{"url":"/dataset/gtzan","name":"GTZAN","full_name":null,"description_markdown":"The **gtzan8** audio dataset contains 1000 tracks of 30 second length. There are 10 genres, each containing 100 tracks which are all 22050Hz Mono 16-bit audio files in .wav format. The genres are:\r\n\r\n- blues\r\n- classical\r\n- country\r\n- disco\r\n- hiphop\r\n- jazz\r\n- metal\r\n- pop\r\n- reggae\r\n- rock","description_withheld":null,"homepage":"http://marsyas.info/index.html","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[{"name":"Audio","url":"/datasets/modality/audio"}],"tasks":[{"name":"Audio Classification","url":"/task/audio-classification","datasets_with_task":"/datasets/task/audio-classification"},{"name":"Beat Tracking","url":"/task/beat-tracking","datasets_with_task":"/datasets/task/beat-tracking"},{"name":"Downbeat Tracking","url":"/task/downbeat-tracking","datasets_with_task":"/datasets/task/downbeat-tracking"},{"name":"Multi-Source Unsupervised Domain Adaptation","url":"/task/multi-source-unsupervised-domain-adaptation","datasets_with_task":"/datasets/task/multi-source-unsupervised-domain-adaptation"},{"name":"Online Beat Tracking","url":"/task/online-beat-tracking","datasets_with_task":"/datasets/task/online-beat-tracking"},{"name":"Online Downbeat Tracking","url":"/task/online-downbeat-tracking","datasets_with_task":"/datasets/task/online-downbeat-tracking"},{"name":"Music Genre Classification","url":"/task/music-genre-classification","datasets_with_task":"/datasets/task/music-genre-classification"}],"languages":[],"variants":["GTZAN"],"data_loaders":[{"repo":"https://github.com/activeloopai/Hub","url":"https://docs.activeloop.ai/datasets/gtzan-genre-dataset","frameworks":["tf","pytorch"]},{"repo":"https://github.com/tensorflow/datasets","url":"https://www.tensorflow.org/datasets/catalog/gtzan","frameworks":["tf","jax"]},{"repo":"https://github.com/pytorch/audio","url":"https://pytorch.org/audio/stable/datasets.html#torchaudio.datasets.GTZAN","frameworks":["pytorch"]}],"num_papers_in_archive":15,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/online-beat-tracking-on-gtzan","task":"Online Beat Tracking","dataset_variant":"GTZAN","rows":7,"metrics":["F1"],"first_row_in_archive_order":{"model":"1D state space","paper":"/paper/a-novel-1d-state-space-for-efficient-music","metrics":{"F1":"76.48"},"code_links":[{"title":"mjhydri/1d-statespace","url":"https://github.com/mjhydri/1d-statespace"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/beat-tracking-on-gtzan","task":"Beat Tracking","dataset_variant":"GTZAN","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper":"/paper/beat-this-accurate-beat-tracking-without-dbn","metrics":{"F1":"89.1"},"code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/downbeat-tracking-on-gtzan","task":"Downbeat Tracking","dataset_variant":"GTZAN","rows":1,"metrics":["F1"],"first_row_in_archive_order":{"model":"Beat This!","paper":"/paper/beat-this-accurate-beat-tracking-without-dbn","metrics":{"F1":"78.3"},"code_links":[{"title":"CPJKU/beat_this","url":"https://github.com/CPJKU/beat_this"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/audio-classification-on-gtzan","task":"Audio Classification","dataset_variant":"GTZAN","rows":0,"metrics":["Accuracy","F1","Precision","Recall"],"first_row_in_archive_order":null,"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/beat-this-accurate-beat-tracking-without-dbn","title":"Beat this! Accurate beat tracking without DBN postprocessing","date":"2024-07-31","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/a-novel-1d-state-space-for-efficient-music","title":"A Novel 1D State Space for Efficient Music Rhythmic Analysis","date":"2021-11-01","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/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","rows_on_this_dataset":6,"code_links":4,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}