Description and analysis of novelties introduced in DCASE Task 4 2022 on
the baseline system

Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system

14 October 2022

Francesca Ronchini

Samuele Cornell

Nicolas Turpault

Eduardo Fonseca

Papers citing "Description and analysis of novelties introduced in DCASE Task 4 2022 on the baseline system"

12 / 12 papers shown

Title
Energy Consumption Trends in Sound Event Detection Systems Constance Douwes Romain Serizel 40 1 0 13 Sep 2024
Normalizing Energy Consumption for Hardware-Independent Evaluation Constance Douwes Romain Serizel 40 1 0 09 Sep 2024
UCIL: An Unsupervised Class Incremental Learning Approach for Sound Event Detection Yang Xiao Rohan Kumar Das 50 3 0 04 Jul 2024
WildDESED: An LLM-Powered Dataset for Wild Domestic Environment Sound Event Detection System Yang Xiao Rohan Kumar Das 32 5 0 04 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
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 37 13 0 12 Jun 2024
Dual Knowledge Distillation for Efficient Sound Event Detection Yang Xiao Rohan Kumar Das 36 12 0 05 Feb 2024
On the choice of the optimal temporal support for audio classification with Pre-trained embeddings Aurian Quélennec Michel Olvera Geoffroy Peeters S. Essid 33 2 0 21 Dec 2023
Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models Florian Schmid Khaled Koutini Gerhard Widmer 18 11 0 24 Oct 2023
Performance and energy balance: a comprehensive study of state-of-the-art sound event detection systems Francesca Ronchini Romain Serizel 30 10 0 05 Oct 2023
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 40 163 0 18 Oct 2019