Audio representations for deep learning in sound synthesis: A review. - Anastasia Natsiou; Seán O'Leary (AICCSA, 2021)

A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram. - Anastasia Natsiou; Seán O'Leary (ISM, 2021)

An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. - Anastasia Natsiou; Luca Longo; Seán O'Leary (SITIS, 2022)

An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones. - Anastasia Natsiou; Seán O'Leary; Luca Longo (xAI (3), 2023)

Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors. - Anastasia Natsiou; Luca Longo; Seán O'Leary (CoRR, 2023)