First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation

10 October 2019

Papers citing "First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation"

22 / 22 papers shown

Title
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
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
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 93 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
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
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
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 72 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
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 71 49 0 01 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
Improving Polyphonic Sound Event Detection on Multichannel Recordings with the Sørensen-Dice Coefficient Loss and Transfer Learning Karn N. Watcharasupat Thi Ngoc Tho Nguyen Ngoc Khanh Nguyen Zhen Jian Lee Douglas L. Jones W. Gan 128 0 0 22 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
Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection Kazuki Shimada Naoya Takahashi Yuichiro Koyama Shusuke Takahashi E. Tsunoo Masafumi Takahashi Yuki Mitsufuji 56 23 0 21 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 154 27 0 12 Apr 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 64 83 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 112 89 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 71 78 0 25 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 50 9 0 13 Oct 2020
Overview and Evaluation of Sound Event Localization and Detection in DCASE 2019 Archontis Politis A. Mesaros Sharath Adavanne Toni Heittola Tuomas Virtanen 133 128 0 06 Sep 2020
Sound Event Localization and Detection Using Activity-Coupled Cartesian DOA Vector and RD3net Kazuki Shimada Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji 121 19 0 22 Jun 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 94 109 0 02 Jun 2020
Sound Event Localization based on Sound Intensity Vector Refined By DNN-Based Denoising and Source Separation Masahiro Yasuda Yuma Koizumi Shoichiro Saito Hisashi Uematsu Keisuke Imoto 112 27 0 14 Feb 2020