Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse
Response Simulation for Sound Event Localization and Detection

Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection

21 June 2021

Naoya Takahashi

Yuichiro Koyama

Shusuke Takahashi

Masafumi Takahashi

Papers citing "Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection"

13 / 13 papers shown

Title
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 31 0 0 10 Nov 2024
w2v-SELD: A Sound Event Localization and Detection Framework for Self-Supervised Spatial Audio Pre-Training Orlem Lima dos Santos Karen Rosero R. Lotufo SSL 19 2 0 12 Dec 2023
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 16 23 0 19 Mar 2022
Locate This, Not That: Class-Conditioned Sound Event DOA Estimation Olga Slizovskaia G. Wichern Zhong-Qiu Wang Jonathan Le Roux 14 4 0 08 Mar 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 11 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 27 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 13 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 18 5 0 12 Oct 2021
End-to-End Complex-Valued Multidilated Convolutional Neural Network for Joint Acoustic Echo Cancellation and Noise Suppression Karn N. Watcharasupat Thi Ngoc Tho Nguyen W. Gan Shengkui Zhao Bin Ma 30 12 0 02 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 15 48 0 01 Oct 2021
A Survey of Sound Source Localization with Deep Learning Methods Pierre-Amaury Grumiaux Srdjan Kitić Laurent Girin Alexandre Guérin 30 246 0 08 Sep 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 9 6 0 22 Jul 2021