DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and
Missing Labels

DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels

12 June 2024

Samuele Cornell

Constance Douwes

Irene Martín-Morató

Romain Serizel

Papers citing "DCASE 2024 Task 4: Sound Event Detection with Heterogeneous Data and Missing Labels"

14 / 14 papers shown

Title
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Aaron C. Courville Oriol Nieto Prem Seetharaman Justin Salamon 43 0 0 08 May 2025
Policy Optimization Algorithms in a Unified Framework Shuang Wu 36 0 0 04 Apr 2025
Leveraging LLM and Text-Queried Separation for Noise-Robust Sound Event Detection Han Yin Yang Xiao Jisheng Bai Rohan Kumar Das 31 0 0 02 Nov 2024
A decade of DCASE: Achievements, practices, evaluations and future challenges A. Mesaros Romain Serizel Toni Heittola Tuomas Virtanen Mark D. Plumbley 29 2 0 07 Oct 2024
Prototype based Masked Audio Model for Self-Supervised Learning of Sound Event Detection Pengfei Cai Yan Song Nan Jiang Qing Gu Ian Mcloughlin 30 2 0 26 Sep 2024
Effective Pre-Training of Audio Transformers for Sound Event Detection Florian Schmid T. Morocutti Francesco Foscarin Jan Schluter Paul Primus Gerhard Widmer ViT 23 1 0 14 Sep 2024
Energy Consumption Trends in Sound Event Detection Systems Constance Douwes Romain Serizel 24 0 0 13 Sep 2024
MTDA-HSED: Mutual-Assistance Tuning and Dual-Branch Aggregating for Heterogeneous Sound Event Detection Zehao Wang Haobo Yue Zhicheng Zhang Da Mu Jin Tang Jianqin Yin 22 0 0 10 Sep 2024
Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training Florian Schmid Paul Primus T. Morocutti Jonathan Greif Gerhard Widmer 24 5 0 17 Jul 2024
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels Yang Xiao Han Yin Jisheng Bai Rohan Kumar Das 27 3 0 29 Jun 2024
Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes Hyeonuk Nam D. Min Seungdeok Choi Inhan Choi Yong-Hwa Park 26 3 0 22 Jun 2024
Threshold Independent Evaluation of Sound Event Detection Scores Janek Ebbers Romain Serizel Reinhold Haeb-Umbach 22 40 0 31 Jan 2022
The impact of non-target events in synthetic soundscapes for sound event detection Francesca Ronchini Romain Serizel Nicolas Turpault Samuele Cornell 32 21 0 28 Sep 2021
A Framework for the Robust Evaluation of Sound Event Detection Cagdas Bilen Giacomo Ferroni Francesco Tuveri Juan Azcarreta Sacha Krstulović 32 160 0 18 Oct 2019