DCASE 2022 Task 5: 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 2022 "Few-shot Bioacoustic Event Detection" consists of 46 audio files acquired from different bioacoustic sources. 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 Evaluation_Set.zip |___DC/ |____*.wav |____*.csv |___CT/ |____*.wav |____*.csv |___CHE/ |____*.wav |____*.csv |___MGE/ |____*.wav |____*.csv |___MS/ |____*.wav |____*.csv |___QU/ |____*.wav |____*.csv Evaluation_Set_5shots.zip has the same structure but contains only the *.wav files. Evaluation_Set_5shots_annotations_only.zip has the same structure but contains only the *.csv files The subfolders denote different recording sources and there may or may not be overlap between classes of interest from different wav files. 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

Authors 14

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. Ariana Strandburg‐Peshkin

   University of Konstanz · Max Planck Institute of Animal Behavior

   Affiliation as printed

   University of Konstanz & Max Planck Institute of Animal Behavior

4. Lisa Gill
   Affiliation as printed

   Biotopia, Naturkundemuseum Bayern

5. Hanna Pamuła

   AGH University of Krakow

   Affiliation as printed

   AGH University of Science and Technology,

6. Emily M. Grout

   University of Konstanz · Max Planck Institute of Animal Behavior

   Affiliation as printed

   University of Konstanz & Max Planck Institute of Animal Behavior

7. Joe Morford

   University of Oxford

   Affiliation as printed

   University of Oxford

8. Michael Emmerson

   Queen Mary University of London

   Affiliation as printed

   Queen Mary University of London

9. Frants Jensens

   Syracuse University

   Affiliation as printed

   Syracuse University

10. Helen Whitehead

    University of Salford

    Affiliation as printed

    University of Salford

11. Ivan Kiskin

    University of Surrey

    Affiliation as printed

    University of Surrey

12. Ester Vidaña-Vila

    Universitat Ramon Llull

    Affiliation as printed

    La Salle, Universitat Ramon Llull

13. Vincent Lostanlen

    Centre National de la Recherche Scientifique

    Affiliation as printed

    Centre National de la Recherche Scientifique (CNRS)

14. Dan Stowell Aachen

    Naturalis Biodiversity Center · Tilburg University

    Affiliation as printed

    Tilburg University & Naturalis Biodiversity Centre