Sound Event Localization and Detection of Overlapping Sources Using
Convolutional Recurrent Neural Networks

Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks

30 June 2018

Sharath Adavanne

Archontis Politis

Tuomas Virtanen

Papers citing "Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks"

14 / 64 papers shown

Title
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 23 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 27 126 0 06 Sep 2020
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos J. Ferrandis P. Zuccarello M. Cobos 35 11 0 25 Jun 2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 32 87 0 16 Jun 2020
Telling Left from Right: Learning Spatial Correspondence of Sight and Sound Karren D. Yang Bryan C. Russell Justin Salamon SSL 24 75 0 11 Jun 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 24 21 0 27 May 2020
Multi-Source DOA Estimation through Pattern Recognition of the Modal Coherence of a Reverberant Soundfield Abdullah Fahim P. Samarasinghe T. Abhayapala 9 17 0 18 Mar 2020
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation Masahiro Yasuda Yuma Koizumi Shoichiro Saito Hisashi Uematsu Keisuke Imoto 17 27 0 14 Feb 2020
Sound Event Localization and Detection Using CRNN on Pairs of Microphones François Grondin James R. Glass I. Sobieraj Mark D. Plumbley 14 33 0 22 Oct 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 13 111 0 21 May 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 36 376 0 11 May 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks Zhenyu Tang John D. Kanu Kevin Hogan Tianyi Zhou 11 43 0 17 Apr 2019
End-to-end Binaural Sound Localisation from the Raw Waveform Paolo Vecchiotti Ning Ma S. Squartini Guy J. Brown 19 59 0 03 Apr 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events Danilo Comminiello Marco Lella Simone Scardapane A. Uncini 3DPC 21 58 0 17 Dec 2018