Can I read Deep Learning for Instrument Recognition on EtoBox?

Deep Learning for Instrument Recognition by Meenachi Sundaram is a document available to read on EtoBox.

What is Deep Learning for Instrument Recognition about?

This paper presents a study on automatic instrument recognition (AIR) using deep learning, specifically a convolutional neural network (CNN) with an attention mechanism. The authors demonstrate that the choice of feature representation significantly impacts the performance of the AIR algorithm, with learned representations outperforming traditional log-mel spectrograms. They explore various pre-training tasks and datasets to optimize the feature extractor, ultimately contributing to improved classification

Author

Meenachi Sundaram

Language

EN