Search for tag: "spectrograms"

The Development of a Convolutional Neural Network for the Classification of Drum Sounds, Louis Larsen, UG (2270432)

Music is a universal language, and people can easily decipher between many different types of instruments. While recent developments in machine learning have allowed computers to distinguish between…

From  Research Princeton Research Day 0 likes 27 plays

Localizing Alfvén eigenmodes in plasma based on high resolution ECE spectrograms at DIII-D using autoencoders and image processing techniques, Eric Ahn, UG '24 (3956085)

Despite the promising achievements in fusion production, tokamaks still suffer from kinetic and MHD instabilities. In this work, we focus on Alfvén eigenmodes (AEs), a class of ubiquitous…

From  Research Princeton Research Day 0 likes 17 plays