{"url":"/task/downbeat-tracking","name":"Downbeat Tracking","slug":"downbeat-tracking","description_markdown":"Determine the positions of all downbeats in a music recording.","categories":[{"name":"Audio","url":"/area/audio"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":11,"papers_with_code":8,"benchmarks":13,"benchmark_tables_in_archive":13,"benchmark_tables_shown":13,"benchmark_tables_withheld_as_spam":0,"benchmark_definition":"a leaderboard table with at least one row; benchmark_tables_shown also counts the zero-row tables; benchmark_tables_in_archive adds the tables withheld as spam","datasets":13,"subtasks":0,"parent_tasks":0},"benchmarks":[{"leaderboard":"/sota/downbeat-tracking-on-asap-aligned-scores-and","slug":"downbeat-tracking-on-asap-aligned-scores-and","dataset":"ASAP","dataset_url":"/dataset/asap-aligned-scores-and-performances","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-ballroom","slug":"downbeat-tracking-on-ballroom","dataset":"Ballroom","dataset_url":"/dataset/ballroom","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-beatles","slug":"downbeat-tracking-on-beatles","dataset":"Beatles","dataset_url":"/dataset/beatles","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-candombe","slug":"downbeat-tracking-on-candombe","dataset":"Candombe","dataset_url":"/dataset/candombe","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-filosax","slug":"downbeat-tracking-on-filosax","dataset":"Filosax","dataset_url":"/dataset/filosax","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-groove","slug":"downbeat-tracking-on-groove","dataset":"Groove","dataset_url":"/dataset/groove-midi-dataset","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-gtzan","slug":"downbeat-tracking-on-gtzan","dataset":"GTZAN","dataset_url":"/dataset/gtzan","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-guitarset","slug":"downbeat-tracking-on-guitarset","dataset":"GuitarSet","dataset_url":"/dataset/guitarset","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-hainsworth","slug":"downbeat-tracking-on-hainsworth","dataset":"Hainsworth","dataset_url":"/dataset/hainsworth","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-harmonix","slug":"downbeat-tracking-on-harmonix","dataset":"Harmonix","dataset_url":"/dataset/harmonix","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-hjdb","slug":"downbeat-tracking-on-hjdb","dataset":"HJDB","dataset_url":"/dataset/hjdb","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-jaah","slug":"downbeat-tracking-on-jaah","dataset":"JAAH","dataset_url":"/dataset/jaah","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}},{"leaderboard":"/sota/downbeat-tracking-on-tapcorrect","slug":"downbeat-tracking-on-tapcorrect","dataset":"TapCorrect","dataset_url":"/dataset/tapcorrect","rows_in_archive":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper_title":"Beat this! Accurate beat tracking without DBN postprocessing","paper_url":"/paper/beat-this-accurate-beat-tracking-without-dbn","paper_date":"2024-07-31","arxiv_id":"2407.21658","code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}],"syntology":null}}],"datasets":[{"url":"/dataset/guitarset","name":"GuitarSet","full_name":null,"num_papers_in_archive":31},{"url":"/dataset/groove-midi-dataset","name":"Groove","full_name":"Groove MIDI Dataset","num_papers_in_archive":16},{"url":"/dataset/gtzan","name":"GTZAN","full_name":"","num_papers_in_archive":15},{"url":"/dataset/asap-aligned-scores-and-performances","name":"ASAP","full_name":"Aligned Scores and Performances","num_papers_in_archive":13},{"url":"/dataset/ballroom","name":"Ballroom","full_name":"","num_papers_in_archive":5},{"url":"/dataset/beatles","name":"Beatles","full_name":"","num_papers_in_archive":4},{"url":"/dataset/candombe","name":"Candombe","full_name":"Candombe Recordings