Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals

31 July 2018

Papers citing "Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals"

31 / 31 papers shown

Title
Mask-Weighted Spatial Likelihood Coding for Speaker-Independent Joint Localization and Mask Estimation Jakob Kienegger Alina Mannanova Timo Gerkmann 82 0 0 10 Jan 2025
Study of speaker localization with binaural microphone array incorporating auditory filters and lateral angle estimation Yanir Maymon Israel Nelken B. Rafaely 65 0 0 31 Oct 2023
Position tracking of a varying number of sound sources with sliding permutation invariant training David Diaz-Guerra Archontis Politis Tuomas Virtanen 68 6 0 26 Oct 2022
Deep Learning Based Stage-wise Two-dimensional Speaker Localization with Large Ad-hoc Microphone Arrays Shupei Liu Linfeng Feng Yijun Gong Chengdong Liang Chen Zhang Xiao-Lei Zhang Xuelong Li 89 3 0 19 Oct 2022
End-to-end Two-dimensional Sound Source Localization With Ad-hoc Microphone Arrays Yijun Gong Shupei Liu Xiao-Lei Zhang 40 9 0 16 Oct 2022
Signal-informed DNN-based DOA Estimation combining an External Microphone and GCC-PHAT Features Ulrik Kowalk Simon Doclo J. Bitzer 23 6 0 11 Jun 2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs David Diaz-Guerra A. Miguel J. R. Beltrán 107 22 0 31 Mar 2022
SRP-DNN: Learning Direct-Path Phase Difference for Multiple Moving Sound Source Localization Bing Yang Hong Liu Xiaofei Li 98 20 0 16 Feb 2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms Wolfgang Mack Julian Wechsler Emanuel Habets 124 11 0 03 Jan 2022
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers Sharath Adavanne Archontis Politis Tuomas Virtanen 74 17 0 29 Oct 2021
DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm Julian P Merkofer Guy Revach Nir Shlezinger T. Routtenberg Ruud J. G. van Sloun 95 33 0 22 Sep 2021
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
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array Manifold Robin Scheibler M. Togami 31 3 0 02 Jun 2021
Multi-target DoA Estimation with an Audio-visual Fusion Mechanism Xinyuan Qian Maulik C. Madhavi Zexu Pan Jiadong Wang Haizhou Li 79 44 0 13 May 2021
Improved feature extraction for CRNN-based multiple sound source localization Pierre-Amaury Grumiaux Srdan Kitic Laurent Girin Alexandre Guérin 44 23 0 05 May 2021
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 88 22 0 27 Apr 2021
ODAS: Open embeddeD Audition System François Grondin Dominic Létourneau Cédric Godin Jean-Samuel Lauzon Jonathan Vincent Simon Michaud Samuel Faucher François Michaud 62 19 0 05 Mar 2021
Audio scene monitoring using redundant ad-hoc microphone array networks Peter Gerstoft Yihan Hu Michael J. Bianco Chaitanya Patil Ardel Alegre Y. Freund François Grondin 73 12 0 02 Mar 2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Dong Yu 115 80 0 16 Feb 2021
Deep Networks for Direction-of-Arrival Estimation in Low SNR G. Papageorgiou M. Sellathurai Yonina C. Eldar 70 193 0 17 Nov 2020
Efficient Training Data Generation for Phase-Based DOA Estimation Fabian Hübner Wolfgang Mack Emanuel Habets 51 7 0 09 Nov 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 58 90 0 04 Oct 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 133 128 0 06 Sep 2020
FCN Approach for Dynamically Locating Multiple Speakers Hodaya Hammer Shlomo E. Chazan Jacob Goldberger Sharon Gannot 48 3 0 26 Aug 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
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 94 109 0 02 Jun 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 66 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 52 17 0 18 Mar 2020
Multi-Microphone Complex Spectral Mapping for Speech Dereverberation Zhong-Qiu Wang DeLiang Wang 60 63 0 04 Mar 2020
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 89 391 0 11 May 2019
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation Soumitro Chakrabarty Emanuel Habets 42 6 0 20 Nov 2018