LOCATA Challenge - Evaluation and Measures

Conference contribution
(Conference Contribution)


Publication Details

Author(s): Evers C, Löllmann H, Mellmann H, Schmidt A, Barfuß H, Naylor P, Kellermann W
Publication year: 2018
Pages range: 565-569
ISBN: 978-1-5386-8151-0
Language: English


Abstract

Sound source localization and tracking algorithms provide estimates of the positional information about active sound sources in acoustic environments. Despite substantial advances and significant interest
in the research community, a comprehensive benchmarking campaign of the various different approaches using a common database of audio recordings has, to date, not been performed. The aim of the IEEE-AASP Challenge on sound source localization and tracking (LOCATA) is to objectively benchmark state-of-the-art localization and tracking algorithms using an open-access data corpus of recordings for scenarios typically encountered in audio and acoustic signal processing applications. The challenge tasks range from the localization of a single source from static microphones arrays to tracking of multiple moving sources from moving microphone arrays. This paper provides an overview of the challenge tasks, describes the performance measures used for evaluation of the LOCATA Challenge, and presents baseline results for the development dataset.


FAU Authors / FAU Editors

Barfuß, Hendrik
Professur für Nachrichtentechnik
Kellermann, Walter Prof. Dr.-Ing.
Professur für Nachrichtentechnik
Löllmann, Heinrich Dr.-Ing.
Professur für Nachrichtentechnik
Schmidt, Alexander
Professur für Nachrichtentechnik


External institutions
Imperial College London / The Imperial College of Science, Technology and Medicine


How to cite

APA:
Evers, C., Löllmann, H., Mellmann, H., Schmidt, A., Barfuß, H., Naylor, P., & Kellermann, W. (2018). LOCATA Challenge - Evaluation and Measures. In Proceedings of the International Workshop on Acoustic Signal Enhancement (IWAENC) (pp. 565-569). Tokyo, JP.

MLA:
Evers, Christine, et al. "LOCATA Challenge - Evaluation and Measures." Proceedings of the International Workshop on Acoustic Signal Enhancement (IWAENC), Tokyo 2018. 565-569.

BibTeX: 

Last updated on 2019-16-04 at 03:23