Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments

27 July 2018

Papers citing "Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments"

50 / 62 papers shown

Title
Formula-Supervised Sound Event Detection: Pre-Training Without Real Data Yuto Shibata Keitaro Tanaka Yoshiaki Bando Keisuke Imoto Hirokatsu Kataoka Yoshimitsu Aoki 68 0 0 06 Apr 2025
Angular Distance Distribution Loss for Audio Classification Antonio Almudévar Romain Serizel Alfonso Ortega 53 0 0 31 Oct 2024
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Yang Xiao Rohan Kumar Das 138 4 0 04 Jul 2024
DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels Samuele Cornell Janek Ebbers Constance Douwes Irene Martín-Morató Manu Harju A. Mesaros Romain Serizel 70 13 0 12 Jun 2024
Fine-Grained Engine Fault Sound Event Detection Using Multimodal Signals Dennis Fedorishin Livio Forte Philip Schneider S. Setlur Venugopal Govindaraju 55 0 0 16 Mar 2024
Description on IEEE ICME 2024 Grand Challenge: Semi-supervised Acoustic Scene Classification under Domain Shift Jisheng Bai Mou Wang Haohe Liu Han Yin Yafei Jia ... Woon-Seng Gan Mark D. Plumbley S. Rahardja Bin Xiang Jianfeng Chen 51 7 0 05 Feb 2024
Training one model to detect heart and lung sound events from single point auscultations Leander Melms Robert R. Ilesan Ulrich Köhler O. Hildebrandt R. Conradt ... Jürgen R. Schaefer Tobias Müller J. Obergassel Nadine Schlicker M. Hirsch 83 2 0 15 Jan 2023
GCT: Gated Contextual Transformer for Sequential Audio Tagging Yuanbo Hou Yun Wang Wenwu Wang Dick Botteldooren 62 0 0 22 Oct 2022
Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system Francesca Ronchini Samuele Cornell Romain Serizel Nicolas Turpault Eduardo Fonseca D. Ellis 52 14 0 14 Oct 2022
Impact of temporal resolution on convolutional recurrent networks for audio tagging and sound event detection Wim Boes Hugo Van hamme 40 0 0 26 Sep 2022
Domestic sound event detection by shift consistency mean-teacher training and adversarial domain adaptation Fangzhou Chen Kuan-Dar Chen Yi-Wen Liu 49 1 0 17 Aug 2022
Reliable Decision from Multiple Subtasks through Threshold Optimization: Content Moderation in the Wild Donghyun Son Byounggyu Lew Kwanghee Choi Yongsu Baek Seungwoo Choi Beomjun Shin S. Ha Buru Chang 73 10 0 16 Aug 2022
Event-related data conditioning for acoustic event classification Yuanbo Hou Dick Botteldooren 55 3 0 16 Jun 2022
Sound Event Triage: Detecting Sound Events Considering Priority of Classes Noriyuki Tonami Keisuke Imoto 72 1 0 13 Apr 2022
CT-SAT: Contextual Transformer for Sequential Audio Tagging Yuanbo Hou Zhaoyi Liu Bo Kang Yun Wang Dick Botteldooren ViT 62 5 0 22 Mar 2022
A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes Francesca Ronchini Romain Serizel 66 14 0 03 Feb 2022
Wind-robust sound event detection and denoising for bioacoustics Julius Juodakis S. Marsland 63 15 0 11 Oct 2021
Peer Collaborative Learning for Polyphonic Sound Event Detection Hayato Endo Hiromitsu Nishizaki 23 4 0 07 Oct 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
The impact of non-target events in synthetic soundscapes for sound event detection Francesca Ronchini Romain Serizel Nicolas Turpault Samuele Cornell 77 21 0 28 Sep 2021
Voice activity detection in the wild: A data-driven approach using teacher-student training Heinrich Dinkel Shuai Wang Xuenan Xu Mengyue Wu K. Yu VLM 40 33 0 10 May 2021
Joint framework with deep feature distillation and adaptive focal loss for weakly supervised audio tagging and acoustic event detection Yunhao Liang Yanhua Long Yijie Li Jiaen Liang Yuping Wang 52 9 0 23 Mar 2021
GISE-51: A scalable isolated sound events dataset Sarthak Yadav Mary Ellen Foster 53 3 0 23 Mar 2021
