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We introduce a free and open dataset of 7690 audio clips sampled from the field-recording tag in the Freesound audio archive. The dataset is designed for use in research related to data mining in audio archives of field recordings / soundscapes. Audio is standardised, and audio and metadata are Creative Commons licensed. We describe the data preparation process, characterise the dataset descriptively, and illustrate its use through an auto-tagging experiment.
Author (s): Stowell, Dan; Plumbley, Mark
Affiliation:
Queen Mary University of London, London, UK
(See document for exact affiliation information.)
Publication Date:
2014-01-06
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Session subject:
Automatic Tagging of Audio Signals
Permalink: https://aes2.org/publications/elibrary-page/?id=17095
(239KB)
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Stowell, Dan; Plumbley, Mark; 2014; An Open Dataset for Research on Audio Field Recording Archives: freefield1010 [PDF]; Queen Mary University of London, London, UK; Paper P1-6; Available from: https://aes2.org/publications/elibrary-page/?id=17095
Stowell, Dan; Plumbley, Mark; An Open Dataset for Research on Audio Field Recording Archives: freefield1010 [PDF]; Queen Mary University of London, London, UK; Paper P1-6; 2014 Available: https://aes2.org/publications/elibrary-page/?id=17095