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Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks

30 June 2018

Papers citing "Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks"

39 / 89 papers shown

Title
BeamLearning: an end-to-end Deep Learning approach for the angular localization of sound sources using raw multichannel acoustic pressure data Hadrien Pujol Éric Bavu Alexandre Garcia 88 22 0 27 Apr 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
Audio scene monitoring using redundant ad-hoc microphone array networks Peter Gerstoft Yihan Hu Michael J. Bianco Chaitanya Patil Ardel Alegre Y. Freund François Grondin 73 12 0 02 Mar 2021
Exploiting Attention-based Sequence-to-Sequence Architectures for Sound Event Localization C. Schymura Tsubasa Ochiai Marc Delcroix K. Kinoshita Tomohiro Nakatani S. Araki D. Kolossa 38 14 0 28 Feb 2021
Deep Learning based Multi-Source Localization with Source Splitting and its Effectiveness in Multi-Talker Speech Recognition Aswin Shanmugam Subramanian Chao Weng Shinji Watanabe Meng Yu Dong Yu 115 80 0 16 Feb 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
Learning Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Don Joven Agravante 49 13 0 10 Dec 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
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
Joint Analysis of Sound Events and Acoustic Scenes Using Multitask Learning Noriyuki Tonami Keisuke Imoto Ryosuke Yamanishi Y. Yamashita 59 13 0 16 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
The Cone of Silence: Speech Separation by Localization Teerapat Jenrungrot V. Jayaram S. M. Seitz Ira Kemelmacher-Shlizerman 81 56 0 12 Oct 2020
Upper Esophageal Sphincter Opening Segmentation with Convolutional Recurrent Neural Networks in High Resolution Cervical Auscultation Yassin Khalifa Cara Donohue James L. Coyle E. Sejdić 33 34 0 08 Oct 2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation Zhong-Qiu Wang Peidong Wang DeLiang Wang 58 90 0 04 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 133 128 0 06 Sep 2020
Conditioned Time-Dilated Convolutions for Sound Event Detection Konstantinos Drossos S. I. Mimilakis Tuomas Virtanen 78 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
Telling Left from Right: Learning Spatial Correspondence of Sight and Sound Karren D. Yang Bryan C. Russell Justin Salamon SSL 103 76 0 11 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
Dilated U-net based approach for multichannel speech enhancement from First-Order Ambisonics recordings Amélie Bosca Alexandre Guérin L. Perotin Srdan Kitic 39 20 0 02 Jun 2020
Semi-supervised source localization with deep generative modeling Michael J. Bianco Sharon Gannot Peter Gerstoft DRL 66 21 0 27 May 2020
Multi-Source DOA Estimation through Pattern Recognition of the Modal Coherence of a Reverberant Soundfield Abdullah Fahim P. Samarasinghe T. Abhayapala 43 17 0 18 Mar 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
Active Learning for Sound Event Detection Shuyang Zhao Toni Heittola Tuomas Virtanen 66 27 0 12 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
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
A hybrid parametric-deep learning approach for sound event localization and detection A. Pérez-López Eduardo Fonseca Xavier Serra 126 6 0 27 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
A multi-room reverberant dataset for sound event localization and detection Sharath Adavanne Archontis Politis Tuomas Virtanen 67 111 0 21 May 2019
Machine learning in acoustics: theory and applications Michael J. Bianco Peter Gerstoft James Traer Emma Ozanich M. Roch Sharon Gannot Charles-Alban Deledalle AI4CE 89 391 0 11 May 2019
Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy Yin Cao Qiuqiang Kong Turab Iqbal Fengyan An Wenwu Wang Mark D. Plumbley 87 119 0 01 May 2019
Regression and Classification for Direction-of-Arrival Estimation with Convolutional Recurrent Neural Networks Zhenyu Tang John D. Kanu Kevin Hogan Tianyi Zhou 88 43 0 17 Apr 2019
Cross-task learning for audio tagging, sound event detection spatial localization: DCASE 2019 baseline systems Qiuqiang Kong Yin Cao Turab Iqbal Yong-mei Xu Wenwu Wang Mark D. Plumbley AI4TS 155 77 0 11 Apr 2019
End-to-end Binaural Sound Localisation from the Raw Waveform Paolo Vecchiotti Ning Ma S. Squartini Guy J. Brown 45 59 0 03 Apr 2019
Joining Sound Event Detection and Localization Through Spatial Segregation Ivo Trowitzsch C. Schymura D. Kolossa Klaus Obermayer 57 18 0 29 Mar 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events Danilo Comminiello Marco Lella Simone Scardapane A. Uncini 3DPC 66 58 0 17 Dec 2018
Towards End-to-End Acoustic Localization using Deep Learning: from Audio Signal to Source Position Coordinates Juan Manuel Vera-Diaz Daniel Pizarro-Perez Javier Macias-Guarasa 66 116 0 29 Jul 2018