季春艳查看源代码讨论查看历史
|
季春艳，女，北京师范大学-香港浸会大学联合国际学院助理教授。
人物简历
季春艳博士本科毕业于华东师范大学，在美国佐治亚州立大学获得硕士和博士学位。在攻读博士之前，她在美国工业界工作10年，于UIC担任教职10年，曾获第一届UIC校长教学奖和南粤优秀教师荣誉。
主要任职
计算机科学与技术
交叉任职
人工智能
研究领域
机器学习/深度学习
声音事件检测/音频信号处理/婴幼儿哭声语音预测
生物信息学（疾病预测，药物靶向预测）
教学数据挖掘与分析
教授课程
GTSC2093 IT for Success in Everyday Life and Work
AI1013 Object-Oriented Programming
COMP1023 Foundations of C Programming
COMP3013 Database Management Systems
学术成果
著作文章
1. Ji, C., Jiao, Y., Chen, M., Pan, Y. (2022). Infant Cry Classification Based-On Feature Fusion and Mel-Spectrogram Decomposition with CNNs. In: Pan, X., Jin, T., Zhang, LJ. (eds) Artificial Intelligence and Mobile Services – AIMS 2022. AIMS 2022. Lecture Notes in Computer Science, vol 13729. Springer, Cham. https://doi.org/10.1007/978-3-031-23504-7_10
2. Chunyan Ji, Yi Pan, “Infant Vocal Tract Development Analysis and Diagnosis by Cry Signals with CNN Age Classification”, the 11th Conference on Speech Technology and Human-Computer Dialogue, 2021. 3. Chunyan Ji, Ming Chen, Bin Li, Yi Pan, “Infant Cry Classification with Graph Convolutional Networks,” 2021 IEEE 6th International Conference on Computer and Communication Systems (ICCCS), 2021, pp. 322-327. 4. Chunyan Ji, T.B. Mudiyanselage, Yutong Gao, Yi Pan, “A review of infant cry analysis and classification.” J AUDIO SPEECH MUSIC PROC. 2021, 8 (2021). 5. Chunyan Ji, Sunitha Basodi, Xueli Xiao, Yi Pan, “Infant Sound Classification on Multi-stage CNNs with Hybrid Features and Prior Knowledge”. Artificial Intelligence and Mobile Services – AIMS 2020. AIMS 2020. Lecture Notes in Computer Science, vol 12401. Springer, Cham.
获奖情况
2019 最佳论文 in the 5th IEEE International Conference on Smart Data, 2019
2017 广东省精品教材荣誉
2015 广东省南粤优秀教师荣誉
2015 北师大-香港浸会大学联合国际学院校长教学奖
科研项目
UIC Start-up Research Fund (2022-2025)[1]