Shallow Convolutional Neural Networks for Acoustic Scene Classification

Author:

Lu Lu,Yang Yuhong,Jiang Yuzhi,Ai Haojun,Tu Weiping

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference22 articles.

1. Barchiesi D, Giannoulis D, Dan S, et al. Acoustic scene classification: classifying environments from the sounds they produce[J]. IEEE Signal Processing Magazine, 2015, 32(3): 16–34.

2. Ito A, Aiba A, Ito A, et al. Detection of abnormal sound using multi-stage GMM for surveillance microphone[C]//International Conference on Information Assurance and Security. Washington D C: IEEE, 2009:733–736.

3. Ajmera J, Mccowan I, Bourlard H. Speech/music segmentation using entropy and dynamism features in a HMM classification framework[J]. Speech Communication, 2003, 40(3): 351–363.

4. Chit K M. Audio-Based action scene classification using HMM-SVM algorithm[J]. International Journal of Advanced Research in Computer Engineering & Technology, 2013, 2(4): 1347–1351.

5. Xu Y, Huang Q, Wang W, et al. Hierarchical Learning for DNN-based Acoustic Scene Classification[R/OL]. [2016-09-03]. http://www.cs.tut.fi/sgn/arg/dcase2016/documents/challenge_ technical_reports/Task1/Xu_2016_task1.pdf.

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