Joseph M. Antognini

Audio Texture Synthesis with Random Neural Networks: Improving Diversity and Quality

Texture synthesis techniques based on matching the Gram matrix of feature activations in neural networks have achieved spectacular success in the image domain. In this paper we extend these techniques to the audio domain. We demonstrate that synthesizing diverse audio textures is challenging, and ar…