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Sound source detection, localization and classification using consecutive ensemble of CRNN models

2 August 2019

Papers citing "Sound source detection, localization and classification using consecutive ensemble of CRNN models"

25 / 25 papers shown

Title
CNN-based Robust Sound Source Localization with SRP-PHAT for the Extreme Edge Jun Yin Marian Verhelst 195 1 0 03 Mar 2025
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 50 2 0 12 Dec 2023
CoLoC: Conditioned Localizer and Classifier for Sound Event Localization and Detection Slawomir Kapka J. Tkaczuk 52 0 0 25 Oct 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources Haoran Yin Meng Ge Yanjie Fu Gaoyan Zhang Longbiao Wang Lei Zhang Lin Qiu Jianwu Dang 64 5 0 15 Jul 2022
Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNs David Diaz-Guerra A. Miguel J. R. Beltrán 107 22 0 31 Mar 2022
Echo-aware Adaptation of Sound Event Localization and Detection in Unknown Environments Masahiro Yasuda Yasunori Ohishi Shoichiro Saito 126 11 0 18 Feb 2022
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 67 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
TASK3 DCASE2021 Challenge: Sound event localization and detection using squeeze-excitation residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos P. Zuccarello F. Ferri M. Cobos 138 0 0 30 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 52 6 0 22 Jul 2021
Digging Deeper into CRNN Model in Chinese Text Images Recognition Kunhong Yu Yuze Zhang 34 2 0 17 Nov 2020
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
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
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 131 128 0 06 Sep 2020
Conditioned Time-Dilated Convolutions for Sound Event Detection Konstantinos Drossos S. I. Mimilakis Tuomas Virtanen 70 0 0 10 Jul 2020
Sound Event Localization and Detection using Squeeze-Excitation Residual CNNs Javier Naranjo-Alcazar Sergi Perez-Castanos J. Ferrandis P. Zuccarello M. Cobos 69 12 0 25 Jun 2020
Robust Sound Source Tracking Using SRP-PHAT and 3D Convolutional Neural Networks David Diaz-Guerra A. Miguel J. R. Beltrán 93 89 0 16 Jun 2020
A Dataset of Reverberant Spatial Sound Scenes with Moving Sources for Sound Event Localization and Detection Archontis Politis Sharath Adavanne Tuomas Virtanen 82 109 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
Sound Event Detection with Depthwise Separable and Dilated Convolutions Konstantinos Drossos S. I. Mimilakis Shayan Gharib Yanxiong Li Tuomas Virtanen 76 38 0 02 Feb 2020
DOA Estimation by DNN-based Denoising and Dereverberation from Sound Intensity Vector Masahiro Yasuda Yuma Koizumi Luca Mazzon Shoichiro Saito Hisashi Uematsu 36 2 0 10 Oct 2019
First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation Luca Mazzon Yuma Koizumi Masahiro Yasuda Noboru Harada 65 44 0 10 Oct 2019
Detecting Sound-Absorbing Materials in a Room from a Single Impulse Response using a CRNN C. Papayiannis C. Evers Patrick A. Naylor 28 1 0 17 Jan 2019
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 303 4,687 0 17 Feb 2017