EDN

Audio chip moves machine learning from digital to analog

The world’s first analog machine learning chip has arrived, claims Aspinity, the upstart from Pittsburgh, Pennsylvania, commercializing an always-on technology that originated from research carried ...
Nature

Hopf physical reservoir computer for reconfigurable sound recognition

The Hopf oscillator is a nonlinear oscillator that exhibits limit cycle motion. This reservoir computer utilizes the vibratory nature of the oscillator, which makes it an ideal candidate for ...
Nature

Machine learning-based prediction and SHAP sensitivity analysis of sound speed in hydrogen-rich gas mixtures

The investigation and determination of the speed of sound in gases and gas mixtures have long been recognized as essential tools for analyzing their physical and chemical properties 1,2,3,4,5. In gas ...
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 ...