DCASE 2023 Task5: Few-shot Bioacoustic Event Detection: Evaluation set

Zenodo (CERN European Organization for Nuclear Research)

Abstract

General Description The evaluation set for task 5 of DCASE 2023 "Few-shot Bioacoustic Event Detection" consists of 8 subsets of data representing different acoustic sources, in total there are 66 audio files. The first 5 annotations are provided for each file, with events marked as positive (POS) for the class of interest. This dataset is to be used for evaluation purposes during the task. Folder structure Audiofiles and annotation files are organized across 3 different zip files: Eval_1.zip |___CHE23/ |____*.wav |____*.csv |___CW/ |____*.wav |____*.csv Eval_2.zip |___MGE/ |____*.wav |____*.csv |___MS/ |____*.wav |____*.csv |___QU/ |____*.wav |____*.csv Eval_3.zip |___DC/ |____*.wav |____*.csv |___CT/ |____*.wav |____*.csv |___CHE/ |____*.wav |____*.csv Annotations_only.zip contains the *.csv files organised in the same subfolders. *The subfolders denote different recording sources and there may or may not be overlap between classes of interest from different wav files. *Note that there can be different target classes within the same subfolder Annotation structure Each line of the annotation csv represents an event in the audio file. The column descriptions are as follows: [ Audiofilename, Starttime, Endtime, Q ] Development Set The development set for the same task can be found at: https://doi.org/10.5281/zenodo.6012309. Open Access This dataset is available under a Creative Commons Attribution 4.0 International (CC BY 4.0) license. Contact info Please send any feedback or questions to: Ines Nolasco: i.dealmeidanolasco@qmul.ac.uk or join us on slack: task-fewshot-bio-sed

Authors 15

1. Inês Nolasco

   Queen Mary University of London

   Affiliation as printed

   Queen Mary university of London

2. Shubhr Singh

   Queen Mary University of London

   Affiliation as printed

   Queen Mary university of London

3. Ester Vidaña-Vila

   Universitat Ramon Llull

   Affiliation as printed

   La Salle, Universitat Ramon Llull

4. Helen Whitehead

   University of Salford

   Affiliation as printed

   University of Salford

5. Emily M. Grout

   University of Konstanz · Max Planck Institute of Animal Behavior

   Affiliation as printed

   University of Konstanz & Max Planck Institute of Animal Behavior

6. Frants Havmand Jensen

   Syracuse University

   Affiliation as printed

   Syracuse University

7. Ivan Kiskin

   University of Surrey

   Affiliation as printed

   University of Surrey

8. Joe Morford

   University of Oxford

   Affiliation as printed

   University of Oxford

9. Hanna Pamuła

   AGH University of Krakow

   Affiliation as printed

   AGH University of Science and Technology,

10. Lisa Gill
    Affiliation as printed

    Biotopia, Naturkundemuseum Bayern

11. Burooj Ghani

    Tilburg University

    Affiliation as printed

    Tilburg University

12. Michael Emmerson

    Queen Mary University of London

    Affiliation as printed

    Queen Mary University of London

13. Vincent Lostanlen

    Centre National de la Recherche Scientifique

    Affiliation as printed

    Centre National de la Recherche Scientifique (CNRS)

14. Ariana Strandburg‐Peshkin

    University of Konstanz · Max Planck Institute of Animal Behavior

    Affiliation as printed

    University of Konstanz & Max Planck Institute of Animal Behavior

15. Dan Stowell Aachen

    Naturalis Biodiversity Center · Tilburg University

    Affiliation as printed

    Tilburg University & Naturalis Biodiversity Centre