{"as_of":"2026-08-20T07:34:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0072b5670886390261d40d295525d953b6ffeef58241399407d2a088fdc4c182","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":8,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":8,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+00:00","state":"measured"},{"denominator":8,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":8,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T04:44:49.742916Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-20T18:43:38.957854Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-12T20:56:17.559813Z","title":"Dream-talk: Diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2411.09268","last_updated":"2025-03-08T08:53:40Z","snapshot_observed_at":"2026-08-18T10:24:57.013731Z","submitted_at":"2024-11-14T08:12:16Z","title":"LES-Talker: Fine-Grained Emotion Editing for Talking Head Generation in Linear Emotion Space","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-12T20:56:17.559813Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2411.09268"},"observation_digest":"sha256:471ed4e00067e96b3059f76bfc02b7c4c03911fe3a0d5b13fe346886f48ca14f","observation_id":"70cddd5b-4ec1-4cc3-82a0-5d3bc3dde328","resolution":{"observed_at":"2026-08-12T20:56:17.559813Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-11T21:53:11.920401Z","title":"Dream-talk: diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.04037","last_updated":"2024-12-05T10:20:34Z","snapshot_observed_at":"2026-08-18T10:23:25.989962Z","submitted_at":"2024-12-05T10:20:34Z","title":"INFP: Audio-Driven Interactive Head Generation in Dyadic Conversations","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-11T21:53:11.920401Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2412.04037"},"observation_digest":"sha256:073ab974779336f5b2f8018638c4130392e9fbefed13ad0e6b52159462981094","observation_id":"d274d88d-da5d-4bc9-a55b-d7a30f776d41","resolution":{"observed_at":"2026-08-11T21:53:11.920401Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-11T21:28:26.554619Z","title":"Dream-talk: Diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.04448","last_updated":"2024-12-05T18:57:26Z","snapshot_observed_at":"2026-08-17T10:09:04.714513Z","submitted_at":"2024-12-05T18:57:26Z","title":"MEMO: Memory-Guided Diffusion for Expressive Talking Video Generation","version":1},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-11T21:28:26.554619Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2412.04448"},"observation_digest":"sha256:31b45bf27e6611f67dac74a69de5c4731914764a2739142a4a24d280c4316179","observation_id":"dc31c237-5f09-4960-9130-a1b2aea57e71","resolution":{"observed_at":"2026-08-11T21:28:26.554619Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-11T19:10:13.942933Z","title":"Dream-talk: Diffusion-based realis- tic emotional audio-driven method for single image talking face generation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.07116","last_updated":"2024-12-10T02:06:10Z","snapshot_observed_at":"2026-08-19T10:29:09.245673Z","submitted_at":"2024-12-10T02:06:10Z","title":"A Review of Human Emotion Synthesis Based on Generative Technology","version":1},"reference_index":134,"source":"pdf_text","source_observed_at":"2026-08-11T19:10:13.942933Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2412.07116"},"observation_digest":"sha256:44837c20c81112423ff1deedf640ba69bbc11fb2164e7a85864df1ab8d55f822","observation_id":"1413f5af-5ccd-4287-a772-e60a6d7a211c","resolution":{"observed_at":"2026-08-11T19:10:13.942933Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-16T04:44:49.742916Z","title":"Dream-talk: diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.00497","last_updated":"2025-05-01T12:56:17Z","snapshot_observed_at":"2026-08-19T20:06:05.651931Z","submitted_at":"2025-05-01T12:56:17Z","title":"KeySync: A Robust Approach for Leakage-free Lip Synchronization in High Resolution","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-16T04:44:49.742916Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2505.00497"},"observation_digest":"sha256:b857268ecf54a7f45267d143395d783be2a5434ce4860d295dbff5a5aaa355fc","observation_id":"2b5dbea3-8f88-4701-aed8-011ed1e1b104","resolution":{"observed_at":"2026-08-16T04:44:49.742916Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-06T05:05:49.343432Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.02362","last_updated":"2025-08-04T12:50:22Z","snapshot_observed_at":"2026-08-17T09:18:20.700203Z","submitted_at":"2025-08-04T12:50:22Z","title":"Text2Lip: Progressive Lip-Synced Talking Face Generation from Text via Viseme-Guided Rendering","version":1},"reference_index":45,"source":"arxiv_source","source_observed_at":"2026-08-06T05:05:49.343432Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2508.02362"},"observation_digest":"sha256:65aebaa79e7071cf6eec52051df8fc792bccaf49df3de4eb26657199242613aa","observation_id":"ad1a78ca-7191-4de8-9773-850d026b6216","resolution":{"observed_at":"2026-08-06T05:05:49.343432Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-08-15T17:24:39.787022Z","title":"Dream-talk: Diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.12438","last_updated":"2025-08-17T17:10:13Z","snapshot_observed_at":"2026-08-18T10:23:25.221148Z","submitted_at":"2025-08-17T17:10:13Z","title":"Express4D: Expressive, Friendly, and Extensible 4D Facial Motion Generation Benchmark","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-15T17:24:39.787022Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2508.12438"},"observation_digest":"sha256:3cc9a0d13b78bae46012c4bb5a413ce087976527ea253f4158fbd86b4cef8781","observation_id":"43657689-dab9-45c3-aa1f-461a25f744a8","resolution":{"observed_at":"2026-08-15T17:24:39.787022Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation","version":1},"cited_work":{"arxiv_id":"2312.13578","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2312.13578","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Dreamtalk: Diffusion-based realistic emotional audio-driven method for single image talking face generation","venue":null,"work_id":"f521cc28-beb6-4f2e-adcf-71940b38b876","year":2023},"citing_paper":{"arxiv_id":"2605.16603","last_updated":"2026-05-15T20:06:02Z","snapshot_observed_at":"2026-08-05T16:09:41.396728Z","submitted_at":"2026-05-15T20:06:02Z","title":"Controlla: Learning Controllability via Graph-Constrained Latent Geometry","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-20T18:39:09.515957Z"},"links":{"cited_paper":"/paper/2312.13578","citing_paper":"/paper/2605.16603"},"observation_digest":"sha256:23344a61bffacdb52e4ab1295f6e8c8b574757a25daccc2636abfe5a870b6b3d","observation_id":"843520cf-fe03-4e1c-abb1-0523be0de212","resolution":{"observed_at":"2026-05-20T18:43:38.959311Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2312.13578/citation-record","integrity":"/paper/2312.13578/integrity","json":"/paper/2312.13578/citation-record.json","paper":"/paper/2312.13578"},"outbound":[],"paper":{"arxiv_id":"2312.13578","last_updated":"2023-12-21T05:03:18Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-18T10:22:53.196015Z","submitted_at":"2023-12-21T05:03:18Z","title":"DREAM-Talk: Diffusion-based Realistic Emotional Audio-driven Method for Single Image Talking Face Generation"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2312.13578."}