{"url":"/dataset/voice-bank-demand","name":"VoiceBank+DEMAND","full_name":null,"description_markdown":"VoiceBank+DEMAND  is a noisy speech database for training speech enhancement algorithms and TTS models.  The database was designed to train and test speech enhancement methods that operate at 48kHz. A more detailed description can be found in the paper associated with the database. Some of the noises were obtained from the Demand database, available here: http://parole.loria.fr/DEMAND/ . The speech database was obtained from the Voice Banking Corpus, available here: http://homepages.inf.ed.ac.uk/jyamagis/release/VCTK-Corpus.tar.gz .","description_withheld":null,"homepage":"https://datashare.ed.ac.uk/handle/10283/2791","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Speech Enhancement","url":"/task/speech-enhancement","datasets_with_task":"/datasets/task/speech-enhancement"}],"languages":[],"variants":["VoiceBank+DEMAND"],"data_loaders":[],"num_papers_in_archive":16,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/speech-enhancement-on-voicebank-demand-2","task":"Speech Enhancement","dataset_variant":"VoiceBank+DEMAND","rows":2,"metrics":["PESQ","DNSMOS","DNSMOS BAK","DNSMOS OVRL","DNSMOS SIG","ESTOI","SI-SDR","PESQ (wb)"],"first_row_in_archive_order":{"model":"ROSE-CD","paper":"/paper/robust-one-step-speech-enhancement-via-1","metrics":{"DNSMOS":"3.48","DNSMOS BAK":"4.34","DNSMOS OVRL":"3.70","DNSMOS SIG":"4.02","ESTOI":"0.87","PESQ":"3.49","SI-SDR":"17.80"},"code_links":[{"title":"LiangXu123/Robust-One-step-Speech-Enhancement-via-Consistency-Distillation-ROSE-CD-","url":"https://github.com/LiangXu123/Robust-One-step-Speech-Enhancement-via-Consistency-Distillation-ROSE-CD-"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/robust-one-step-speech-enhancement-via-1","title":"Robust One-step Speech Enhancement via Consistency Distillation","date":"2025-07-08","rows_on_this_dataset":2,"code_links":1,"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."}