Results

Evaluation Results

The evaluation results of the LOCATA Challenge are published in the following paper.

The LOCATA Challenge: Acoustic Source Localization and Tracking

Christine Evers, Heinrich W. Löllmann, Heinrich Mellmann, Alexander Schmidt, Hendrik Barfuss, Patrick A. Naylor, Walter Kellermann

Proceedings of the LOCATA Challenge Workshop

The following contributions have been submitted to the LOCATA Challenge and were partly presented at the LOCATA workshop, which took place on Sept. 20, 2018 as a satellite event of the IWAENC 2018 in Tokio.

1. Binaural Source Localization based on Modulation-Domain Features and Decision Pooling

Semih Agcaer, Rainer Martin

2. Intensity Particle Flow SMC-PHD Filter for Audio Speaker Tracking

Yang Liu, Wenwu Wang, Volkan Kilic

3. LOCATA Challenge: Speaker Localization with a Planar Array

Xinyuan Qian, Andrea Cavallaro, Alessio Brutti, Maurizio Omologo

4. A Cascaded Multiple-Speaker Localization and Tracking System

Xiaofei Li, Yutong Ban, Laurent Girin, Xavier Alameda-Pineda, Radu Horaud

5. Evaluation of an Open-Source Implementation of the SRP-PHAT Algorithm within the 2018 LOCATA Challenge

Romain Lebarbenchon, Ewen Camberlein, Diego di Carlo, Clement Gaultier, Antoine Deleforge, Nancy Bertin

6. Localization and Tracking of an Acoustic Source using a Diagonal Unloading Beamforming and a Kalman Filter

Daniele Salvati, Carlo Drioli, Gian Luca Foresti

7. Circular Statistics-based Low Complexity DOA Estimation for Hearing Aid Application

Lars D. Mosgaard, David Pelegrin-Garcia, Thomas B. Elmedyb, Michael J. Pihl, Pejman Mowlaee

8. LOCATA Challenge: A Deep Neural Networks-Based Regression Approach for Direction-Of-Arrival Estimation

Junhyeong Pak and Jong Won Shin

9. TRAMP: Tracking by a Realtime Ambisonic-Based Particle Filter

Srdan Kitic, Alexandre Guerin

10. Description of Algorithms for Ben-Gurion University Submission to the LOCATA Challenge

Lior Madmoni, Hanan Beit-On, Hai Morgenstern, Boaz Rafaely

11. MUSIC-based Sound Source Localization and Tracking for Tasks 1 and 3

Kazuhiro Nakadai, Katsutoshi Itoyama, Kotaro Hoshiba, Hiroshi G. Okuno

12. Multiple Source Direction of Arrival Estimation using Subspace Pseudointensity Vectors

Alastair H. Moore

Submission Overview