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Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network

27 October 2017

Papers citing "Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network"

30 / 80 papers shown

Title
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
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 93 89 0 16 Jun 2020
C-SL: Contrastive Sound Localization with Inertial-Acoustic Sensors Majid Mirbagheri Bardia Doosti 45 2 0 09 Jun 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 92 109 0 02 Jun 2020
Direction of Arrival Estimation for a Vector Sensor Using Deep Neural Networks Jianyuan Yu William W. Howard Daniel J. Tait M. Buehrer 28 3 0 12 Apr 2020
Multi-Source DOA Estimation through Pattern Recognition of the Modal Coherence of a Reverberant Soundfield Abdullah Fahim P. Samarasinghe T. Abhayapala 41 17 0 18 Mar 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 47 56 0 03 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 112 27 0 14 Feb 2020
DNN-Based Distributed Multichannel Mask Estimation for Speech Enhancement in Microphone Arrays Nicolas Furnon Romain Serizel Irina Illina S. Essid 30 10 0 13 Feb 2020
Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks Luca Comanducci M. Cobos Fabio Antonacci Augusto Sarti 53 27 0 03 Feb 2020
A two-step system for sound event localization and detection T. N. T. Nguyen D. L. Jones Rishabh Ranjan S. Jayabalan W. Gan 41 4 0 26 Nov 2019
Sound Event Localization and Detection Using CRNN on Pairs of Microphones François Grondin James R. Glass I. Sobieraj Mark D. Plumbley 77 33 0 22 Oct 2019
First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation Luca Mazzon Yuma Koizumi Masahiro Yasuda Noboru Harada 65 44 0 10 Oct 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Data-driven Estimation of Sinusoid Frequencies Gautier Izacard S. Mohan C. Fernandez‐Granda 30 52 0 03 Jun 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 78 119 0 01 May 2019
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 119 597 0 30 Apr 2019
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network Sharath Adavanne Archontis Politis Tuomas Virtanen VOT 48 44 0 29 Apr 2019
Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems Qiuqiang Kong Yin Cao Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley AI4TS 153 77 0 11 Apr 2019
Static Visual Spatial Priors for DoA Estimation P. Swietojanski O. Mikšík 45 1 0 30 Mar 2019
Performance Advantages of Deep Neural Networks for Angle of Arrival Estimation Oded Bialer Noa Garnett Tom Tirer 35 49 0 10 Feb 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events Danilo Comminiello Marco Lella Simone Scardapane A. Uncini 3DPC 66 58 0 17 Dec 2018
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation Soumitro Chakrabarty Emanuel Habets 37 6 0 20 Nov 2018
A Learning-Based Framework for Line-Spectra Super-resolution Gautier Izacard B. Bernstein C. Fernandez‐Granda 39 35 0 14 Nov 2018
TRAMP: Tracking by a Real-time AMbisonic-based Particle filter Srdan Kitic Alexandre Guérin 51 18 0 09 Oct 2018
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals Soumitro Chakrabarty Emanuel Habets 84 265 0 31 Jul 2018
Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates Juan Manuel Vera-Diaz Daniel Pizarro-Perez Javier Macias-Guarasa 66 116 0 29 Jul 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 93 475 0 30 Jun 2018
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features Sharath Adavanne Archontis Politis Tuomas Virtanen 3DPC 66 41 0 29 Jan 2018