{"url":"/dataset/earnings-21","name":"Earnings-21","full_name":null,"description_markdown":"Earnings-21, a 39-hour corpus of earnings calls containing entity-dense speech from nine different financial sectors. This corpus is intended to benchmark ASR (Automatic Speech Recognition) systems in the wild with special attention towards named entity recognition.","description_withheld":null,"homepage":"https://github.com/revdotcom/speech-datasets/tree/main/earnings21","introduced_date":"2021-04-22","introduced_date_note":null,"introduced_by":{"paper":"/paper/earnings-21-a-practical-benchmark-for-asr-in","title":"Earnings-21: A Practical Benchmark for ASR in the Wild","first_author":"Miguel Del Rio","url":null},"license":{"name":"CC BY-SA 4.0","url":"https://github.com/revdotcom/speech-datasets/blob/main/earnings21/LICENSE.md"},"modalities":[{"name":"Speech","url":"/datasets/modality/speech"}],"tasks":[{"name":"Named Entity Recognition (NER)","url":"/task/named-entity-recognition-ner","datasets_with_task":"/datasets/task/named-entity-recognition-ner"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Earnings-21"],"data_loaders":[{"repo":"https://github.com/revdotcom/speech-datasets","url":"https://github.com/revdotcom/speech-datasets","frameworks":[]}],"num_papers_in_archive":12,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"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."}