{"url":"/sota/lip-sync-on-lrs3","task":{"name":"Unconstrained Lip-synchronization","url":"/task/lip-sync","note":null},"dataset":{"name":"LRS3","url":null},"category":"Computer Vision","categories":["Computer Vision"],"category_note":null,"description":"Given a video of an arbitrary person, and an arbitrary driving speech, the task is to generate a lip-synced video that matches the given speech. \r\n\r\nThis task requires the approach to not be constrained by identity, voice, or language.","description_from":"task","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","rank":"the archive's row order at snapshot; not re-ranked","rows_end_at":"2025-07-28","rows_withheld_as_spam":0,"metric_values":"the archive's strings, untouched"},"metrics":["FID","LSE-C","LSE-D"],"metric_direction":{"note":"inferred from the metric name only (the archive records no direction); null = not inferred, chart draws points only","by_metric":{"FID":"lower","LSE-C":null,"LSE-D":null}},"counts":{"rows":2,"rows_with_code":2,"rows_with_paper_page":2,"rows_dated":2,"rows_using_additional_data":1},"rows":[{"rank_in_archive_order":1,"model":"Wav2Lip + GAN","metrics":{"FID":"4.35","LSE-C":"7.574","LSE-D":"6.986"},"uses_additional_data":true,"paper_date":"2020-08-23","paper":"/paper/a-lip-sync-expert-is-all-you-need-for-speech","paper_url":"https://arxiv.org/abs/2008.10010v1","paper_title":"A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild","code":"https://github.com/Rudrabha/Wav2Lip","n_code_links":4,"syntology":{"n_ran":1,"n_unverified":1,"n_samples":2,"n_pointer_only_licence":2}},{"rank_in_archive_order":2,"model":"Wav2Lip","metrics":{"FID":"4.844","LSE-C":"7.887","LSE-D":"6.652"},"uses_additional_data":false,"paper_date":"2020-08-23","paper":"/paper/a-lip-sync-expert-is-all-you-need-for-speech","paper_url":"https://arxiv.org/abs/2008.10010v1","paper_title":"A Lip Sync Expert Is All You Need for Speech to Lip Generation In The Wild","code":"https://github.com/Rudrabha/Wav2Lip","n_code_links":4,"syntology":{"n_ran":1,"n_unverified":1,"n_samples":2,"n_pointer_only_licence":2}}],"since_archive":{"present":false,"note":"No Syntology-extracted rows are published in this build."},"syntology":{"read_at":"2026-09-24T18:15:14+00:00","claim":"Per row: N of M harvested code samples from that row's paper executed on a synthesized fixture; the other M-N are unverified. Not a reproduction of the row's number; not a correctness claim. n_pointer_only_licence counts samples the site points at rather than redistributes (a licence axis, independent of ran/unverified).","rows_with_graph_line":2,"rows_with_any_sample_ran":2,"distinct_papers_with_graph_line":1,"distinct_papers_with_any_sample_ran":1,"samples_over_distinct_papers":{"n_ran":1,"n_unverified":1,"n_samples":2,"n_pointer_only_licence":2,"note":"each paper (arXiv id) counted once, however many rows it is behind; this is the page-level figure"},"samples_row_weighted":{"n_ran":2,"n_unverified":2,"n_samples":4,"n_pointer_only_licence":4,"note":"row-weighted: a paper behind several rows is counted once per row; inflated relative to samples_over_distinct_papers by design, kept for readers summing the per-row syntology blocks"}}}