mccormick.northwestern.edu

Connecting Deep Learning Developers with Sound Artists

Digital Audio Workstations (DAWs) such as Audacity, ProTools, and GarageBand are the primary platforms used in the recording, editing, mixing, and producing of sound art. While these tools enable ...
Nature

Deep learning model using squeezenet and promoted ideal gas molecular motion for music genre classification from audio spectrograms

MGC (Music Genre Classification) is one of the fundamental problems encountered in Music Information Retrieval (MIR) and therefore facilitates applications including recommendation of music, ...
Nature

Multimodal deep learning using on-chip diffractive optics with in situ training capability

Multimodal deep learning plays a pivotal role in supporting the processing and learning of diverse data types within the realm of artificial intelligence generated content (AIGC). However, most ...
Hackaday

Understanding Deep Learning: Free MIT Press EBook For Instructors And Students

The recently published book Understanding Deep Learning by [Simon J. D. Prince] is notable not only for focusing primarily on the concepts behind Deep Learning — which should make it highly accessible ...