Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapes

29 January 2024

Papers citing "Enhanced Sound Event Localization and Detection in Real 360-degree audio-visual soundscapes"

21 / 21 papers shown

Title
Spatial Scaper: A Library to Simulate and Augment Soundscapes for Sound Event Localization and Detection in Realistic Rooms Irán R. Román Christopher Ick Sivan Ding Adrian S. Roman Brian McFee J. P. Bello 43 16 0 19 Jan 2024
Robust DOA estimation using deep acoustic imaging Adrian S. Roman Irán R. Román J. P. Bello 135 3 0 16 Jan 2024
Sound Source Distance Estimation in Diverse and Dynamic Acoustic Conditions Saksham Singh Kushwaha Irán R. Román Magdalena Fuentes J. P. Bello 41 9 0 17 Sep 2023
Bridging High-Quality Audio and Video via Language for Sound Effects Retrieval from Visual Queries J. Wilkins Justin Salamon Magdalena Fuentes J. P. Bello Oriol Nieto CLIP 44 5 0 17 Aug 2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events Kazuki Shimada Archontis Politis Parthasaarathy Sudarsanam D. Krause Kengo Uchida ... Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Tuomas Virtanen Yuki Mitsufuji 88 40 0 15 Jun 2023
A Closer Look at Weakly-Supervised Audio-Visual Source Localization Shentong Mo Pedro Morgado 135 66 0 30 Aug 2022
Localizing Visual Sounds the Easy Way Shentong Mo Pedro Morgado 132 81 0 17 Mar 2022
Detecting Twenty-thousand Classes using Image-level Supervision Xingyi Zhou Rohit Girdhar Armand Joulin Phillip Krahenbuhl Ishan Misra CLIP VLM 103 614 0 07 Jan 2022
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 51 65 0 14 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 59 253 0 08 Sep 2021
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection Parthasaarathy Sudarsanam Archontis Politis Konstantinos Drossos 47 13 0 20 Jul 2021
YOLOX: Exceeding YOLO Series in 2021 Zheng Ge Songtao Liu Feng Wang Zeming Li Jian Sun ObjD 142 4,090 0 18 Jul 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 55 82 0 08 Jan 2021
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 95 459 0 01 Oct 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 106 128 0 06 Sep 2020
VGGSound: A Large-scale Audio-Visual Dataset Honglie Chen Weidi Xie Andrea Vedaldi Andrew Zisserman 89 582 0 29 Apr 2020
LVIS: A Dataset for Large Vocabulary Instance Segmentation Agrim Gupta Piotr Dollár Ross B. Girshick ISeg VLM 103 1,371 0 08 Aug 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 48 111 0 21 May 2019
Localization, Detection and Tracking of Multiple Moving Sound Sources with a Convolutional Recurrent Neural Network Sharath Adavanne Archontis Politis Tuomas Virtanen VOT 41 44 0 29 Apr 2019
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 66 473 0 30 Jun 2018
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,777 0 01 May 2014