From West to East: Who can understand the music of the others better?

1 code implementation • 19 Jul 2023 • Charilaos Papaioannou, Emmanouil Benetos, Alexandros Potamianos

This leads to research questions on whether these models can be used to learn representations for different music cultures and styles, or whether we can build similar music audio embedding models trained on data from different cultures or styles.

Transfer Learning

Self-Attention Based Generative Adversarial Networks For Unsupervised Video Summarization

no code implementations • 16 Jul 2023 • Maria Nektaria Minaidi, Charilaos Papaioannou, Alexandros Potamianos

Experimental results indicate that using a self-attention mechanism as the frame selection mechanism outperforms the state-of-the-art on SumMe and leads to comparable to state-of-the-art performance on TVSum and COGNIMUSE.

Generative Adversarial Network Unsupervised Video Summarization

A Dataset for Greek Traditional and Folk Music: Lyra

1 code implementation • 21 Nov 2022 • Charilaos Papaioannou, Ioannis Valiantzas, Theodoros Giannakopoulos, Maximos Kaliakatsos-Papakostas, Alexandros Potamianos

The content has been collected from a Greek documentary series that is available online, where academics present music traditions of Greece with live music and dance performance during the show, along with discussions about social, cultural and musicological aspects of the presented music.