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08/25/2023
Deep Active Audio Feature Learning in Resource-Constrained Environments
The scarcity of labelled data makes training Deep Neural Network (DNN) m...
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01/25/2023
Tracking Different Ant Species: An Unsupervised Domain Adaptation Framework and a Dataset for Multi-object Tracking
Tracking individuals is a vital part of many experiments conducted to un...
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08/13/2021
Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices
Deep Learning has celebrated resounding successes in many application ar...
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03/05/2021
Environmental Sound Classification on the Edge: A Pipeline for Deep Acoustic Networks on Extremely Resource-Constrained Devices
Significant efforts are being invested to bring state-of-the-art classif...
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03/18/2020