1 citations · 2 across the 2 of their papers we have counts for
4 papers
A framework to compare music generative models using automatic evaluation metrics extended to rhythm
Sebastian Garcia-Valencia, Alejandro Betancourt, Juan G. Lalinde-Pulido
To train a machine learning model is necessary to take numerous decisions about many options for each process involved, in the field of sequence generation and more specifically of…
Sequence Generation using Deep Recurrent Networks and Embeddings: A study case in music
Sebastian Garcia-Valencia, Alejandro Betancourt, Juan G. Lalinde-Pulido
Automatic generation of sequences has been a highly explored field in the last years. In particular, natural language processing and automatic music composition have gained importa…
Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models
Pranav Agarwal, Alejandro Betancourt, Vana Panagiotou +1
Image captioning models have been able to generate grammatically correct and human understandable sentences. However most of the captions convey limited information as the model us…
Static force field representation of environments based on agents nonlinear motions
Damian Campo, Alejandro Betancourt, Lucio Marcenaro +1
This paper presents a methodology that aims at the incremental representation of areas inside environments in terms of attractive forces. It is proposed a parametric representation…