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The LOCATA Challenge: Acoustic Source Localization and Tracking
v1v2v3 (latest)

The LOCATA Challenge: Acoustic Source Localization and Tracking

3 September 2019
C. Evers
Heinrich W. Löllmann
H. Mellmann
Alexander Schmidt
Hendrik Barfuss
Patrick A. Naylor
Walter Kellermann
ArXiv (abs)PDFHTML

Papers citing "The LOCATA Challenge: Acoustic Source Localization and Tracking"

32 / 32 papers shown
Title
Tracking of Intermittent and Moving Speakers : Dataset and Metrics
Tracking of Intermittent and Moving Speakers : Dataset and Metrics
Taous Iatariene
Alexandre Guérin
Romain Serizel
40
0
0
11 Jun 2025
Accelerating Audio Research with Robotic Dummy Heads
Accelerating Audio Research with Robotic Dummy Heads
Austin Lu
Kanad Sarkar
Yongjie Zhuang
Leo Lin
R. Corey
Andrew C. Singer
88
0
0
07 May 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge
Jun Yin
Marian Verhelst
195
1
0
03 Mar 2025
Calibration of Multiple Asynchronous Microphone Arrays using Hybrid TDOA
Chengjie Zhang
Wenda Pan
Xinyang Han
He Kong
70
0
0
10 Feb 2025
Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers
Completing Sets of Prototype Transfer Functions for Subspace-based Direction of Arrival Estimation of Multiple Speakers
Daniel Fejgin
Simon Doclo
61
0
0
13 Jan 2025
Computer Audition: From Task-Specific Machine Learning to Foundation
  Models
Computer Audition: From Task-Specific Machine Learning to Foundation Models
Andreas Triantafyllopoulos
Iosif Tsangko
Alexander Gebhard
A. Mesaros
Tuomas Virtanen
Björn Schuller
96
4
0
22 Jul 2024
Audio Simulation for Sound Source Localization in Virtual Evironment
Audio Simulation for Sound Source Localization in Virtual Evironment
Yidi Yuan
Swee Liang Wong
Jonathan Pan
54
0
0
02 Apr 2024
The Neural-SRP method for positional sound source localization
The Neural-SRP method for positional sound source localization
Eric Grinstein
Toon van Waterschoot
Mike Brookes
Patrick A. Naylor
54
2
0
14 Mar 2024
Asynchronous Microphone Array Calibration using Hybrid TDOA Information
Asynchronous Microphone Array Calibration using Hybrid TDOA Information
Chengjie Zhang
Jiang Wang
He Kong
30
6
0
09 Mar 2024
Binaural sound source localization using a hybrid time and frequency
  domain model
Binaural sound source localization using a hybrid time and frequency domain model
Gil Geva
O. Warusfel
Shlomo Dubnov
Tammuz Dubnov
Amir Amedi
Y. Hel-Or
48
1
0
06 Feb 2024
BAT: Learning to Reason about Spatial Sounds with Large Language Models
BAT: Learning to Reason about Spatial Sounds with Large Language Models
Zhisheng Zheng
Puyuan Peng
Ziyang Ma
Xie Chen
Eunsol Choi
David Harwath
LRM
125
19
0
02 Feb 2024
An experiment on an automated literature survey of data-driven speech
  enhancement methods
An experiment on an automated literature survey of data-driven speech enhancement methods
Arthur Nicholas dos Santos
J. Pereira
Rodrigo Nogueira
Bruno Masiero
Shiva Sander-Tavallaey
Elias Zea
42
0
0
10 Oct 2023
Sound Source Distance Estimation in Diverse and Dynamic Acoustic
  Conditions
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions
Saksham Singh Kushwaha
Irán R. Román
Magdalena Fuentes
J. P. Bello
43
9
0
17 Sep 2023
Blind identification of Ambisonic reduced room impulse response
Blind identification of Ambisonic reduced room impulse response
Srdan Kitic
J. Daniel
66
2
0
05 May 2023
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation
  Exploiting a Calibrated External Microphone Array
Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array
Daniel Fejgin
Simon Doclo
18
5
0
30 Nov 2022
Mask-based Neural Beamforming for Moving Speakers with
  Self-Attention-based Tracking
Mask-based Neural Beamforming for Moving Speakers with Self-Attention-based Tracking
Tsubasa Ochiai
Marc Delcroix
Tomohiro Nakatani
S. Araki
36
