Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models

Florian Schmid, Khaled Koutini, Gerhard Widmer

The introduction of large-scale audio datasets, such as AudioSet, paved the way for Transformers to conquer the audio domain and replace CNNs as the state-of-the-art neural network…