Forward-Backward Convolutional Recurrent Neural Networks and Tag-Conditioned Convolutional Neural Networks for Weakly Labeled Semi-supervised Sound Event Detection Janek Ebbers Reinhold Haeb-Umbach 36 13 0 11 Mar 2021
Fast threshold optimization for multi-label audio tagging using Surrogate gradient learning Thomas Pellegrini T. Masquelier BDL 25 7 0 01 Mar 2021
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events Xuenan Xu Heinrich Dinkel Mengyue Wu Kai Yu 74 26 0 23 Feb 2021
Sound Event Detection Based on Curriculum Learning Considering Learning Difficulty of Events Noriyuki Tonami Keisuke Imoto Yuki Okamoto Takahiro Fukumori Y. Yamashita 53 4 0 10 Feb 2021
A Global-local Attention Framework for Weakly Labelled Audio Tagging Helin Wang Yuexian Zou Wenwu Wang 45 6 0 03 Feb 2021
Impact of Sound Duration and Inactive Frames on Sound Event Detection Performance Keisuke Imoto Sakiko Mishima Yumi Arai Reishi Kondo 50 20 0 03 Feb 2021
Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization Xiaofei Li 22 1 0 30 Jan 2021
Sound Event Detection and Separation: a Benchmark on Desed Synthetic Soundscapes Nicolas Turpault Romain Serizel Scott Wisdom Hakan Erdogan J. Hershey Eduardo Fonseca Prem Seetharaman Justin Salamon 43 30 0 02 Nov 2020
Improving Sound Event Detection Metrics: Insights from DCASE 2020 Giacomo Ferroni Nicolas Turpault Juan Azcarreta Francesco Tuveri Romain Serizel Cagdas Bilen Sacha Krstulović 57 24 0 26 Oct 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
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
A Joint Framework for Audio Tagging and Weakly Supervised Acoustic Event Detection Using DenseNet with Global Average Pooling Chieh-Chi Kao Bowen Shi Ming Sun Chao Wang 46 4 0 07 Aug 2020
Recognition-Synthesis Based Non-Parallel Voice Conversion with Adversarial Learning Jing-Xuan Zhang Zhenhua Ling Lirong Dai 81 6 0 05 Aug 2020
Unified Multisensory Perception: Weakly-Supervised Audio-Visual Video Parsing Yapeng Tian Dingzeyu Li Chenliang Xu 127 185 0 21 Jul 2020
Overcoming label noise in audio event detection using sequential labeling Jae-Bin Kim Seongkyu Mun Myungwoo Oh Soyeon Choe Yong-Hyeok Lee Hyung-Min Park NoLa 17 0 0 10 Jul 2020
Training Sound Event Detection On A Heterogeneous Dataset Nicolas Turpault Romain Serizel 82 61 0 08 Jul 2020
Polyphonic sound event detection based on convolutional recurrent neural networks with semi-supervised loss function for DCASE challenge 2020 task 4 Nam Kyun Kim Hyeongju Kim 49 3 0 02 Jul 2020
Semi-Supervised NMF-CNN For Sound Event Detection T. K. Chan C. Chin Ye Li 43 18 0 02 Jul 2020
A Transformer-based Audio Captioning Model with Keyword Estimation Yuma Koizumi Ryo Masumura Kyosuke Nishida Masahiro Yasuda Shoichiro Saito 114 54 0 01 Jul 2020
Sound Event Detection Using Duration Robust Loss Function Daichi Akiyama Keisuke Imoto Noriyuki Tonami Yuki Okamoto Ryosuke Yamanishi Takahiro Fukumori Y. Yamashita 18 1 0 27 Jun 2020
Power Pooling Operators and Confidence Learning for Semi-Supervised Sound Event Detection Yuzhuo Liu Hangting Chen Pengyuan Zhang 31 1 0 23 May 2020
Voice activity detection in the wild via weakly supervised sound event detection Heinrich Dinkel Yefei Chen Mengyue Wu Kai Yu 60 2 0 27 Mar 2020
Hodge and Podge: Hybrid Supervised Sound Event Detection with Multi-Hot MixMatch and Composition Consistence Training Ziqiang Shi Liu Liu Huibin Lin Rujie Liu 18 2 0 13 Feb 2020
Active Learning for Sound Event Detection Shuyang Zhao Toni Heittola Tuomas Virtanen 66 27 0 12 Feb 2020
Adaptive Multi-scale Detection of Acoustic Events Wenhao Ding Liang He 52 18 0 15 Nov 2019
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 95 165 0 18 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