Anastasia Natsiou

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 8

Top Topics

Reconstruction Method

Energy Distribution

Top Venues

Publications

Anastasia Natsiou, Luca Longo, Seán O'Leary
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. CoRR (2023)
Anastasia Natsiou, Seán O'Leary, Luca Longo
An Exploration of the Latent Space of a Convolutional Variational Autoencoder for the Generation of Musical Instrument Tones. xAI (3) (2023)
Anastasia Natsiou, Luca Longo, Seán O'Leary
Interpretable Timbre Synthesis using Variational Autoencoders Regularized on Timbre Descriptors. CoRR (2023)
Anastasia Natsiou, Luca Longo, Seán O'Leary
An investigation of the reconstruction capacity of stacked convolutional autoencoders for log-mel-spectrograms. SITIS (2022)
Anastasia Natsiou, Seán O'Leary
Audio representations for deep learning in sound synthesis: A review. CoRR (2022)
Anastasia Natsiou, Seán O'Leary
A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram. CoRR (2022)
Anastasia Natsiou, Seán O'Leary
A sinusoidal signal reconstruction method for the inversion of the mel-spectrogram. ISM (2021)
Anastasia Natsiou, Seán O'Leary
Audio representations for deep learning in sound synthesis: A review. AICCSA (2021)