(1) Device-Robust Acoustic Scene Classification Based on Two-Stage Categorization and Data Augmentation

Best Reproducible System Award DCASE 2020, Arxiv, Code

Authors: Hu Hu, Chao-Han Huck Yang, Xianjun Xia, Xue Bai, Xin Tang, Yajian Wang, Shutong Niu, Li Chai, Juanjuan Li, Hongning Zhu, Feng Bao, Yuanjun Zhao, Sabato Marco Siniscalchi, Yannan Wang, Jun Du, Chin-Hui Lee

Keywords: Acoustic scene classification, Data augmentation, Convolutional neural network, Device mismatch, Quantization

(2) A Two-Stage Approach to Device-Robust Acoustic Scene Classification

Arxiv, Video

ICASSP 2021