Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers

29 October 2021

Papers citing "Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers"

11 / 11 papers shown

Title
Semi-supervised source localization in reverberant environments with deep generative modeling Michael J. Bianco Sharon Gannot Efren Fernandez-Grande Peter Gerstoft 47 21 0 26 Jan 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 43 77 0 25 Oct 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 96 128 0 06 Sep 2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 61 88 0 16 Jun 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 50 109 0 02 Jun 2020
How To Train Your Deep Multi-Object Tracker Yihong Xu Aljosa Osep Yutong Ban Radu Horaud Laura Leal-Taixe Xavier Alameda-Pineda VOT 85 192 0 15 Jun 2019
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network Sharath Adavanne Archontis Politis Tuomas Virtanen VOT 33 44 0 29 Apr 2019
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals Soumitro Chakrabarty Emanuel Habets 73 260 0 31 Jul 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 64 470 0 30 Jun 2018
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network Sharath Adavanne Archontis Politis Tuomas Virtanen 48 237 0 27 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017