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For an up-to-date list of publications from the Music Technology Group see the
Publications list
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General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline
| Title | General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline |
| Publication Type | Conference Paper |
| Year of Publication | 2018 |
| Conference Name | Workshop on Detection and Classification of Acoustic Scenes and Events |
| Authors | Fonseca, E. , Plakal M. , Font F. , Ellis D. P. W. , Favory X. , Pons J. , & Serra X. |
| Conference Start Date | 19/11/2018 |
| Conference Location | Surrey, UK |
| Abstract | This paper describes Task 2 of the DCASE 2018 Challenge, titled "General-purpose audio tagging of Freesound content with AudioSet labels". This task was hosted on the Kaggle platform as "Freesound General-Purpose Audio Tagging Challenge". The goal of the task is to build an audio tagging system that can recognize the category of an audio clip from a subset of 41 heterogeneous categories drawn from the AudioSet Ontology. We present the task, the dataset prepared for the competition, and a baseline system. |
| preprint/postprint document | https://arxiv.org/abs/1807.09902 |
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