Overview and Evaluation of Sound Event Localization and Detection in
DCASE 2019

Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019

6 September 2020

Archontis Politis

Sharath Adavanne

Toni Heittola

Tuomas Virtanen

Papers citing "Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019"

18 / 18 papers shown

Title
Temporal Attention Pooling for Frequency Dynamic Convolution in Sound Event Detection Hyeonuk Nam Yong-Hwa Park 33 0 0 17 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
Blind Estimation of Sub-band Acoustic Parameters from Ambisonics Recordings using Spectro-Spatial Covariance Features Hanyu Meng Jeroen Breebaart Jeremy Stoddard V. Sethu Eliathamby Ambikairajah 36 0 0 05 Nov 2024
Synthetic training set generation using text-to-audio models for environmental sound classification Francesca Ronchini Luca Comanducci Fabio Antonacci 37 2 0 26 Mar 2024
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 41 0 0 29 Oct 2023
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 35 1 0 27 Sep 2023
A Multimodal Prototypical Approach for Unsupervised Sound Classification Saksham Singh Kushwaha Magdalena Fuentes 39 8 0 21 Jun 2023
Domestic Activity Clustering from Audio via Depthwise Separable Convolutional Autoencoder Network Yanxiong Li Wenchang Cao Konstantinos Drossos Tuomas Virtanen 33 3 0 04 Aug 2022
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
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
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
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
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 102 406 0 13 Nov 2014