    Wu, Shaojuan
    Zhang, Xiaowang
    Feng, Zhiyong
    COMPANION OF THE WORLD WIDE WEB CONFERENCE, WWW 2023, 2023, : 144 - 147
  • [4] Hateful Memes Detection Based on Multi-Task Learning
    Ma, Zhiyu
    Yao, Shaowen
    Wu, Liwen
    Gao, Song
    Zhang, Yunqi
    MATHEMATICS, 2022, 10 (23)
  • [5] Spectrogram based multi-task audio classification
    Zeng, Yuni
    Mao, Hua
    Peng, Dezhong
    Yi, Zhang
    MULTIMEDIA TOOLS AND APPLICATIONS, 2019, 78 (03) : 3705 - 3722
  • [6] Spectrogram based multi-task audio classification
    Yuni Zeng
    Hua Mao
    Dezhong Peng
    Zhang Yi
    Multimedia Tools and Applications, 2019, 78 : 3705 - 3722
  • [7] Binaural Audio Generation via Multi-task Learning
    Li, Sijia
    Liu, Shiguang
    Manocha, Dinesh
    ACM TRANSACTIONS ON GRAPHICS, 2021, 40 (06):
  • [8] A multi-task based deep learning approach for intrusion detection
    Liu, Qigang
    Wang, Deming
    Jia, Yuhang
    Luo, Suyuan
    Wang, Chongren
    KNOWLEDGE-BASED SYSTEMS, 2022, 238
  • [9] WEIGHTED AND MULTI-TASK LOSS FOR RARE AUDIO EVENT DETECTION
    Huy Phan
    Krawczyk-Becker, Martin
    Gerkmann, Timo
    Mertins, Alfred
    2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2018, : 336 - 340
  • [10] MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning
    Xu, Xiaogang
    Zhao, Hengshuang
    Vineet, Vibhav
    Lim, Ser-Nam
    Torralba, Antonio
    COMPUTER VISION - ECCV 2022, PT XXVII, 2022, 13687 : 304 - 321
12345