A Robust and Lightweight Environmental Sound Classification Technique with Adaptation to Microphone for AIoT Sound Sensing. - Lujie Peng; Longke Yan; Junyu Yang; Zhiyi Chen; Jun Zhou 017 (ISOCC, 2022)

LCSED: A low complexity CNN based SED model for IoT devices. - Mingxue Yang; Lujie Peng; Li Liu; Yujiang Wang 003; Zhenyuan Zhang; Zhengxi Yuan; Jun Zhou 017 (Neurocomputing, 2022)

ULSED: An ultra-lightweight SED model for IoT devices. - Lujie Peng; Junyu Yang; Jianbiao Xiao; Mingxue Yang; Yujiang Wang 003; Haojie Qin; Xiaorong Li; Jun Zhou 017 (J. Parallel Distributed Comput., 2022)

BSN-ESC: A Big-Small Network-Based Environmental Sound Classification Method for AIoT Applications. - Lujie Peng; Junyu Yang; Longke Yan; Zhiyi Chen; Jianbiao Xiao; Liang Zhou; Jun Zhou 017 (Sensors, 2023)

A High Accuracy and Low Power CNN-Based Environmental Sound Classification Processor. - Lujie Peng; Junyu Yang; Zhiyi Chen; Longke Yan; Xiben Jiao; Jianbiao Xiao; Liang Zhou; Liang Chang 002; Yu Long 005; Jun Zhou 017 (IEEE Trans. Circuits Syst. I Regul. Pap., 2023)

A High Accuracy and Ultra-Low Energy Environmental Sound Recognition Processor with Progressive Spectrogram Processing and Adaptive Weight Clustering Based Online Learning. - Lujie Peng; Xiben Jiao; Zhiyi Chen; Junyu Yang; Rui Hong; Longke Yan; Yu Long 005; Xiao Chen; Xiaoyu Miao; Zheng Wang; Zhengning Wang; Liang Zhou; et al. (CICC, 2025)