3 papers
cs.SD2021
Environmental sound analysis with mixup based multitask learning and cross-task fusion
Weiping Zheng, Dacan Jiang, Gansen Zhao
Environmental sound analysis is currently getting more and more attentions. In the domain, acoustic scene classification and acoustic event classification are two closely related t…
cs.CV2018
CNNs-based Acoustic Scene Classification using Multi-Spectrogram Fusion and Label Expansions
Weiping Zheng, Zhenyao Mo, Xiaotao Xing +1
Spectrograms have been widely used in Convolutional Neural Networks based schemes for acoustic scene classification, such as the STFT spectrogram and the MFCC spectrogram, etc. The…
cs.SD2018
A punishment voting algorithm based on super categories construction for acoustic scene classification
Weiping Zheng, Zhenyao Mo, Jiantao Yi
In acoustic scene classification researches, audio segment is usually split into multiple samples. Majority voting is then utilized to ensemble the results of the samples. In this…