{"url":"/dataset/sound-of-water-50","name":"Sound of Water 50","full_name":"Sound of Water 50","description_markdown":"We collect a dataset of 805 clean videos that show the action of pouring water in a container. Our dataset spans over 50 unique containers made of 5 different materials, 4 different shapes and with hot and cold water. \r\n\r\nThe dataset can be used for the following tasks:\r\n- Physical property understanding (e.g., predict size of container just from the sound of pouring)\r\n- Audio generation (given video of pouring, generate a synchronised sound of pouring)\r\n- Video generation","description_withheld":null,"homepage":"https://bpiyush.github.io/pouring-water-website/","introduced_date":"2024-11-18","introduced_date_note":null,"introduced_by":{"paper":"/paper/the-sound-of-water-inferring-physical","title":"The Sound of Water: Inferring Physical Properties from Pouring Liquids","first_author":"Piyush Bagad","url":null},"license":{"name":"MIT","url":"https://huggingface.co/datasets/bpiyush/sound-of-water"},"modalities":[{"name":"Videos","url":"/datasets/modality/videos"},{"name":"Audio","url":"/datasets/modality/audio"}],"tasks":[{"name":"Physical Attribute Prediction","url":"/task/physical-attribute-prediction","datasets_with_task":"/datasets/task/physical-attribute-prediction"},{"name":"Audio Tagging","url":"/task/audio-tagging","datasets_with_task":"/datasets/task/audio-tagging"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["Sound of Water 50"],"data_loaders":[],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/physical-attribute-prediction-on-sound-of","task":"Physical Attribute Prediction","dataset_variant":"Sound of Water 50","rows":1,"metrics":["Mean Squared Error"],"first_row_in_archive_order":{"model":"PouringNet","paper":"/paper/the-sound-of-water-inferring-physical","metrics":{"Mean Squared Error":"0.60"},"code_links":[{"title":"bpiyush/SoundOfWater","url":"https://github.com/bpiyush/SoundOfWater"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/the-sound-of-water-inferring-physical","title":"The Sound of Water: Inferring Physical Properties from Pouring Liquids","date":"2024-11-18","rows_on_this_dataset":1,"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."}