Improving Sound Event Detection Metrics: Insights from DCASE 2020

Improving Sound Event Detection Metrics: Insights from DCASE 2020

26 October 2020

Giacomo Ferroni

Nicolas Turpault

Francesco Tuveri

Sacha Krstulović

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Papers citing "Improving Sound Event Detection Metrics: Insights from DCASE 2020"

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Title
ICSD: An Open-source Dataset for Infant Cry and Snoring Detection Qingyu Liu Longfei Song Dongxing Xu Yanhua Long 92 0 0 20 Aug 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
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection Hyeonuk Nam Seong-Hu Kim D. Min Junhyeok Lee Yong-Hwa Park 71 3 0 08 Jun 2024
Sound Event Bounding Boxes Janek Ebbers François Germain Gordon Wichern Jonathan Le Roux 83 13 0 06 Jun 2024
F1-EV Score: Measuring the Likelihood of Estimating a Good Decision Threshold for Semi-Supervised Anomaly Detection Kevin Wilkinghoff Keisuke Imoto 113 0 0 14 Dec 2023
Post-Processing Independent Evaluation of Sound Event Detection Systems Janek Ebbers Reinhold Haeb-Umbach Romain Serizel 82 7 0 27 Jun 2023
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
Threshold Independent Evaluation of Sound Event Detection Scores Janek Ebbers Romain Serizel Reinhold Haeb-Umbach 76 43 0 31 Jan 2022
What's All the FUSS About Free Universal Sound Separation Data? Scott Wisdom Hakan Erdogan D. Ellis Romain Serizel Nicolas Turpault Eduardo Fonseca Justin Salamon Prem Seetharaman J. Hershey 98 82 0 02 Nov 2020
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