{"url":"/dataset/shemo","name":"ShEMO","full_name":"Sharif Emotional Speech Database","description_markdown":"The database includes 3000 semi-natural utterances, equivalent to 3 hours and 25 minutes of speech data extracted from online radio plays. The ShEMO covers speech samples of 87 native-Persian speakers for five basic emotions including anger, fear, happiness, sadness and surprise, as well as neutral state.\r\n\r\nSource: [ShEMO -- A Large-Scale Validated Database for Persian Speech Emotion Detection](/paper/shemo-a-large-scale-validated-database-for)","description_withheld":null,"homepage":"https://github.com/pariajm/ShEMO","introduced_date":null,"introduced_date_note":null,"introduced_by":{"paper":"/paper/shemo-a-large-scale-validated-database-for","title":"ShEMO -- A Large-Scale Validated Database for Persian Speech Emotion Detection","first_author":"Omid Mohamad Nezami","url":null},"license":null,"modalities":[],"tasks":[{"name":"Speech Emotion Recognition","url":"/task/speech-emotion-recognition","datasets_with_task":"/datasets/task/speech-emotion-recognition"}],"languages":[],"variants":["ShEMO"],"data_loaders":[{"repo":"https://github.com/pariajm/ShEMO","url":"https://github.com/pariajm/ShEMO","frameworks":[]}],"num_papers_in_archive":16,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/speech-emotion-recognition-on-shemo","task":"Speech Emotion Recognition","dataset_variant":"ShEMO","rows":1,"metrics":["Unweighted Accuracy"],"first_row_in_archive_order":{"model":"CNN (1D)","paper":"/paper/emotion-recognition-in-persian-speech-using","metrics":{"Unweighted Accuracy":"65.20"},"code_links":[]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/emotion-recognition-in-persian-speech-using","title":"Emotion Recognition In Persian Speech Using Deep Neural Networks","date":"2022-04-28","rows_on_this_dataset":1,"code_links":0,"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."}