An Open-Set Recognition and Few-Shot Learning Dataset for Audio Event Classification in Domestic Environments

Author:

Naranjo-Alcazar Javier,Perez-Castanos Sergi,Zuccarello Pedro,Torres Ana M.,Lopez Jose J.,Ferri Francesc J.,Cobos Maximo

Funder

Gobierno de España Ministerio de Ciencia, Innovación y Universidades

Horizon 2020

Generalitat Valenciana

European Regional Development Fund

Gobierno de España Ministerio de Ciencia e Innovación

Generalitat Valenciana Conselleria d' Educació, Investigació, Cultura i Esport

Horizon 2020 Framework Programme

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Vision and Pattern Recognition,Signal Processing,Software

Reference27 articles.

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2. E. Cakır, T. Heittola, T. Virtanen, Domestic audio tagging with convolutional neural networks, IEEE AASP Challenge on Detection and Classification of Acoustic Scenes and Events (DCASE 2016).

3. Audio scene classification with deep recurrent neural networks;Phan,2017

4. M. Wang, W. Deng, Deep face recognition: A survey, Neurocomputing.

5. Extracting speaker-specific information with a regularized siamese deep network;Chen,2011

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