Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates

29 July 2018

Papers citing "Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates"

28 / 28 papers shown

Title
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 195 1 0 03 Mar 2025
SONNET: Enhancing Time Delay Estimation by Leveraging Simulated Audio Erik Tegler Magnus Oskarsson Kalle Åström 111 0 0 20 Nov 2024
wav2pos: Sound Source Localization using Masked Autoencoders Axel Berg Jens Gulin Mark O'Connor Chuteng Zhou Karl Åström Magnus Oskarsson 64 2 0 28 Aug 2024
Interpreting End-to-End Deep Learning Models for Speech Source Localization Using Layer-wise Relevance Propagation Luca Comanducci Fabio Antonacci Augusto Sarti 63 1 0 04 Apr 2024
Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions Jinzheng Zhao Yong-mei Xu Xinyuan Qian Davide Berghi Peipei Wu Meng Cui Jianyuan Sun Philip J. B. Jackson Wenwu Wang BDL 128 7 0 23 Oct 2023
Audio Visual Speaker Localization from EgoCentric Views Jinzheng Zhao Yong-mei Xu Xinyuan Qian Wenwu Wang EgoV 66 5 0 28 Sep 2023
Sound field decomposition based on two-stage neural networks Ryo Matsuda Makoto Otani 33 0 0 13 Sep 2023
Dual input neural networks for positional sound source localization Eric Grinstein Vincent W. Neo Patrick A. Naylor 42 6 0 08 Aug 2023
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
Extending GCC-PHAT using Shift Equivariant Neural Networks Axel Berg Mark O'Connor Kalle Åström Magnus Oskarsson 55 12 0 09 Aug 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
A Deep Reinforcement Learning Approach for Audio-based Navigation and Audio Source Localization in Multi-speaker Environments Petros Giannakopoulos Aggelos Pikrakis Y. Cotronis 143 3 0 25 Oct 2021
Emergency Vehicles Audio Detection and Localization in Autonomous Driving Hongyi Sun Xinyi Liu Kecheng Xu Jinghao Miao Qi Luo 59 20 0 30 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
SALADnet: Self-Attentive multisource Localization in the Ambisonics Domain Pierre-Amaury Grumiaux Srdan Kitic Prerak Srivastava Laurent Girin Alexandre Guérin 39 8 0 23 Jul 2021
A Deep Reinforcement Learning Approach to Audio-Based Navigation in a Multi-Speaker Environment Petros Giannakopoulos A. Pikrakis Y. Cotronis 72 7 0 10 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
Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Don Joven Agravante Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana 60 9 0 10 Dec 2020
Ensemble of Discriminators for Domain Adaptation in Multiple Sound Source 2D Localization G. L. Moing Don Joven Agravante Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Phongtharin Vinayavekhin 27 1 0 10 Dec 2020
Learning Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Don Joven Agravante 52 13 0 10 Dec 2020
FCN Approach for Dynamically Locating Multiple Speakers Hodaya Hammer Shlomo E. Chazan Jacob Goldberger Sharon Gannot 51 3 0 26 Aug 2020
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos J. Ferrandis P. Zuccarello M. Cobos 69 12 0 25 Jun 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
Time Difference of Arrival Estimation from Frequency-Sliding Generalized Cross-Correlations Using Convolutional Neural Networks Luca Comanducci M. Cobos Fabio Antonacci Augusto Sarti 64 27 0 03 Feb 2020
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks Zhenyu Tang John D. Kanu Kevin Hogan Tianyi Zhou 88 43 0 17 Apr 2019
Listening for Sirens: Locating and Classifying Acoustic Alarms in City Scenes Letizia Marchegiani Paul Newman 57 37 0 11 Oct 2018