46 citations · 55 across the 4 of their papers we have counts for
12 papers
Learning Football Body-Orientation as a Matter of Classification
Adrià Arbués-Sangüesa, Adrián Martín, Paulino Granero +2
Orientation is a crucial skill for football players that becomes a differential factor in a large set of events, especially the ones involving passes. However, existing orientation…
A cappella: Audio-visual Singing Voice Separation
Juan F. Montesinos, Venkatesh S. Kadandale, Gloria Haro
The task of isolating a target singing voice in music videos has useful applications. In this work, we explore the single-channel singing voice separation problem from a multimodal…
Self-Supervised Small Soccer Player Detection and Tracking
Samuel Hurault, Coloma Ballester, Gloria Haro
In a soccer game, the information provided by detecting and tracking brings crucial clues to further analyze and understand some tactical aspects of the game, including individual…
Solos: A Dataset for Audio-Visual Music Analysis
Juan F. Montesinos, Olga Slizovskaia, Gloria Haro
In this paper, we present a new dataset of music performance videos which can be used for training machine learning methods for multiple tasks such as audio-visual blind source sep…
Using Player's Body-Orientation to Model Pass Feasibility in Soccer
Adrià Arbués-Sangüesa, Adrián Martín, Javier Fernández +2
Given a monocular video of a soccer match, this paper presents a computational model to estimate the most feasible pass at any given time. The method leverages offensive player's o…
Vocoder-Based Speech Synthesis from Silent Videos
Daniel Michelsanti, Olga Slizovskaia, Gloria Haro +3
Both acoustic and visual information influence human perception of speech. For this reason, the lack of audio in a video sequence determines an extremely low speech intelligibility…