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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"

50 / 80 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
Analytic Class Incremental Learning for Sound Source Localization with Privacy Protection Xinyuan Qian Xianghu Yue Jun Wang Huiping Zhuang Haizhou Li 80 1 0 11 Sep 2024
Winner-takes-all learners are geometry-aware conditional density estimators Victor Letzelter David Perera Cédric Rommel Mathieu Fontaine S. Essid Gael Richard Patrick Pérez 55 4 0 07 Jun 2024
IPDnet: A Universal Direct-Path IPD Estimation Network for Sound Source Localization Ya-Bin Wang Bing Yang Xiaofei Li 109 1 0 11 May 2024
Audio Simulation for Sound Source Localization in Virtual Evironment Yidi Yuan Swee Liang Wong Jonathan Pan 54 0 0 02 Apr 2024
Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis Victor Letzelter Mathieu Fontaine Mickaël Chen Patrick Pérez S. Essid Ga¨el Richard 51 8 0 02 Nov 2023
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 67 0 0 29 Oct 2023
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
LocSelect: Target Speaker Localization with an Auditory Selective Hearing Mechanism Yu Chen Xinyuan Qian Zexu Pan Kainan Chen Haizhou Li 53 3 0 16 Oct 2023
Two vs. Four-Channel Sound Event Localization and Detection J. Wilkins Magdalena Fuentes Luca Bondi Shabnam Ghaffarzadegan A. Abavisani J. P. Bello 117 1 0 23 Sep 2023
Leveraging Geometrical Acoustic Simulations of Spatial Room Impulse Responses for Improved Sound Event Detection and Localization Christopher Ick Brian McFee 64 1 0 06 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
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 93 5 0 17 Jul 2023
Graph neural networks for sound source localization on distributed microphone networks Eric Grinstein Mike Brookes Patrick A. Naylor 46 9 0 28 Jun 2023
Sound Localization from Motion: Jointly Learning Sound Direction and Camera Rotation Ziyang Chen Shengyi Qian Andrew Owens 101 13 0 20 Mar 2023
Improving trajectory localization accuracy via direction-of-arrival derivative estimation Ruchi Pandey Shreya Jaiswal Huy P Phan S. Nannuru 70 0 0 07 Dec 2022
Deep Learning Based Audio-Visual Multi-Speaker DOA Estimation Using Permutation-Free Loss Function Qing Wang Hang Chen Yannan Jiang Zhe Wang Yuyang Wang Jun Du Chin-Hui Lee 44 4 0 26 Oct 2022
Neural Sound Field Decomposition with Super-resolution of Sound Direction Qiuqiang Kong Shilei Liu Junjie Shi Xuzhou Ye Yin Cao Qiaoxi Zhu Yong-mei Xu Yuxuan Wang 56 0 0 22 Oct 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources Haoran Yin Meng Ge Yanjie Fu Gaoyan Zhang Longbiao Wang Lei Zhang Lin Qiu Jianwu Dang 64 5 0 15 Jul 2022
Iterative Sound Source Localization for Unknown Number of Sources Yanjie Fu Meng Ge Haoran Yin Xinyuan Qian Longbiao Wang Gaoyan Zhang Jianwu Dang 79 8 0 24 Jun 2022
Fast Cross-Correlation for TDoA Estimation on Small Aperture Microphone Arrays François Grondin Marc-Antoine Maheux Jean-Samuel Lauzon Jonathan Vincent François Michaud 73 1 0 28 Apr 2022
Sound Localization by Self-Supervised Time Delay Estimation Ziyang Chen David Fouhey Andrew Owens SSL 99 19 0 26 Apr 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
SMP-PHAT: Lightweight DoA Estimation by Merging Microphone Pairs Franccois Grondin Marc-Antoine Maheux Jean-Samuel Lauzon Jonathan Vincent Francçois Michaud 45 2 0 27 Mar 2022
SmartBelt: A Wearable Microphone Array for Sound Source Localization with Haptic Feedback Simon Michaud Benjamin Moffett Ana Tapia Rousiouk Victoria Duda François Grondin HAI 49 2 0 28 Feb 2022
Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments Masahiro Yasuda Yasunori Ohishi Shoichiro Saito 126 11 0 18 Feb 2022
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization Bing Yang Hong Liu Xiaofei Li 44 22 0 16 Feb 2022
Egocentric Deep Multi-Channel Audio-Visual Active Speaker Localization Hao Jiang Calvin Murdock V. Ithapu EgoV 89 41 0 06 Jan 2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms Wolfgang Mack Julian Wechsler Emanuel Habets 124 11 0 03 Jan 2022
Computational bioacoustics with deep learning: a review and roadmap D. Stowell 92 259 0 13 Dec 2021
DeepAoANet: Learning Angle of Arrival from Software Defined Radios with Deep Neural Networks Zhuangzhuang Dai Yuhang He Tran Vu Niki Trigoni Andrew Markham 106 28 0 01 Dec 2021
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers Sharath Adavanne Archontis Politis Tuomas Virtanen 72 17 0 29 Oct 2021
Spatial mixup: Directional loudness modification as data augmentation for sound event localization and detection Ricardo Falcón Pérez Kazuki Shimada Yuichiro Koyama Shusuke Takahashi Yuki Mitsufuji 128 5 0 12 Oct 2021
Direct source and early reflections localization using deep deconvolution network under reverberant environment Shan Gao Xihong Wu T. Qu 16 0 0 10 Oct 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
SLoClas: A Database for Joint Sound Localization and Classification Xinyuan Qian Bidisha Sharma Amine El Abridi Haizhou Li 26 3 0 05 Aug 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
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis Thi Ngoc Tho Nguyen Karn N. Watcharasupat Zhen Jian Lee Ngoc Khanh Nguyen Douglas L. Jones W. Gan 52 6 0 22 Jul 2021
PILOT: Introducing Transformers for Probabilistic Sound Event Localization C. Schymura Benedikt T. Bönninghoff Tsubasa Ochiai Marc Delcroix K. Kinoshita Tomohiro Nakatani S. Araki D. Kolossa 63 24 0 07 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 36 23 0 05 May 2021
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization C. Schymura Tsubasa Ochiai Marc Delcroix K. Kinoshita Tomohiro Nakatani S. Araki D. Kolossa 36 14 0 28 Feb 2021
Data Fusion for Audiovisual Speaker Localization: Extending Dynamic Stream Weights to the Spatial Domain J. Wissing Benedikt T. Boenninghoff D. Kolossa Tsubasa Ochiai Marc Delcroix K. Kinoshita Tomohiro Nakatani S. Araki C. Schymura 26 2 0 23 Feb 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
A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection Qing Wang Jun Du Hua-Xin Wu Jia Pan Feng Ma Chin-Hui Lee 62 83 0 08 Jan 2021
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 20 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 44 13 0 10 Dec 2020
Efficient Training Data Generation for Phase-Based DOA Estimation Fabian Hübner Wolfgang Mack Emanuel Habets 43 7 0 09 Nov 2020
Directional ASR: A New Paradigm for E2E Multi-Speaker Speech Recognition with Source Localization Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Yong-mei Xu Shi-Xiong Zhang Dong Yu 58 21 0 30 Oct 2020
Object Permanence Through Audio-Visual Representations Fanjun Bu Chien-Ming Huang 27 2 0 20 Oct 2020