Search
Now showing items 51-60 of 72
On-Bird Sound Recordings: Automatic Acoustic Recognition of Activities and Contexts.
(IEEE, 2017-05-23)
We introduce a novel approach to studying animal behavior and the context in which it occurs, through the use of microphone backpacks carried on the backs of individual free-flying birds. These sensors are increasingly ...
Robustness of Adversarial Attacks in Sound Event Classification
(2019-10-25)
An adversarial attack is a method to generate perturbations to the input of a machine learning model in order to make the output of the model incorrect. The perturbed inputs are known as adversarial examples. In this paper, ...
Audio tagging using a linear noise modelling layer
(2019-10-25)
Label noise refers to the presence of inaccurate target labels in a dataset. It is an impediment to the performance of a deep neural network (DNN) as the network tends to overfit to the label noise, hence it becomes ...
Polyphonic sound event and sound activity detection: a multi-task approach
(IEEE, 2019-10-20)
Polyphonic Sound Event Detection (SED) in real-world recordings is a challenging task because of the dynamic polyphony level, intensity, and duration of sound events. Current polyphonic SED systems fail to model the temporal ...