Deep attention-based neural networks for explainable heart sound classification

Author:

Ren ZhaoORCID,Qian KunORCID,Dong Fengquan,Dai Zhenyu,Nejdl Wolfgang,Yamamoto Yoshiharu,Schuller Björn W.

Publisher

Elsevier BV

Subject

General Medicine

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3. Amiriparian, S., Freitag, M., Cummins, N., & Schuller, B. (2017). Sequence to sequence autoencoders for unsupervised representation learning from audio. In Proc. DCASE Workshop (pp. 17–21). Munich, Germany.

4. Amiriparian, S., Schmitt, M., Cummins, N., Qian, K., Dong, F., & Schuller, B. (2018). Deep unsupervised representation learning for abnormal heart sound classification. In Proc. EMBC (pp. 4776–4779). Honolulu, HI.

5. Detection of cardiac abnormality from PCG signal using LMS based least square SVM classifier;Ari;Expert Systems with Applications,2010

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