Machine learning from training data with a skewed distribution of exampl...
To reveal the importance of temporal precision in ground truth audio eve...
Real-world sound scenes consist of time-varying collections of sound sou...
The study of label noise in sound event recognition has recently gained
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Humans do not acquire perceptual abilities in the way we train machines....
Even in the absence of any explicit semantic annotation, vast collection...
Convolutional Neural Networks (CNNs) have proven very effective in image...