Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings

4 April 2016

Papers citing "Recurrent Neural Networks for Polyphonic Sound Event Detection in Real Life Recordings"

50 / 67 papers shown

Title
The iNaturalist Sounds Dataset Mustafa Chasmai Alexander Shepard Subhransu Maji Grant Van Horn 31 2 0 31 May 2025
AI-based soundscape analysis: Jointly identifying sound sources and predicting annoyance Yuanbo Hou Qiaoqiao Ren Huizhong Zhang A. Mitchell F. Aletta Jian Kang Dick Botteldooren 60 17 0 15 Nov 2023
ASPED: An Audio Dataset for Detecting Pedestrians Pavan Seshadri Chaeyeon Han B. Koo Noah Posner S. Guhathakurta Alexander Lerch 26 2 0 12 Sep 2023
Differentiable short-time Fourier transform with respect to the hop length Maxime Leiber Y. Marnissi Axel Barrau M. Mohamed el Badaoui 23 4 0 26 Jul 2023
Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline Tiantian Geng Teng Wang Jinming Duan Runmin Cong Feng Zheng 81 35 0 22 Mar 2023
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection Ying Hu Xiujuan Zhu Yun Li Hao-Ming Huang Liang He 54 10 0 21 Jun 2022
Improving Target Sound Extraction with Timestamp Information Helin Wang Dongchao Yang Chao Weng Jianwei Yu Yuexian Zou 64 10 0 02 Apr 2022
Acoustic Event Detection with Classifier Chains Tatsuya Komatsu Shinji Watanabe Koichi Miyazaki Tomoki Hayashi 52 7 0 17 Feb 2022
Decompose the Sounds and Pixels, Recompose the Events Varshanth R. Rao Md Ibrahim Khalil Haoda Li Peng Dai Juwei Lu 51 5 0 21 Dec 2021
A Mutual learning framework for Few-shot Sound Event Detection Dongchao Yang Helin Wang Yuexian Zou Zhongjie Ye Wenwu Wang 145 26 0 09 Oct 2021
Transferring Voice Knowledge for Acoustic Event Detection: An Empirical Study Dawei Liang Yangyang Shi Yun Wang Nayan Singhal Alex Xiao Jonathan Shaw Edison Thomaz Ozlem Kalinli M. Seltzer 45 4 0 07 Oct 2021
Listen As You Wish: Audio based Event Detection via Text-to-Audio Grounding in Smart Cities Haoyu Tang Yunxiao Wang Jihua Zhu Shuai Zhang Mingzhu Xu Qinghai Zheng Yupeng Hu 125 1 0 27 Jun 2021
EnvGAN: Adversarial Synthesis of Environmental Sounds for Data Augmentation Aswathy Madhu S. Kumaraswamy 16 3 0 15 Apr 2021
SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification Helin Wang Yuexian Zou Wenwu Wang 65 44 0 31 Mar 2021
GISE-51: A scalable isolated sound events dataset Sarthak Yadav Mary Ellen Foster 53 3 0 23 Mar 2021
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1 Fu-Shun Hsu Shang-Ran Huang Chien-Wen Huang Chao-Jung Huang Yuan-Ren Cheng ... Yi-Lin Wu Tzu-Ling Tzeng Ching-Ting Tseng Yi-Tsun Chen F. Lai 81 57 0 05 Feb 2021
An embedded multichannel sound acquisition system for drone audition M. Clayton Lin Wang Andrew Mcpherson Andrea Cavallaro 28 7 0 17 Jan 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
Environment Transfer for Distributed Systems Chunheng Jiang Jae-wook Ahn N. Desai 58 1 0 06 Jan 2021
On the Benefits of Early Fusion in Multimodal Representation Learning George M. Barnum Sabera Talukder Yisong Yue 30 45 0 14 Nov 2020
Power pooling: An adaptive pooling function for weakly labelled sound event detection Yuzhuo Liu Hangting Chen Yun Wang Pengyuan Zhang 29 6 0 20 Oct 2020
FSD50K: An Open Dataset of Human-Labeled Sound Events Eduardo Fonseca Xavier Favory Jordi Pons F. Font Xavier Serra 142 467 0 01 Oct 2020
Intra-Utterance Similarity Preserving Knowledge Distillation for Audio Tagging Chun-Chieh Chang Chieh-Chi Kao Ming Sun Chao Wang 34 5 0 03 Sep 2020
Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing Yapeng Tian Dingzeyu Li Chenliang Xu 127 185 0 21 Jul 2020
VGGSound: A Large-scale Audio-Visual Dataset Honglie Chen Weidi Xie Andrea Vedaldi Andrew Zisserman 110 583 0 29 Apr 2020
A Comparison of Pooling Methods on LSTM Models for Rare Acoustic Event Classification Chieh-Chi Kao Ming Sun Weiran Wang Chao Wang 46 24 0 14 Feb 2020
Active Learning for Sound Event Detection Shuyang Zhao Toni Heittola Tuomas Virtanen 66 27 0 12 Feb 2020
A two-step system for sound event localization and detection T. N. T. Nguyen D. L. Jones Rishabh Ranjan S. Jayabalan W. Gan 43 4 0 26 Nov 2019
Adaptive Multi-scale Detection of Acoustic Events Wenhao Ding Liang He 52 18 0 15 Nov 2019
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
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
Watch, Listen and Tell: Multi-modal Weakly Supervised Dense Event Captioning Tanzila Rahman Bicheng Xu Leonid Sigal 75 81 0 22 Sep 2019
Sound Event Detection in Multichannel Audio using Convolutional Time-Frequency-Channel Squeeze and Excitation Wei Xia K. Koishida 41 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
Evaluation of post-processing algorithms for polyphonic sound event detection Léo Cances Patrice Guyot Thomas Pellegrini 48 11 0 17 Jun 2019
Guided learning for weakly-labeled semi-supervised sound event detection Liwei Lin Xiangdong Wang Hong Liu Yueliang Qian 42 29 0 06 Jun 2019
Specialized Decision Surface and Disentangled Feature for Weakly-Supervised Polyphonic Sound Event Detection Liwei Lin Xiangdong Wang Hong Liu Yueliang Qian 70 42 0 24 May 2019
City classification from multiple real-world sound scenes Helen L. Bear Toni Heittola A. Mesaros Emmanouil Benetos Tuomas Virtanen 30 7 0 02 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
Deep Learning for Audio Signal Processing Hendrik Purwins Yue Liu Tuomas Virtanen Jan Schlüter Shuo-yiin Chang Tara N. Sainath VLM 119 597 0 30 Apr 2019
Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering Yuanbo Hou Qiuqiang Kong Shengchen Li Mark D. Plumbley 44 15 0 27 Apr 2019
Data Augmentation of Room Classifiers using Generative Adversarial Networks C. Papayiannis C. Evers Patrick A. Naylor 104 1 0 10 Jan 2019
Enhancing Sound Texture in CNN-Based Acoustic Scene Classification Yuzhong Wu Tan Lee 50 39 0 06 Jan 2019
Multi-View Networks For Multi-Channel Audio Classification Jonah Casebeer Zhepei Wang Paris Smaragdis 21 3 0 03 Nov 2018
Unifying Isolated and Overlapping Audio Event Detection with Multi-Label Multi-Task Convolutional Recurrent Neural Networks Huy P Phan Oliver Y. Chén P. Koch L. D. Pham Ian Mcloughlin Alfred Mertins M. D. Vos 60 18 0 02 Nov 2018
A Comparison of Five Multiple Instance Learning Pooling Functions for Sound Event Detection with Weak Labeling Yun Wang Juncheng Billy Li Florian Metze 106 185 0 22 Oct 2018
Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments Romain Serizel Nicolas Turpault Hamid Eghbalzadeh Ankit Parag Shah 54 140 0 27 Jul 2018
A Capsule based Approach for Polyphonic Sound Event Detection Yaming Liu Jian Tang Yan Song Lirong Dai 38 19 0 19 Jul 2018
Sound Event Localization and Detection of Overlapping Sources Using Convolutional Recurrent Neural Networks Sharath Adavanne Archontis Politis Joonas Nikunen Tuomas Virtanen 100 475 0 30 Jun 2018