{"url":"/task/prosody-prediction","name":"Prosody Prediction","slug":"prosody-prediction","description_markdown":"Predicting prosodic prominence from text. This is a 2-way classification task, assigning each word in a sentence a label 1 (prominent) or 0 (non-prominent).\r\n\r\n<span style=\"color:grey; opacity: 0.6\">( Image credit: [Helsinki Prosody Corpus](https://github.com/Helsinki-NLP/prosody) )</span>","categories":[{"name":"Audio","url":"/area/audio"},{"name":"Natural Language Processing","url":"/area/natural-language-processing"},{"name":"Speech","url":"/area/speech"}],"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","slug_source":"archive_url"},"counts":{"papers_tagged":15,"papers_with_code":4,"benchmarks":1,"benchmark_tables_in_archive":1,"benchmark_tables_shown":1,"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":2,"subtasks":0,"parent_tasks":1},"benchmarks":[{"leaderboard":"/sota/prosody-prediction-on-helsinki-prosody-corpus","slug":"prosody-prediction-on-helsinki-prosody-corpus","dataset":"Helsinki Prosody Corpus","dataset_url":"/dataset/helsinki-prosody-corpus","rows_in_archive":4,"metrics":["Accuracy"],"first_row_in_archive_order":{"model":"BERT","paper_title":"Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations","paper_url":"/paper/predicting-prosodic-prominence-from-text-with","paper_date":"2019-08-06","arxiv_id":"1908.02262","code_links":[{"title":"Helsinki-NLP/prosody","url":"https://github.com/Helsinki-NLP/prosody"}],"syntology":null}}],"datasets":[{"url":"/dataset/candor-corpus-1","name":"CANDOR Corpus","full_name":"CANDOR = Conversation: A Naturalistic Dataset of Online Recordings","num_papers_in_archive":1},{"url":"/dataset/helsinki-prosody-corpus","name":"Helsinki Prosody Corpus","full_name":"","num_papers_in_archive":1}],"subtasks":[],"parent_tasks":[{"url":"/task/text-to-speech-synthesis","name":"Text-To-Speech Synthesis"}],"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":4,"of":4,"tagged_in_all":15,"items":[{"url":"/paper/present-zero-shot-text-to-prosody-control","title":"PRESENT: Zero-Shot Text-to-Prosody Control","date":"2024-08-13","arxiv_id":"2408.06827","repositories_listed":1,"syntology":null},{"url":"/paper/prosody-analysis-of-audiobooks","title":"Prosody Analysis of Audiobooks","date":"2023-10-10","arxiv_id":"2310.06930","repositories_listed":1,"syntology":null},{"url":"/paper/on-the-utility-of-self-supervised-models-for","title":"On the Utility of Self-supervised Models for Prosody-related Tasks","date":"2022-10-13","arxiv_id":"2210.07185","repositories_listed":1,"syntology":{"n":7,"n_ran":0,"n_unverified":7,"n_pointer_only":0}},{"url":"/paper/predicting-prosodic-prominence-from-text-with","title":"Predicting Prosodic Prominence from Text with Pre-trained Contextualized Word Representations","date":"2019-08-06","arxiv_id":"1908.02262","repositories_listed":1,"syntology":null}],"syntology_records":1,"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"}}