Marco Lella

Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events

Learning from data in the quaternion domain enables us to exploit internal dependencies of 4D signals and treating them as a single entity. One of the models that perfectly suits with quaternion-valued data processing is represented by 3D acoustic signals in their spherical harmonics decomposition.…