Sound Event Localization and Detection Using CRNN on Pairs of Microphones

22 October 2019

Papers citing "Sound Event Localization and Detection Using CRNN on Pairs of Microphones"

28 / 28 papers shown

Title
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer Ahmed Alagha R. Mizouni Shakti Singh Jamal Bentahar Hadi Otrok 108 3 0 19 Jan 2025
Unsupervised Improved MVDR Beamforming for Sound Enhancement Jacob Kealey John Hershey François Grondin 50 0 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 56 0 0 22 Oct 2022
Fast Cross-Correlation for TDoA Estimation on Small Aperture Microphone Arrays François Grondin Marc-Antoine Maheux Jean-Samuel Lauzon Jonathan Vincent François Michaud 66 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 43 2 0 27 Mar 2022
SmartBelt: A Wearable Microphone Array for Sound Source Localization with Haptic Feedback Simon Michaud Benjamin Moffett Ana Tapia Rousiouk Victoria Duda François Grondin HAI 49 2 0 28 Feb 2022
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
ODAS: Open embeddeD Audition System François Grondin Dominic Létourneau Cédric Godin Jean-Samuel Lauzon Jonathan Vincent Simon Michaud Samuel Faucher François Michaud 54 19 0 05 Mar 2021
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Y. Zhong Wenwu Wang Mark D. Plumbley 71 78 0 25 Oct 2020
BIRD: Big Impulse Response Dataset François Grondin Jean-Samuel Lauzon Simon Michaud Mirco Ravanelli François Michaud VLM 49 8 0 19 Oct 2020
Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Yue Zhong Wenwu Wang Mark D. Plumbley 52 32 0 30 Sep 2020
On Multitask Loss Function for Audio Event Detection and Localization Huy P Phan L. D. Pham P. Koch Ngoc Q. K. Duong Ian Mcloughlin Alfred Mertins 87 14 0 11 Sep 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 131 128 0 06 Sep 2020
Conditioned Time-Dilated Convolutions for Sound Event Detection Konstantinos Drossos S. I. Mimilakis Tuomas Virtanen 72 0 0 10 Jul 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 84 109 0 02 Jun 2020
Sound Event Detection with Depthwise Separable and Dilated Convolutions Konstantinos Drossos S. I. Mimilakis Shayan Gharib Yanxiong Li Tuomas Virtanen 76 38 0 02 Feb 2020
The LOCATA Challenge: Acoustic Source Localization and Tracking C. Evers Heinrich W. Löllmann H. Mellmann Alexander Schmidt Hendrik Barfuss Patrick A. Naylor Walter Kellermann 50 133 0 03 Sep 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 59 111 0 21 May 2019
Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy Yin Cao Qiuqiang Kong Turab Iqbal Fengyan An Wenwu Wang Mark D. Plumbley 76 119 0 01 May 2019
Lightweight and Optimized Sound Source Localization and Tracking Methods for Open and Closed Microphone Array Configurations François Grondin François Michaud 42 93 0 01 Dec 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 91 475 0 30 Jun 2018
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network Sharath Adavanne Archontis Politis Tuomas Virtanen 70 238 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 67 233 0 01 Oct 2017
Bird detection in audio: a survey and a challenge D. Stowell Mike Wood Y. Stylianou H. Glotin VLM 57 142 0 11 Aug 2016
Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings Giambattista Parascandolo H. Huttunen Tuomas Virtanen 69 320 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 66 139 0 27 Feb 2016
Robust 3D Localization and Tracking of Sound Sources Using Beamforming and Particle Filtering J. Valin François Michaud Jean Rouat 62 99 0 27 Feb 2016
Robust Localization and Tracking of Simultaneous Moving Sound Sources Using Beamforming and Particle Filtering J. Valin François Michaud Jean Rouat 64 298 0 25 Feb 2016