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

30 June 2018

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

50 / 89 papers shown

Title
Stereo sound event localization and detection based on PSELDnet pretraining and BiMamba sequence modeling Wenmiao Gao Yang Xiao Mamba 38 0 0 16 Jun 2025
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 107 1 0 11 Apr 2025
Location-Oriented Sound Event Localization and Detection with Spatial Mapping and Regression Localization Xueping Zhang Yaxiong Chen Ruilin Yao Yunfei Zi Shengwu Xiong 84 0 0 11 Apr 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 195 1 0 03 Mar 2025
PSELDNets: Pre-trained Neural Networks on a Large-scale Synthetic Dataset for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Fang Kang Feiran Yang Wenwu Wang Mark D. Plumbley J. Yang 68 1 0 10 Nov 2024
Exploring Text-Queried Sound Event Detection with Audio Source Separation Han Yin Jisheng Bai Yang Xiao Hui Wang Siqi Zheng Yafeng Chen Rohan Kumar Das Chong Deng Jianfeng Chen 106 4 0 20 Sep 2024
Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis Masahiro Yasuda Noboru Harada Yasunori Ohishi Shoichiro Saito Akira Nakayama Nobutaka Ono 94 4 0 12 Apr 2024
BAT: Learning to Reason about Spatial Sounds with Large Language Models Zhisheng Zheng Puyuan Peng Ziyang Ma Xie Chen Eunsol Choi David Harwath LRM 125 19 0 02 Feb 2024
Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapes Adrian S. Roman Baladithya Balamurugan Rithik Pothuganti 67 5 0 29 Jan 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
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
Panoramic Video Salient Object Detection with Ambisonic Audio Guidance Xiang Li H. Cao Shijie Zhao Junlin Li Li Zhang Bhiksha Raj 92 13 0 26 Nov 2022
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
CoLoC: Conditioned Localizer and Classifier for Sound Event Localization and Detection Slawomir Kapka J. Tkaczuk 52 0 0 25 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
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 83 3 0 19 Oct 2022
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification D. Krause A. Mesaros 33 3 0 13 Sep 2022
Sound Event Localization and Detection for Real Spatial Sound Scenes: Event-Independent Network and Data Augmentation Chains Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley J. Yang 86 10 0 05 Sep 2022
Data Augmentation and Squeeze-and-Excitation Network on Multiple Dimension for Sound Event Localization and Detection in Real Scenes Byeongil Ko Hyeonuk Nam Seong-Hu Kim D. Min Seung-Deok Choi Yong-Hwa Park 77 7 0 24 Jun 2022
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events Archontis Politis Kazuki Shimada Parthasaarathy Sudarsanam Sharath Adavanne D. Krause Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji Tuomas Virtanen 147 64 0 04 Jun 2022
Sonic Interactions in Virtual Environments: the Egocentric Audio Perspective of the Digital Twin M. Geronazzo Stefania Serafin 27 6 0 21 Apr 2022
Dual Quaternion Ambisonics Array for Six-Degree-of-Freedom Acoustic Representation Eleonora Grassucci Gioia Mancini Christian Brignone A. Uncini Danilo Comminiello 72 16 0 04 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
A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley J. Yang 64 23 0 19 Mar 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation Olga Slizovskaia Gordon Wichern Zhong-Qiu Wang Jonathan Le Roux 59 4 0 08 Mar 2022
L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment E. Guizzo Christian Marinoni Marco Pennese Xinlei Ren Xiguang Zheng Chen Zhang Bruno Masiero A. Uncini Danilo Comminiello 113 54 0 21 Feb 2022
L-SpEx: Localized Target Speaker Extraction Meng Ge Chenglin Xu Longbiao Wang Eng Siong Chng Jianwu Dang Haizhou Li 52 24 0 21 Feb 2022
Multi-view and Multi-modal Event Detection Utilizing Transformer-based Multi-sensor fusion Masahiro Yasuda Yasunori Ohishi Shoichiro Saito Noboru Harada 74 13 0 18 Feb 2022
Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head Kento Nagatomo Masahiro Yasuda Kohei Yatabe Shoichiro Saito Yasuhiro Oikawa 133 9 0 17 Feb 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
Visual Sound Localization in the Wild by Cross-Modal Interference Erasing Xian Liu Rui Qian Hang Zhou Di Hu Weiyao Lin Ziwei Liu Bolei Zhou Xiaowei Zhou 62 26 0 13 Feb 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 87 8 0 30 Jan 2022
Signal-Aware Direction-of-Arrival Estimation Using Attention Mechanisms Wolfgang Mack Julian Wechsler Emanuel Habets 124 11 0 03 Jan 2022
End-to-end Alexa Device Arbitration Jarred Barber Yifeng Fan Tao Zhang 46 3 0 08 Dec 2021
SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays Thi Ngoc Tho Nguyen Douglas L. Jones Karn N. Watcharasupat Huy P Phan W. Gan 70 37 0 16 Nov 2021
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers Sharath Adavanne Archontis Politis Tuomas Virtanen 72 17 0 29 Oct 2021
Multi-ACCDOA: Localizing and Detecting Overlapping Sounds from the Same Class with Auxiliary Duplicating Permutation Invariant Training Kazuki Shimada Yuichiro Koyama Shusuke Takahashi Naoya Takahashi E. Tsunoo Yuki Mitsufuji 70 66 0 14 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 18 0 0 10 Oct 2021
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Eleonora Grassucci Aston Zhang Danilo Comminiello 83 37 0 08 Oct 2021
SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and Detection Thi Ngoc Tho Nguyen Karn N. Watcharasupat Ngoc Khanh Nguyen Douglas L. Jones W. Gan 67 49 0 01 Oct 2021
A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks Amirreza Sobhdel R. Razavi-Far 75 4 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
Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio D. Krause Archontis Politis A. Mesaros 44 8 0 26 Jul 2021
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection Parthasaarathy Sudarsanam Archontis Politis Konstantinos Drossos 54 13 0 20 Jul 2021
DCASE 2021 Task 3: Spectrotemporally-aligned Features for Polyphonic Sound Event Localization and Detection Thi Ngoc Tho Nguyen Karn N. Watcharasupat Ngoc Khanh Nguyen Douglas L. Jones W. Gan 70 16 0 29 Jun 2021
A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection Archontis Politis Sharath Adavanne D. Krause Antoine Deleforge Prerak Srivastava Tuomas Virtanen 75 68 0 13 Jun 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
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array Manifold Robin Scheibler M. Togami 26 3 0 02 Jun 2021
Weakly Supervised Source-Specific Sound Level Estimation in Noisy Soundscapes Aurora Cramer M. Cartwright Fatemeh Pishdadian J. P. Bello 58 2 0 06 May 2021