A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection

13 June 2021

Antoine Deleforge

Papers citing "A Dataset of Dynamic Reverberant Sound Scenes with Directional Interferers for Sound Event Localization and Detection"

34 / 34 papers shown

Title
Reverberation-based Features for Sound Event Localization and Detection with Distance Estimation Davide Berghi Philip J. B. Jackson 34 0 0 11 Apr 2025
PSELDNets: Pre-trained Neural Networks on Large-scale Synthetic Datasets for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Fang Kang Feiran Yang Wenwu Wang Mark D. Plumbley J. Yang 33 0 0 10 Nov 2024
Leveraging Reverberation and Visual Depth Cues for Sound Event Localization and Detection with Distance Estimation Davide Berghi Philip J. B. Jackson 37 1 0 29 Oct 2024
Enhancing 1-Second 3D SELD Performance with Filter Bank Analysis and SCConv Integration in CST-Former Zhehui Zhang 24 0 0 17 Oct 2024
Sound Event Detection and Localization with Distance Estimation D. Krause A. Politis A. Mesaros 29 11 0 18 Mar 2024
6DoF SELD: Sound Event Localization and Detection Using Microphones and Motion Tracking Sensors on self-motioning human Masahiro Yasuda Shoichiro Saito Akira Nakayama Noboru Harada 40 3 0 04 Mar 2024
Selective-Memory Meta-Learning with Environment Representations for Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Qiuqiang Kong Feiran Yang Mark D. Plumbley Jun Yang 24 1 0 27 Dec 2023
Two vs. Four-Channel Sound Event Localization and Detection J. Wilkins Magdalena Fuentes Luca Bondi Shabnam Ghaffarzadegan A. Abavisani J. P. Bello 11 1 0 23 Sep 2023
Zero- and Few-shot Sound Event Localization and Detection Kazuki Shimada Kengo Uchida Yuichiro Koyama Takashi Shibuya Shusuke Takahashi Yuki Mitsufuji Tatsuya Kawahara 22 4 0 17 Sep 2023
Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning Miguel Sarabia Elena Menyaylenko Alessandro Toso Skyler Seto Zakaria Aldeneh Shadi Pirhosseinloo Luca Zappella B. Theobald N. Apostoloff Jonathan Sheaffer 32 7 0 18 Aug 2023
META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection Jinbo Hu Yin Cao Ming Wu Feiran Yang Ziying Yu Wenwu Wang Mark D. Plumbley J. Yang VLM 24 6 0 17 Aug 2023
STARSS23: An Audio-Visual Dataset of Spatial Recordings of Real Scenes with Spatiotemporal Annotations of Sound Events Kazuki Shimada A. Politis Parthasaarathy Sudarsanam D. Krause Kengo Uchida ... Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Tuomas Virtanen Yuki Mitsufuji 63 36 0 15 Jun 2023
SoundSieve: Seconds-Long Audio Event Recognition on Intermittently-Powered Systems Mahathir Monjur Yubo Luo Zhenyu Wang S. Nirjon 25 5 0 25 May 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
Tragic Talkers: A Shakespearean Sound- and Light-Field Dataset for Audio-Visual Machine Learning Research Davide Berghi M. Volino Philip J. B. Jackson VGen 23 6 0 04 Dec 2022
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 16 9 0 05 Sep 2022
ARAUS: A Large-Scale Dataset and Baseline Models of Affective Responses to Augmented Urban Soundscapes Kenneth Ooi Zhen-Ting Ong Karn N. Watcharasupat Bhan Lam J. Hong R. Korea. 20 18 0 03 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 36 7 0 24 Jun 2022
STARSS22: A dataset of spatial recordings of real scenes with spatiotemporal annotations of sound events A. Politis Kazuki Shimada Parthasaarathy Sudarsanam Sharath Adavanne D. Krause Yuichiro Koyama Naoya Takahashi Shusuke Takahashi Yuki Mitsufuji Tuomas Virtanen 34 61 0 04 Jun 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation Olga Slizovskaia Gordon Wichern Zhong-Qiu Wang Jonathan Le Roux 22 4 0 08 Mar 2022
Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments Masahiro Yasuda Yasunori Ohishi Shoichiro Saito 14 9 0 18 Feb 2022
Wearable SELD dataset: Dataset for sound event localization and detection using wearable devices around head Kento Nagatomo Masahiro Yasuda Kohei Yatabe Shoichiro Saito Yasuhiro Oikawa 24 9 0 17 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 33 36 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 13 63 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 36 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 23 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 26 49 0 01 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 38 246 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 19 0 0 22 Jul 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 19 6 0 22 Jul 2021
Assessment of Self-Attention on Learned Features For Sound Event Localization and Detection Parthasaarathy Sudarsanam A. Politis K. Drossos 16 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 19 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 30 23 0 21 Jun 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 13 79 0 08 Jan 2021