Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices

Author:

Pham Lam1,Tran Khoa2,Ngo Dat3,Tang Hieu4,Phan Son5,Schindler Alexander1

Affiliation:

1. Austrian Institute of Technology, Austria

2. Da Nang University, Viet Nam

3. University of Essex, UK

4. FPT University, Viet Nam

5. Amanotes Company, Viet Nam

Funder

European Union

Publisher

ACM

Reference33 articles.

1. François Chollet et al. 2015. Keras. https://keras.io. François Chollet et al. 2015. Keras. https://keras.io.

2. D. P. W. Ellis. 2009. Gammatone-like spectrogram. http://www.ee.columbia.edu/dpwe/resources/matlab/gammatonegram. D. P. W. Ellis. 2009. Gammatone-like spectrogram. http://www.ee.columbia.edu/dpwe/resources/matlab/gammatonegram.

3. Detection and Classification of Acoustic Scenes and Events. 2018. (DCASE). https://dcase.community/challenge2018. Detection and Classification of Acoustic Scenes and Events. 2018. (DCASE). https://dcase.community/challenge2018.

4. Detection and Classification of Acoustic Scenes and Events. 2020. (DCASE Task 1A Results). https://dcase.community/challenge2020/task-acoustic-scene-classification-results-a. Detection and Classification of Acoustic Scenes and Events. 2020. (DCASE Task 1A Results). https://dcase.community/challenge2020/task-acoustic-scene-classification-results-a.

5. Toni Heittola , Annamaria Mesaros , and Tuomas Virtanen . 2020 . Acoustic scene classification in DCASE 2020 challenge: generalization across devices and low complexity solutions . In Proc. DCASE. 56--60 . Toni Heittola, Annamaria Mesaros, and Tuomas Virtanen. 2020. Acoustic scene classification in DCASE 2020 challenge: generalization across devices and low complexity solutions. In Proc. DCASE. 56--60.

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