Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network

7 June 2017

Papers citing "Sound Event Detection Using Spatial Features and Convolutional Recurrent Neural Network"

39 / 39 papers shown

Title
FedMLAC: Mutual Learning Driven Heterogeneous Federated Audio Classification Jun Bai Rajib Rana Di Wu Youyang Qu Xiaohui Tao J. Zhang 24 0 0 11 Jun 2025
SoundLoc3D: Invisible 3D Sound Source Localization and Classification Using a Multimodal RGB-D Acoustic Camera Yuhang He Sangyun Shin Anoop Cherian Niki Trigoni Andrew Markham 118 0 0 31 Dec 2024
SyncViolinist: Music-Oriented Violin Motion Generation Based on Bowing and Fingering Hiroki Nishizawa Keitaro Tanaka Asuka Hirata Shugo Yamaguchi Qi Feng Masatoshi Hamanaka Shigeo Morishima 110 0 0 11 Dec 2024
SoundCount: Sound Counting from Raw Audio with Dyadic Decomposition Neural Network Yuhang He Zhuangzhuang Dai Long Chen Niki Trigoni Andrew Markham 77 0 0 26 Dec 2023
Feature Aggregation in Joint Sound Classification and Localization Neural Networks Brendan Healy Patrick McNamee Z. Nili Ahmadabadi 69 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
Improving Primate Sounds Classification using Binary Presorting for Deep Learning Michael Kolle Steffen Illium Maximilian Zorn Jonas Nusslein Patrick Suchostawski Claudia Linnhoff-Popien 58 1 0 28 Jun 2023
AST-SED: An Effective Sound Event Detection Method Based on Audio Spectrogram Transformer Kang Li Yan Song Lirong Dai Ian Mcloughlin Xin Fang Lin Liu 78 22 0 07 Mar 2023
Training sound event detection with soft labels from crowdsourced annotations Irene Martín-Morató Manu Harju Paul Ahokas A. Mesaros 69 16 0 28 Feb 2023
Binaural Signal Representations for Joint Sound Event Detection and Acoustic Scene Classification D. Krause A. Mesaros 33 3 0 13 Sep 2022
Past and Future Motion Guided Network for Audio Visual Event Localization Ting-Yen Chen Jianqin Yin Jin Tang 53 2 0 08 May 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
Acoustic Event Detection with Classifier Chains Tatsuya Komatsu Shinji Watanabe Koichi Miyazaki Tomoki Hayashi 52 7 0 17 Feb 2022
Polyphonic Sound Event Detection Using Capsule Neural Network on Multi-Type-Multi-Scale Time-Frequency Representation Wangkai Jin Junyu Liu Jianfeng Ren Xiangjun Peng 20 3 0 25 Nov 2021
Sound Event Detection Transformer: An Event-based End-to-End Model for Sound Event Detection Zhi-qin Ye Xiangdong Wang Hong Liu Yueliang Qian Ruijie Tao Long Yan Kazushige Ouchi ViT 60 16 0 05 Oct 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 128 0 0 22 Jul 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
Conditioned Time-Dilated Convolutions for Sound Event Detection Konstantinos Drossos S. I. Mimilakis Tuomas Virtanen 78 0 0 10 Jul 2020
SELD-TCN: Sound Event Localization & Detection via Temporal Convolutional Networks Karim Guirguis Christoph Schorn A. Guntoro Sherif Abdulatif Bin Yang 47 56 0 03 Mar 2020
Non-Negative Matrix Factorization-Convolutional Neural Network (NMF-CNN) For Sound Event Detection T. K. Chan C. Chin Ye Li 33 15 0 22 Jan 2020
Weakly Labeled Sound Event Detection Using Tri-training and Adversarial Learning Hyoungwoo Park Sungrack Yun Jungyun Eum Janghoon Cho Kyuwoong Hwang 33 4 0 14 Oct 2019
Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation Wei Xia K. Koishida 52 14 0 04 Aug 2019
Sound source detection, localization and classification using consecutive ensemble of CRNN models Slawomir Kapka M. Lewandowski 122 66 0 02 Aug 2019
Language Modelling for Sound Event Detection with Teacher Forcing and Scheduled Sampling Konstantinos Drossos Shayan Gharib P. Magron Tuomas Virtanen AI4TS 80 22 0 19 Jul 2019
An Attention Mechanism for Musical Instrument Recognition Francesco Ferroni Mohit Sharma Alexander Lerch 73 41 0 09 Jul 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
Identify, locate and separate: Audio-visual object extraction in large video collections using weak supervision Sanjeel Parekh A. Ozerov S. Essid Ngoc Q. K. Duong P. Pérez G. Richard 68 16 0 09 Nov 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 106 475 0 30 Jun 2018
Adaptive pooling operators for weakly labeled sound event detection Brian McFee Justin Salamon J. P. Bello 106 148 0 26 Apr 2018
Weakly Supervised Representation Learning for Unsynchronized Audio-Visual Events Sanjeel Parekh S. Essid A. Ozerov Ngoc Q. K. Duong P. Pérez G. Richard SSL 92 19 0 19 Apr 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 133 882 0 03 Mar 2018
Multichannel Sound Event Detection Using 3D Convolutional Neural Networks for Learning Inter-channel Features Sharath Adavanne Archontis Politis Tuomas Virtanen 3DPC 66 41 0 29 Jan 2018
Direction of arrival estimation for multiple sound sources using convolutional recurrent neural network Sharath Adavanne Archontis Politis Tuomas Virtanen 88 238 0 27 Oct 2017
Sound event detection using weakly labeled dataset with stacked convolutional and recurrent neural network Sharath Adavanne Tuomas Virtanen NoLa 48 54 0 09 Oct 2017
A report on sound event detection with different binaural features Sharath Adavanne Tuomas Virtanen 62 68 0 09 Oct 2017
Large-scale weakly supervised audio classification using gated convolutional neural network Yong-mei Xu Qiuqiang Kong Wenwu Wang Mark D. Plumbley 67 233 0 01 Oct 2017
Automated Audio Captioning with Recurrent Neural Networks Konstantinos Drossos Sharath Adavanne Tuomas Virtanen 99 129 0 30 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Music Emotion Recognition Miroslav Malik Sharath Adavanne Konstantinos Drossos Tuomas Virtanen D. Ticha R. Jarina 63 62 0 07 Jun 2017
Stacked Convolutional and Recurrent Neural Networks for Bird Audio Detection Sharath Adavanne Konstantinos Drossos Emre Çakir Tuomas Virtanen 68 60 0 07 Jun 2017