20
0
07 May 2022
Echo-enabled Direction-of-Arrival and range estimation of a mobile
  source in Ambisonic domain
Echo-enabled Direction-of-Arrival and range estimation of a mobile source in Ambisonic domain
J. Daniel
Srdan Kitic
77
7
0
10 Mar 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation
Olga Slizovskaia
Gordon Wichern
Zhong-Qiu Wang
Jonathan Le Roux
59
4
0
08 Mar 2022
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound
  Source Localization
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization
Bing Yang
Hong Liu
Xiaofei Li
49
22
0
16 Feb 2022
Microphone Utility Estimation in Acoustic Sensor Networks using
  Single-Channel Signal Features
Microphone Utility Estimation in Acoustic Sensor Networks using Single-Channel Signal Features
M. Gunther
Andreas Brendel
Walter Kellermann
26
2
0
24 Jan 2022
Joint speaker diarisation and tracking in switching state-space model
Joint speaker diarisation and tracking in switching state-space model
J. H. M. Wong
Yifan Gong
44
0
0
23 Sep 2021
Diarisation using location tracking with agglomerative clustering
Diarisation using location tracking with agglomerative clustering
J. H. M. Wong
Igor Abramovski
Xiong Xiao
Yifan Gong
54
1
0
22 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods
A Survey of Sound Source Localization with Deep Learning Methods
Pierre-Amaury Grumiaux
Srdjan Kitić
Laurent Girin
Alexandre Guérin
80
257
0
08 Sep 2021
A Dataset of Dynamic Reverberant Sound Scenes with Directional
  Interferers for Sound Event Localization and Detection
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection
Archontis Politis
Sharath Adavanne
D. Krause
Antoine Deleforge
Prerak Srivastava
Tuomas Virtanen
75
68
0
13 Jun 2021
Improved feature extraction for CRNN-based multiple sound source
  localization
Improved feature extraction for CRNN-based multiple sound source localization
Pierre-Amaury Grumiaux
Srdan Kitic
Laurent Girin
Alexandre Guérin
41
23
0
05 May 2021
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound
  Event Localization
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization
C. Schymura
Tsubasa Ochiai
Marc Delcroix
K. Kinoshita
Tomohiro Nakatani
S. Araki
D. Kolossa
38
14
0
28 Feb 2021
Semi-supervised source localization in reverberant environments with
  deep generative modeling
Semi-supervised source localization in reverberant environments with deep generative modeling
Michael J. Bianco
Sharon Gannot
Efren Fernandez-Grande
Peter Gerstoft
66
21
0
26 Jan 2021
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based
  Acoustic Modeling for Sound Event Localization and Detection
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection
Qing Wang
Jun Du
Hua-Xin Wu
Jia Pan
Feng Ma
Chin-Hui Lee
64
83
0
08 Jan 2021
Misalignment Recognition in Acoustic Sensor Networks using a
  Semi-supervised Source Estimation Method and Markov Random Fields
Misalignment Recognition in Acoustic Sensor Networks using a Semi-supervised Source Estimation Method and Markov Random Fields
Gabriel F. Miller
Andreas Brendel
Walter Kellermann
Sharon Gannot
24
4
0
06 Nov 2020
FCN Approach for Dynamically Locating Multiple Speakers
FCN Approach for Dynamically Locating Multiple Speakers
Hodaya Hammer
Shlomo E. Chazan
Jacob Goldberger
Sharon Gannot
45
3
0
26 Aug 2020
Self-supervised Neural Audio-Visual Sound Source Localization via
  Probabilistic Spatial Modeling
Self-supervised Neural Audio-Visual Sound Source Localization via Probabilistic Spatial Modeling
Yoshiki Masuyama
Yoshiaki Bando
Kohei Yatabe
Y. Sasaki
Masaki Onishi
Yasuhiro Oikawa
SSL
93
14
0
28 Jul 2020
Sound Event Localization and Detection Using CRNN on Pairs of
  Microphones
Sound Event Localization and Detection Using CRNN on Pairs of Microphones
François Grondin
James R. Glass
I. Sobieraj
Mark D. Plumbley
77
33
0
22 Oct 2019
1