2 papers
cs.SD2022
Audio representations for deep learning in sound synthesis: A review
Anastasia Natsiou, Sean O'Leary
The rise of deep learning algorithms has led many researchers to withdraw from using classic signal processing methods for sound generation. Deep learning models have achieved expr…
cs.SD2022
A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram
Anastasia Natsiou, Sean O'Leary
The synthesis of sound via deep learning methods has recently received much attention. Some problems for deep learning approaches to sound synthesis relate to the amount of data ne…