Anastasia Natsiou

According to our database, Anastasia Natsiou authored at least 5 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors.

Anastasia Natsiou, Luca Longo, Seán O'Leary

CoRR, 2023

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

Proceedings of the Explainable Artificial Intelligence, 2023

2022

An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms.

Anastasia Natsiou, Luca Longo, Seán O'Leary

Proceedings of the 16th International Conference on Signal-Image Technology & Internet-Based Systems, 2022

2021

A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram.

Anastasia Natsiou, Seán O'Leary

Proceedings of the IEEE International Symposium on Multimedia, 2021

Audio representations for deep learning in sound synthesis: A review.

Anastasia Natsiou, Seán O'Leary

Proceedings of the 18th IEEE/ACS International Conference on Computer Systems and Applications, 2021