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1910.10049
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Sound Event Localization and Detection Using CRNN on Pairs of Microphones
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2019
22 October 2019
François Grondin
James R. Glass
I. Sobieraj
Mark D. Plumbley
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Papers citing
"Sound Event Localization and Detection Using CRNN on Pairs of Microphones"
28 / 28 papers shown
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer
Ahmed Alagha
R. Mizouni
Shakti Singh
Jamal Bentahar
Hadi Otrok
281
7
0
19 Jan 2025
Unsupervised Improved MVDR Beamforming for Sound Enhancement
Jacob Kealey
John Hershey
François Grondin
298
1
0
10 Jun 2024
Neural Sound Field Decomposition with Super-resolution of Sound Direction
Qiuqiang Kong
Shilei Liu
Junjie Shi
Xuzhou Ye
Yin Cao
Qiaoxi Zhu
Yong-mei Xu
Yuxuan Wang
203
0
0
22 Oct 2022
Fast Cross-Correlation for TDoA Estimation on Small Aperture Microphone Arrays
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
François Grondin
Marc-Antoine Maheux
Jean-Samuel Lauzon
Jonathan Vincent
François Michaud
245
1
0
28 Apr 2022
SMP-PHAT: Lightweight DoA Estimation by Merging Microphone Pairs
Franccois Grondin
Marc-Antoine Maheux
Jean-Samuel Lauzon
Jonathan Vincent
Francçois Michaud
134
2
0
27 Mar 2022
SmartBelt: A Wearable Microphone Array for Sound Source Localization with Haptic Feedback
IEEE International Symposium on Robot and Human Interactive Communication (RO-MAN), 2022
Simon Michaud
Benjamin Moffett
Ana Tapia Rousiouk
Victoria Duda
François Grondin
HAI
197
3
0
28 Feb 2022
A Survey of Sound Source Localization with Deep Learning Methods
Journal of the Acoustical Society of America (JASA), 2021
Pierre-Amaury Grumiaux
Srdjan Kitić
Laurent Girin
Alexandre Guérin
388
340
0
08 Sep 2021
ODAS: Open embeddeD Audition System
Frontiers in Robotics and AI (Front. Robot. AI), 2021
François Grondin
Dominic Létourneau
Cédric Godin
Jean-Samuel Lauzon
Jonathan Vincent
Simon Michaud
Samuel Faucher
François Michaud
174
24
0
05 Mar 2021
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Yin Cao
Turab Iqbal
Qiuqiang Kong
Y. Zhong
Wenwu Wang
Mark D. Plumbley
414
104
0
25 Oct 2020
BIRD: Big Impulse Response Dataset
François Grondin
Jean-Samuel Lauzon
Simon Michaud
Mirco Ravanelli
François Michaud
VLM
131
10
0
19 Oct 2020
Event-Independent Network for Polyphonic Sound Event Localization and Detection
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2020
Yin Cao
Turab Iqbal
Qiuqiang Kong
Yue Zhong
Wenwu Wang
Mark D. Plumbley
192
45
0
30 Sep 2020
On Multitask Loss Function for Audio Event Detection and Localization
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2020
Huy P Phan
L. D. Pham
P. Koch
Ngoc Q. K. Duong
Ian Mcloughlin
Alfred Mertins
239
16
0
11 Sep 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Archontis Politis
A. Mesaros
Sharath Adavanne
Toni Heittola
Maria Sandsten
298
166
0
06 Sep 2020
Conditioned Time-Dilated Convolutions for Sound Event Detection
Konstantinos Drossos
S. I. Mimilakis
Maria Sandsten
183
0
0
10 Jul 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2020
Archontis Politis
Sharath Adavanne
Maria Sandsten
271
129
0
02 Jun 2020
Sound Event Detection with Depthwise Separable and Dilated Convolutions
IEEE International Joint Conference on Neural Network (IJCNN), 2020
Konstantinos Drossos
S. I. Mimilakis
Shayan Gharib
Yanxiong Li
Maria Sandsten
225
44
0
02 Feb 2020
The LOCATA Challenge: Acoustic Source Localization and Tracking
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
C. Evers
Heinrich W. Löllmann
H. Mellmann
Alexander Schmidt
Hendrik Barfuss
Patrick A. Naylor
Walter Kellermann
292
162
0
03 Sep 2019
A multi-room reverberant dataset for sound event localization and detection
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2019
Sharath Adavanne
Archontis Politis
Maria Sandsten
181
123
0
21 May 2019
Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy
Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), 2019
Yin Cao
Qiuqiang Kong
Turab Iqbal
Fengyan An
Wenwu Wang
Mark D. Plumbley
521
139
0
01 May 2019
Lightweight and Optimized Sound Source Localization and Tracking Methods for Open and Closed Microphone Array Configurations
François Grondin
François Michaud
157
99
0
01 Dec 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2018
Sharath Adavanne
Archontis Politis
Joonas Nikunen
Maria Sandsten
427
575
0
30 Jun 2018
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network
European Signal Processing Conference (EUSIPCO), 2017
Sharath Adavanne
Archontis Politis
Maria Sandsten
202
266
0
27 Oct 2017
Large-scale weakly supervised audio classification using gated convolutional neural network
Yong-mei Xu
Qiuqiang Kong
Wenwu Wang
Mark D. Plumbley
190
240
0
01 Oct 2017
Bird detection in audio: a survey and a challenge
D. Stowell
Mike Wood
Y. Stylianou
H. Glotin
VLM
208
151
0
11 Aug 2016
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings
Giambattista Parascandolo
H. Huttunen
Maria Sandsten
168
334
0
04 Apr 2016
Localization of Simultaneous Moving Sound Sources for Mobile Robot Using a Frequency-Domain Steered Beamformer Approach
J. Valin
François Michaud
Brahim Hadjou
Jean Rouat
200
142
0
27 Feb 2016
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering
J. Valin
François Michaud
Jean Rouat
172
103
0
27 Feb 2016
Robust Localization and Tracking of Simultaneous Moving Sound Sources Using Beamforming and Particle Filtering
J. Valin
François Michaud
Jean Rouat
225
309
0
25 Feb 2016
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