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A Survey of Sound Source Localization with Deep Learning Methods
Journal of the Acoustical Society of America (JASA), 2021
8 September 2021
Pierre-Amaury Grumiaux
Srdjan Kitić
Laurent Girin
Alexandre Guérin
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Papers citing
"A Survey of Sound Source Localization with Deep Learning Methods"
50 / 52 papers shown
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Systematic Evaluation of Time-Frequency Features for Binaural Sound Source Localization
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Multi-Speaker DOA Estimation in Binaural Hearing Aids using Deep Learning and Speaker Count Fusion
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Homayoun Kamkar-Parsi
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From Waveforms to Pixels: A Survey on Audio-Visual Segmentation
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Single-Microphone-Based Sound Source Localization for Mobile Robots in Reverberant Environments
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195
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Romain Serizel
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11 Jun 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge
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Marian Verhelst
330
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03 Mar 2025
PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection
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Yin Cao
Ming Wu
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Feiran Yang
Wenwu Wang
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437
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Wendi Sang
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Xiaolin Hu
361
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Conformal Prediction for Manifold-based Source Localization with Gaussian Processes
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Magnus Oskarsson
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Changsheng Quan
Yabo Wang
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Yujie Yang
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Nian Shao
Hui Bu
Xin Xu
Xiaofei Li
257
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28 Jun 2024
Winner-takes-all learners are geometry-aware conditional density estimators
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Victor Letzelter
David Perera
Cédric Rommel
Mathieu Fontaine
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Gael Richard
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273
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The Neural-SRP method for positional sound source localization
Asilomar Conference on Signals, Systems and Computers (ACSSC), 2023
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Toon van Waterschoot
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Patrick A. Naylor
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14 Mar 2024
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapes
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163
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29 Jan 2024
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection
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Yin Cao
Ming Wu
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Feiran Yang
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Jun Yang
207
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27 Dec 2023
Sound Source Localization for a Source inside a Structure using Ac-CycleGAN
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232
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Ga¨el Richard
364
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02 Nov 2023
Study of speaker localization with binaural microphone array incorporating auditory filters and lateral angle estimation
Applied Acoustics (Appl. Acoust.), 2023
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Israel Nelken
B. Rafaely
232
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31 Oct 2023
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions
IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023
Saksham Singh Kushwaha
Irán R. Román
Magdalena Fuentes
J. P. Bello
158
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17 Sep 2023
A Real-Time Active Speaker Detection System Integrating an Audio-Visual Signal with a Spatial Querying Mechanism
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
I. Gurvich
Ido Leichter
Dharmendar Reddy Palle
Yossi Asher
Alon Vinnikov
Igor Abramovski
Vishak Gopal
Ross Cutler
Eyal Krupka
236
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15 Sep 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning
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Elena Menyaylenko
Alessandro Toso
Skyler Seto
Zakaria Aldeneh
Shadi Pirhosseinloo
Luca Zappella
B. Theobald
N. Apostoloff
Jonathan Sheaffer
189
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18 Aug 2023
Multi-goal Audio-visual Navigation using Sound Direction Map
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Haruo Kondoh
Asako Kanezaki
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Enhanced Neural Beamformer with Spatial Information for Target Speech Extraction
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Aoqi Guo
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Peng Gao
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Yujun Wang
167
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28 Jun 2023
How far generated data can impact Neural Networks performance?
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148
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Improving trajectory localization accuracy via direction-of-arrival derivative estimation
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Huy P Phan
S. Nannuru
234
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Assisted RTF-Vector-Based Binaural Direction of Arrival Estimation Exploiting a Calibrated External Microphone Array
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Daniel Fejgin
Simon Doclo
207
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Prerak Srivastava
Antoine Deleforge
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257
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30 Nov 2022
Position tracking of a varying number of sound sources with sliding permutation invariant training
European Signal Processing Conference (EUSIPCO), 2022
David Diaz-Guerra
Archontis Politis
Maria Sandsten
233
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26 Oct 2022
Deep Learning Based Stage-wise Two-dimensional Speaker Localization with Large Ad-hoc Microphone Arrays
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Linfeng Feng
Yijun Gong
Chengdong Liang
Chen Zhang
Xiao-Lei Zhang
Xuelong Li
299
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19 Oct 2022
End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays
Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), 2022
Yijun Gong
Shupei Liu
Xiao-Lei Zhang
175
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16 Oct 2022
Enemy Spotted: in-game gun sound dataset for gunshot classification and localization
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Youngwoo Cho
Gyuhyeon Sim
Hojoon Lee
Jaegul Choo
224
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12 Oct 2022
Vision+X: A Survey on Multimodal Learning in the Light of Data
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Ye Zhu
Yuehua Wu
Andrii Zadaianchuk
Yan Yan
489
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05 Oct 2022
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2022
Jinbo Hu
Yin Cao
Ming Wu
Qiuqiang Kong
Feiran Yang
Mark D. Plumbley
J. Yang
343
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05 Sep 2022
Extending GCC-PHAT using Shift Equivariant Neural Networks
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Kalle Åström
Magnus Oskarsson
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A physically-informed Deep-Learning approach for locating sources in a waveguide
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Symeon Papadimitropoulos
Eli Turkel
Dmitry Batenkov
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AID: Open-source Anechoic Interferer Dataset
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SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
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Alexander Clegg
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Dhruv Batra
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399
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Neural network for multi-exponential sound energy decay analysis
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180
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MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes
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Zhenyu Tang
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Tianyi Zhou
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Uncertainty-Based Non-Parametric Active Peak Detection
International Symposium on Information Theory (ISIT), 2022
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GWA: A Large High-Quality Acoustic Dataset for Audio Processing
International Conference on Computer Graphics and Interactive Techniques (SIGGRAPH), 2022
Zhenyu Tang
R. Aralikatti
Anton Ratnarajah
Tianyi Zhou
433
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04 Apr 2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs
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A. Miguel
J. R. Beltrán
418
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Echo-enabled Direction-of-Arrival and range estimation of a mobile source in Ambisonic domain
European Signal Processing Conference (EUSIPCO), 2022
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203
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10 Mar 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Olga Slizovskaia
Gordon Wichern
Zhong-Qiu Wang
Jonathan Le Roux
320
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Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization
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Calvin Murdock
V. Ithapu
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324
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DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
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Julian P Merkofer
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Stefano Rini
T. Routtenberg
Ruud J. G. van Sloun
408
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22 Sep 2021
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