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

The LOCATA Challenge: Acoustic Source Localization and Tracking

IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
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"

36 / 36 papers shown
State Space and Self-Attention Collaborative Network with Feature Aggregation for DOA Estimation
State Space and Self-Attention Collaborative Network with Feature Aggregation for DOA Estimation
Qi You
Qinghua Huang
Yi-Cheng Lin
Mamba
194
0
0
29 Oct 2025
Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings
Towards Low-Latency Tracking of Multiple Speakers With Short-Context Speaker Embeddings
Taous Iatariene
Alexandre Guérin
Romain Serizel
185
0
0
18 Aug 2025
Direction Estimation of Sound Sources Using Microphone Arrays and Signal Strength
Direction Estimation of Sound Sources Using Microphone Arrays and Signal Strength
Mahdi Ali Pour
Zahra Habibzadeh
169
0
0
04 Jul 2025
Tracking of Intermittent and Moving Speakers : Dataset and Metrics
Tracking of Intermittent and Moving Speakers : Dataset and Metrics
Taous Iatariene
Alexandre Guérin
Romain Serizel
322
2
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
331
1
0
07 May 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme EdgeACM Transactions on Embedded Computing Systems (TECS), 2023
Jun Yin
Marian Verhelst
330
1
0
03 Mar 2025
Calibration of Multiple Asynchronous Microphone Arrays using Hybrid TDOA
Calibration of Multiple Asynchronous Microphone Arrays using Hybrid TDOAIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Chengjie Zhang
Wenda Pan
Xinyang Han
He Kong
242
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 SpeakersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Daniel Fejgin
Simon Doclo
186
0
0
13 Jan 2025
The importance of spatial and spectral information in multiple speaker
  tracking
The importance of spatial and spectral information in multiple speaker trackingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
H. Beit-On
V. Tourbabin
B. Rafaely
164
0
0
15 Oct 2024
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
Maria Sandsten
B. Schuller
474
11
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
205
0
0
02 Apr 2024
The Neural-SRP method for positional sound source localization
The Neural-SRP method for positional sound source localizationAsilomar Conference on Signals, Systems and Computers (ACSSC), 2023
Eric Grinstein
Toon van Waterschoot
Mike Brookes
Patrick A. Naylor
223
3
0
14 Mar 2024
Asynchronous Microphone Array Calibration using Hybrid TDOA Information
Asynchronous Microphone Array Calibration using Hybrid TDOA InformationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Chengjie Zhang
Jiang Wang
He Kong
255
7
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 modelIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Gil Geva
O. Warusfel
Shlomo Dubnov
Tammuz Dubnov
Amir Amedi
Y. Hel-Or
156
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
566
41
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 methodsActa Acustica (Acta Acust.), 2023
Arthur Nicholas dos Santos
J. Pereira
Rodrigo Nogueira
Bruno Masiero
Shiva Sander-Tavallaey
Elias Zea
183
0
0
10 Oct 2023
Sound Source Distance Estimation in Diverse and Dynamic Acoustic
  Conditions
Sound Source Distance Estimation in Diverse and Dynamic Acoustic ConditionsIEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023
Saksham Singh Kushwaha
Irán R. Román
Magdalena Fuentes
J. P. Bello
158
16
0
17 Sep 2023
Blind identification of Ambisonic reduced room impulse response
Blind identification of Ambisonic reduced room impulse responseIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Srdan Kitic
J. Daniel
403
3
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 ArrayIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Daniel Fejgin
Simon Doclo
207
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 TrackingIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Tsubasa Ochiai
Marc Delcroix
Tomohiro Nakatani
S. Araki
127
31
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 domainEuropean Signal Processing Conference (EUSIPCO), 2022
J. Daniel
Srdan Kitic
203
7
0
10 Mar 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation
Locate This, Not That: Class-Conditioned Sound Event DOA EstimationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Olga Slizovskaia
Gordon Wichern
Zhong-Qiu Wang
Jonathan Le Roux
320
6
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 LocalizationIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Bing Yang
Hong Liu
Xiaofei Li
157
30
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 FeaturesEURASIP Journal on Audio, Speech, and Music Processing (EURASIP J. Audio Speech Music Process.), 2022
M. Gunther
Andreas Brendel
Walter Kellermann
243
4
0
24 Jan 2022
Joint speaker diarisation and tracking in switching state-space model
Joint speaker diarisation and tracking in switching state-space modelSpoken Language Technology Workshop (SLT), 2021
J. H. M. Wong
Yifan Gong
153
0
0
23 Sep 2021
Diarisation using location tracking with agglomerative clustering
Diarisation using location tracking with agglomerative clusteringSpoken Language Technology Workshop (SLT), 2021
J. H. M. Wong
Igor Abramovski
Xiong Xiao
Yifan Gong
246
1
0
22 Sep 2021
A Survey of Sound Source Localization with Deep Learning Methods
A Survey of Sound Source Localization with Deep Learning MethodsJournal of the Acoustical Society of America (JASA), 2021
Pierre-Amaury Grumiaux
Srdjan Kitić
Laurent Girin
Alexandre Guérin
388
344
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 DetectionWorkshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2021
Archontis Politis
Sharath Adavanne
D. Krause
Antoine Deleforge
Prerak Srivastava
Maria Sandsten
276
90
0
13 Jun 2021
Improved feature extraction for CRNN-based multiple sound source
  localization
Improved feature extraction for CRNN-based multiple sound source localizationEuropean Signal Processing Conference (EUSIPCO), 2021
Pierre-Amaury Grumiaux
Srdan Kitic
Laurent Girin
Alexandre Guérin
148
32
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 LocalizationEuropean Signal Processing Conference (EUSIPCO), 2021
C. Schymura
Tsubasa Ochiai
Marc Delcroix
K. Kinoshita
Tomohiro Nakatani
S. Araki
D. Kolossa
260
17
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 modelingIEEE Access (IEEE Access), 2021
Michael J. Bianco
Sharon Gannot
Efren Fernandez-Grande
Peter Gerstoft
276
30
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 DetectionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Qing Wang
Jun Du
Hua-Xin Wu
Jia Pan
Feng Ma
Chin-Hui Lee
242
121
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
246
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
172
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 ModelingIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2020
Yoshiki Masuyama
Yoshiaki Bando
Kohei Yatabe
Y. Sasaki
Masaki Onishi
Yasuhiro Oikawa
SSL
265
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 MicrophonesWorkshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2019
François Grondin
James R. Glass
I. Sobieraj
Mark D. Plumbley
300
34
0
22 Oct 2019
1
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