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Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy

1 May 2019

Papers citing "Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy"

46 / 46 papers shown

Title
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
Audio-Visual Talker Localization in Video for Spatial Sound Reproduction Davide Berghi Philip J. B. Jackson 78 0 0 01 Jun 2024
The Neural-SRP method for positional sound source localization Eric Grinstein Toon van Waterschoot Mike Brookes Patrick A. Naylor 54 2 0 14 Mar 2024
Leveraging Visual Supervision for Array-based Active Speaker Detection and Localization Davide Berghi Philip J. B. Jackson 64 5 0 21 Dec 2023
Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection Davide Berghi Peipei Wu Jinzheng Zhao Wenwu Wang Philip J. B. Jackson 85 11 0 14 Dec 2023
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 67 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 128 7 0 23 Oct 2023
LocSelect: Target Speaker Localization with an Auditory Selective Hearing Mechanism Yu Chen Xinyuan Qian Zexu Pan Kainan Chen Haizhou Li 53 3 0 16 Oct 2023
Audio Visual Speaker Localization from EgoCentric Views Jinzheng Zhao Yong-mei Xu Xinyuan Qian Wenwu Wang EgoV 66 5 0 28 Sep 2023
Exploring Self-Supervised Contrastive Learning of Spatial Sound Event Representation Xilin Jiang Cong Han Yinghao Aaron Li N. Mesgarani SSL 83 1 0 27 Sep 2023
Dual input neural networks for positional sound source localization Eric Grinstein Vincent W. Neo Patrick A. Naylor 42 6 0 08 Aug 2023
In search of strong embedding extractors for speaker diarisation Jee-weon Jung Hee-Soo Heo Bong-Jin Lee Jaesung Huh A. Brown Youngki Kwon Shinji Watanabe Joon Son Chung 83 16 0 26 Oct 2022
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification D. Krause A. Mesaros 33 3 0 13 Sep 2022
Polyphonic sound event detection for highly dense birdsong scenes Alberto García Arroba Parrilla D. Stowell 30 3 0 13 Jul 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 152 64 0 04 Jun 2022
Self-supervised Learning of Audio Representations from Audio-Visual Data using Spatial Alignment Shanshan Wang Archontis Politis A. Mesaros Tuomas Virtanen SSL 42 7 0 02 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
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
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 Data Augmentation with Simulated Room Impulse Responses for Sound Event Localization and Detection Yuichiro Koyama Kazuhide Shigemi Masafumi Takahashi Kazuki Shimada Naoya Takahashi E. Tsunoo Shusuke Takahashi Yuki Mitsufuji 67 12 0 13 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
SLoClas: A Database for Joint Sound Localization and Classification Xinyuan Qian Bidisha Sharma Amine El Abridi Haizhou Li 31 3 0 05 Aug 2021
What Makes Sound Event Localization and Detection Difficult? Insights from Error Analysis Thi Ngoc Tho Nguyen Karn N. Watcharasupat Zhen Jian Lee Ngoc Khanh Nguyen Douglas L. Jones W. Gan 52 6 0 22 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
SoundDet: Polyphonic Moving Sound Event Detection and Localization from Raw Waveform Yuhang He A. Trigoni Andrew Markham 67 19 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 154 27 0 12 Apr 2021
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network Jee-weon Jung Hee-Soo Heo Youngki Kwon Joon Son Chung Bong-Jin Lee 122 19 0 07 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
Event-Independent Network for Polyphonic Sound Event Localization and Detection Yin Cao Turab Iqbal Qiuqiang Kong Yue Zhong Wenwu Wang Mark D. Plumbley 60 32 0 30 Sep 2020
On Multitask Loss Function for Audio Event Detection and Localization Huy P Phan L. D. Pham P. Koch Ngoc Q. K. Duong Ian Mcloughlin Alfred Mertins 87 14 0 11 Sep 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
A two-step system for sound event localization and detection T. N. T. Nguyen D. L. Jones Rishabh Ranjan S. Jayabalan W. Gan 43 4 0 26 Nov 2019
Sound Event Localization and Detection Using CRNN on Pairs of Microphones François Grondin James R. Glass I. Sobieraj Mark D. Plumbley 77 33 0 22 Oct 2019
First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation Luca Mazzon Yuma Koizumi Masahiro Yasuda Noboru Harada 67 44 0 10 Oct 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019