2 papers
cs.SD2023
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors
Anastasia Natsiou, Luca Longo, Sean O'Leary
Controllable timbre synthesis has been a subject of research for several decades, and deep neural networks have been the most successful in this area. Deep generative models such a…
cs.SD2023
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms
Anastasia Natsiou, Luca Longo, Sean O'Leary
In audio processing applications, the generation of expressive sounds based on high-level representations demonstrates a high demand. These representations can be used to manipulat…