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General-purpose tagging of Freesound audio with AudioSet labels: Task Description, Dataset and Baseline

Proceedings of the Detection and Classification of Acoustic Scenes and Events 2018 Workshop (DCASE2018) (to appear)

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 asFreesound 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.

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