A decade of DCASE: Achievements, practices, evaluations and future
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A decade of DCASE: Achievements, practices, evaluations and future challenges

7 October 2024

Romain Serizel

Tuomas Virtanen

Mark D. Plumbley

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Papers citing "A decade of DCASE: Achievements, practices, evaluations and future challenges"

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Title
Description and Discussion on DCASE 2024 Challenge Task 2: First-Shot Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Tomoya Nishida Noboru Harada Daisuke Niizumi Davide Albertini Roberto Sannino ... Keisuke Imoto Kota Dohi Harsh Purohit Takashi Endo Yohei Kawaguchi 51 13 0 11 Jun 2024
Language-based Audio Retrieval Task in DCASE 2022 Challenge Huang Xie Samuel Lipping Tuomas Virtanen 111 18 0 20 Sep 2022
Description and Discussion on DCASE 2021 Challenge Task 2: Unsupervised Anomalous Sound Detection for Machine Condition Monitoring under Domain Shifted Conditions Yohei Kawaguchi Keisuke Imoto Yuma Koizumi Noboru Harada Daisuke Niizumi Kota Dohi Ryo Tanabe Harsh Purohit Takashi Endo 63 97 0 08 Jun 2021
Improving Sound Event Detection In Domestic Environments Using Sound Separation Nicolas Turpault Scott Wisdom Hakan Erdogan J. Hershey Romain Serizel Eduardo Fonseca Prem Seetharaman Justin Salamon 81 49 0 08 Jul 2020
Learning Sound Event Classifiers from Web Audio with Noisy Labels Eduardo Fonseca Manoj Plakal D. Ellis F. Font Xavier Favory Xavier Serra NoLa 62 111 0 04 Jan 2019
A multi-device dataset for urban acoustic scene classification A. Mesaros Toni Heittola Tuomas Virtanen 35 381 0 25 Jul 2018
The fifth 'CHiME' Speech Separation and Recognition Challenge: Dataset, task and baselines Jon Barker Shinji Watanabe Emmanuel Vincent J. Trmal 59 685 0 28 Mar 2018
Acoustic Scene Classification D. Barchiesi D. Giannoulis D. Stowell Mark D. Plumbley 143 406 0 13 Nov 2014