{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/general-purpose-tagging-of-freesound-audio","title":"General-purpose Tagging of Freesound Audio with AudioSet Labels: Task Description, Dataset, and Baseline","arxiv_id":"1807.09902","date":"2018-07-26","proceeding":null,"authors":["Eduardo Fonseca","Manoj Plakal","Frederic Font","Daniel P. W. Ellis","Xavier Favory","Jordi Pons","Xavier Serra"],"abstract":"This paper describes Task 2 of the DCASE 2018 Challenge, titled\n\"General-purpose audio tagging of Freesound content with AudioSet labels\". This\ntask was hosted on the Kaggle platform as \"Freesound General-Purpose Audio\nTagging Challenge\". The goal of the task is to build an audio tagging system\nthat can recognize the category of an audio clip from a subset of 41 diverse\ncategories drawn from the AudioSet Ontology. We present the task, the dataset\nprepared for the competition, and a baseline system.","url_abs":"http://arxiv.org/abs/1807.09902v3","url_pdf":"http://arxiv.org/pdf/1807.09902v3.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"general-purpose-tagging-of-freesound-audio","repo_url":"https://github.com/asudomoeva/Audio-Tagging","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"ok"}},{"paper_slug":"general-purpose-tagging-of-freesound-audio","repo_url":"https://github.com/dbalaji5/audiotagging","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"ok"}},{"paper_slug":"general-purpose-tagging-of-freesound-audio","repo_url":"https://github.com/iooops/CS221-Audio-Tagging","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[{"task_slug":"audio-tagging","task_name":"Audio Tagging"},{"task_slug":"task-2","task_name":"Task 2"}],"methods":[],"datasets_introduced":[{"slug":"fsdkaggle2018","name":"FSDKaggle2018","full_name":"FSDKaggle2018"}],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1807.09902","atlas_url":"https://app.syntology.ai/?focus=1807.09902","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}