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

Fonseca, Eduardo, Plakal, Manoj, Font, Frederic, Ellis, Daniel P. W., Favory, Xavier, Pons, Jordi, Serra, Xavier

arXiv.org Machine Learning 

Present but not The type of sound described is present, but the audio clip also predominant (PNP) contains other salient types of sound and/or strong background noise. Not Present (NP) The type of sound described is not present in the audio clip. Unsure (U) I am not sure whether the type of sound described is present or not. Table 2: Categories composing FSDKaggle2018, along with the number of samples and time (in minutes, rounded) in the train set. Percategory AP@3 achieved by the baseline system is reported using all the test files for every category (i.e., not following the public/private splits of the Kaggle leaderboard).

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