A Video Browsing Interface for Collecting Sound Labels using Human Computation in SoundsLike

Jorge M. A. Gomes, Teresa Chambel, Thibault Langlois

2014

Abstract

Increasingly, movies and videos are becoming accessible as enormous collections over the Internet, and in social media, demanding for new and more powerful ways to search and browse them, based on video content analysis and classification techniques. The lack of large sets of labelled data is one of the major obstacles for the Machine-Learning techniques that are used to build the relevant models. This paper describes and evaluates SoundsLike, an interactive web application that adopts a Human Computation approach through a Game With A Purpose to engage users in movie soundtrack browsing and labelling, while maintaining or improving the entertaining quality of the user experience.

Paper Citation

in Harvard Style

Gomes J., Chambel T. and Langlois T. (2014). A Video Browsing Interface for Collecting Sound Labels using Human Computation in SoundsLike . In Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014) ISBN 978-989-758-002-4, pages 472-481. DOI: 10.5220/0004700804720481

in Bibtex Style

@conference{grapp14,
author={Jorge M. A. Gomes and Teresa Chambel and Thibault Langlois},
title={A Video Browsing Interface for Collecting Sound Labels using Human Computation in SoundsLike},
booktitle={Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014)},
year={2014},
pages={472-481},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004700804720481},
isbn={978-989-758-002-4},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 9th International Conference on Computer Graphics Theory and Applications - Volume 1: GRAPP, (VISIGRAPP 2014)
TI - A Video Browsing Interface for Collecting Sound Labels using Human Computation in SoundsLike
SN - 978-989-758-002-4
AU - Gomes J.
AU - Chambel T.
AU - Langlois T.
PY - 2014
SP - 472
EP - 481
DO - 10.5220/0004700804720481