[PDF] ESC: Dataset for Environmental Sound Classification - Karol J Piczak
One of the obstacles in research activities concentrating on environmental sound classification is the scarcity of suitable and publicly available datasets This paper
[PDF] Deep Learning For Natural Sound Classification
The recorded database consists of field recordings in three different Natural Parks, with sounds of several bird and insect species, as well as background noises
[PDF] Automated environmental sound recognition for soundscape
learning model of neural network, and examines its recognition ability on the sound categories, with multiple datasets covering various sound sources recorded
[PDF] SoundNet: Learning Sound Representations from Unlabeled Video
standard acoustic scene classification datasets Since we can leverage large amounts of unlabeled sound data, it is feasible to train deeper networks without
Classifying environmental sounds using image recognition networks
We evaluate the accuracy for environmental sounds in three publicly available datasets, using two well-known convolutional deep neural networks for image
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