Dataset","num_papers_in_archive":1},{"url":"/dataset/filosax","name":"Filosax","full_name":"","num_papers_in_archive":1},{"url":"/dataset/hainsworth","name":"Hainsworth","full_name":"","num_papers_in_archive":1},{"url":"/dataset/harmonix","name":"Harmonix","full_name":"The Harmonix Set","num_papers_in_archive":1},{"url":"/dataset/hjdb","name":"HJDB","full_name":"","num_papers_in_archive":1},{"url":"/dataset/jaah","name":"JAAH","full_name":"Jazz Audio-Aligned Harmony","num_papers_in_archive":1},{"url":"/dataset/tapcorrect","name":"TapCorrect","full_name":"","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[],"papers":{"order":"repositories listed in the archive (desc), then date (desc); the archive holds no stars","population":"papers tagged with this task that list at least one repository in the archive","shown":8,"of":8,"tagged_in_all":11,"items":[{"url":"/paper/beatnet-crnn-and-particle-filtering-for","title":"BeatNet: CRNN and Particle Filtering for Online Joint Beat Downbeat and Meter Tracking","date":"2021-08-08","arxiv_id":"2108.03576","repositories_listed":4,"syntology":null},{"url":"/paper/all-in-one-metrical-and-functional-structure","title":"All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio","date":"2023-07-31","arxiv_id":"2307.16425","repositories_listed":2,"syntology":{"n":6,"n_ran":2,"n_unverified":4,"n_pointer_only":0}},{"url":"/paper/beat-this-accurate-beat-tracking-without-dbn","title":"Beat this! Accurate beat tracking without DBN postprocessing","date":"2024-07-31","arxiv_id":"2407.21658","repositories_listed":1,"syntology":null},{"url":"/paper/wavebeat-end-to-end-beat-and-downbeat","title":"WaveBeat: End-to-end beat and downbeat tracking in the time domain","date":"2021-10-04","arxiv_id":"2110.01436","repositories_listed":1,"syntology":null},{"url":"/paper/source-separation-based-data-augmentation-for","title":"Source Separation-based Data Augmentation for Improved Joint Beat and Downbeat Tracking","date":"2021-06-16","arxiv_id":"2106.08703","repositories_listed":1,"syntology":{"n":10,"n_ran":0,"n_unverified":10,"n_pointer_only":0}},{"url":"/paper/drum-aware-ensemble-architecture-for-improved","title":"Drum-Aware Ensemble Architecture for Improved Joint Musical Beat and Downbeat Tracking","date":"2021-06-16","arxiv_id":"2106.08685","repositories_listed":1,"syntology":null},{"url":"/paper/omnizart-a-general-toolbox-for-automatic","title":"Omnizart: A General Toolbox for Automatic Music Transcription","date":"2021-06-01","arxiv_id":"2106.00497","repositories_listed":1,"syntology":null},{"url":"/paper/deep-learning-based-automatic-downbeat","title":"Deep Learning-Based Automatic Downbeat Tracking: A Brief Review","date":"2019-06-10","arxiv_id":"1906.03870","repositories_listed":1,"syntology":null}],"syntology_records":2,"syntology_note":"a paper without a record is not a recorded non-run: it may lack an arXiv id or simply be absent from the graph layer"},"description_links":{"kept":0,"unwrapped_to_text":0,"bare_urls_linked":0,"relative_images_dropped":0,"rule":"internal links are kept only when the target slug exists in the catalog"},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per-sample execution status on synthesized fixtures ('ran N of M samples'); not a correctness claim and not a ranking signal.","status_vocabulary":{"ran_honours":"ran, honoured the contract we drafted","ran_violates":"ran, violated the contract we drafted","ran_draft_wrong":"ran; our contract draft was wrong, not the code","ran_fixture":"ran; our fixture could not drive it","ran":"ran on a synthesized input","unverified":"unverified (harvested, no recorded run)"}},"not_shown":{"libraries":"the archive has no per-task library table","trend_sparklines":"the Trend column of the benchmarks table was a rendered image; it is not in the archive","social_and_latest_sorts":"stars and social signals are not in the archive"}}