General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline

Code

• github.com/iooops/CS221-Audio-Tagging
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• github.com/asudomoeva/Audio-Tagging
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• github.com/dbalaji5/audiotagging
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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 diverse categories drawn from the AudioSet Ontology. We present the task, the dataset prepared for the competition, and a baseline system.

Tasks

Reproductions