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 / 64 papers shown

Title
Spatial Audio Processing with Large Language Model on Wearable Devices Ayushi Mishra Yang Bai Priyadarshan Narayanasamy Nakul Garg Nirupam Roy 30 0 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 38 0 0 11 Apr 2025
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 65 1 0 03 Mar 2025
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 40 3 0 20 Sep 2024
SELD-Mamba: Selective State-Space Model for Sound Event Localization and Detection with Source Distance Estimation Da Mu Zhicheng Zhang Haobo Yue Zehao Wang Jin Tang Jianqin Yin Mamba 51 2 0 09 Aug 2024
Can Large Language Models Understand Spatial Audio? Changli Tang Wenyi Yu Guangzhi Sun Xianzhao Chen Tian Tan ... Jun Zhang Lu Lu Zejun Ma Yuxuan Wang Chao Zhang 54 4 0 12 Jun 2024
Guided Masked Self-Distillation Modeling for Distributed Multimedia Sensor Event Analysis Masahiro Yasuda Noboru Harada Yasunori Ohishi Shoichiro Saito Akira Nakayama Nobutaka Ono 41 3 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 37 14 0 02 Feb 2024
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 41 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 50 7 0 23 Oct 2023
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 37 1 0 27 Sep 2023
Permutation Invariant Recurrent Neural Networks for Sound Source Tracking Applications David Diaz-Guerra Archontis Politis A. Miguel J. R. Beltrán Tuomas Virtanen 33 0 0 14 Jun 2023
A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks Xinyi Chen Qu Yang Jibin Wu Haizhou Li Kay Chen Tan 30 16 0 26 May 2023
Contrastive Representation Learning for Acoustic Parameter Estimation Philipp Götz Cagdas Tuna Andreas Walther Emanuel Habets SSL 30 7 0 22 Feb 2023
Improving trajectory localization accuracy via direction-of-arrival derivative estimation Ruchi Pandey Shreya Jaiswal Huy P Phan S. Nannuru 30 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 42 14 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 30 5 0 26 Oct 2022
CoLoC: Conditioned Localizer and Classifier for Sound Event Localization and Detection Slawomir Kapka J. Tkaczuk 23 0 0 25 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 20 3 0 19 Oct 2022
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification D. Krause A. Mesaros 29 3 0 13 Sep 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 24 23 0 19 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 15 2 0 28 Feb 2022
L-SpEx: Localized Target Speaker Extraction Meng Ge Chenglin Xu Longbiao Wang Eng Siong Chng J. Dang Haizhou Li 32 21 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 43 13 0 18 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 18 25 0 13 Feb 2022
Self-Supervised Moving Vehicle Detection from Audio-Visual Cues Jannik Zürn Wolfram Burgard SSL 39 8 0 30 Jan 2022
End-to-end Alexa Device Arbitration Jarred Barber Yifeng Fan Tao Zhang 27 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 33 36 0 16 Nov 2021
Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers Sharath Adavanne Archontis Politis Tuomas Virtanen 31 16 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 13 63 0 14 Oct 2021
Visually Exploring Multi-Purpose Audio Data David Heise Helen L. Bear 27 3 0 09 Oct 2021
PHNNs: Lightweight Neural Networks via Parameterized Hypercomplex Convolutions Eleonora Grassucci Aston Zhang Danilo Comminiello 28 38 0 08 Oct 2021
A Few-Shot Learning Approach for Sound Source Distance Estimation Using Relation Networks Amirreza Sobhdel R. Razavi-Far 47 4 0 22 Sep 2021
Joint Direction and Proximity Classification of Overlapping Sound Events from Binaural Audio D. Krause Archontis Politis A. Mesaros 22 7 0 26 Jul 2021
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection Parthasaarathy Sudarsanam Archontis Politis Konstantinos Drossos 19 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 27 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 31 66 0 13 Jun 2021
SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform Yuhang He A. Trigoni Andrew Markham 34 19 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 27 24 0 07 Jun 2021
Refinement of Direction of Arrival Estimators by Majorization-Minimization Optimization on the Array Manifold Robin Scheibler M. Togami 13 3 0 02 Jun 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 44 22 0 27 Apr 2021
L3DAS21 Challenge: Machine Learning for 3D Audio Signal Processing E. Guizzo R. F. Gramaccioni Saeid Jamili Christian Marinoni Edoardo Massaro ... Marco Pennese Sveva Pepe Enrico Rocchi A. Uncini Danilo Comminiello 21 27 0 12 Apr 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 39 11 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 34 78 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 15 79 0 08 Jan 2021
ACCDOA: Activity-Coupled Cartesian Direction of Arrival Representation for Sound Event Localization and Detection Kazuki Shimada Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji 23 86 0 29 Oct 2020
An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Y. Zhong Wenwu Wang Mark D. Plumbley 16 75 0 25 Oct 2020
Joint Analysis of Sound Events and Acoustic Scenes Using Multitask Learning Noriyuki Tonami Keisuke Imoto Ryosuke Yamanishi Y. Yamashita 23 13 0 16 Oct 2020
Sound event localization and detection based on crnn using rectangular filters and channel rotation data augmentation Francesca Ronchini Daniel Arteaga Andrés Pérez-López 26 9 0 13 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 35 88 0 04 Oct 2020