Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T10:53:19.295484Z
Paper Citation Record · LEDGER
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads
As of 9 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 0 inbound Pith citation observations for arXiv:2507.23343.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
79 of 79 outbound references displayed
- verified exact4
- verified fuzzy63
- unresolved12
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation d70430dd-8bde-4a91-89de-6c584cee27a6 · outbound
This paper cites https://ideogram.ai/, 2024.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https://ideogram.ai/, 2024
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.736407Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation abc06a91-8b30-46e6-a62a-9b9e716247e5 · outbound
This paper cites kandinsky 2.1, 2023.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads kandinsky 2.1, 2023
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.720747Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 19397e1c-3d08-4527-94dd-e192131eea9f · outbound
This paper cites Improving image generation with better captions.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Improving image generation with better captions
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.704727Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42eef891-58a2-4b0d-bc19-c8cc7cdd3d28 · outbound
This paper cites Methodology for the subjective assessment of the quality of television pictures.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Methodology for the subjective assessment of the quality of television pictures
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.688089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 24135064-81d5-4847-9e4e-e75c565cd42d · outbound
This paper cites A no-reference quality assessment metric for dynamic 3d digital human.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A no-reference quality assessment metric for dynamic 3d digital human
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.670936Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8db2d14d-2303-49f8-b42c-0436688b80a9 · outbound
This paper cites EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads EchoMimic: Lifelike Audio-Driven Portrait Animations through Editable Landmark Conditions
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:18.930569Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0059a4e-5849-4ea8-bd98-f1b693466c9c · outbound
This paper cites Videoretalking: Audio-based lip synchronization for talking head video editing in the wild.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Videoretalking: Audio-based lip synchronization for talking head video editing in the wild
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.655541Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a179522c-b335-4193-991e-4b4ffa11ea60 · outbound
This paper cites Out of time: auto- mated lip sync in the wild.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Out of time: auto- mated lip sync in the wild
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.639397Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 51e65cea-20fa-4f60-af1e-5a7b37cd26cc · outbound
This paper cites Scaling recti- fied flow transformers for high-resolution image synthesis.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Scaling recti- fied flow transformers for high-resolution image synthesis
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.621214Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 71d5596e-b56d-45a0-8f83-bc95a7487d0a · outbound
This paper cites https://huggingface.co/black- forest-labs/FLUX.1-dev, 2024.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https://huggingface.co/black- forest-labs/FLUX.1-dev, 2024
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.602269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0366b497-b2a6-47e4-a6fb-d580ad92b29f · outbound
This paper cites https :// github.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https :// github
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.585622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 20f2c407-83f5-4052-9004-c7a6981dfc85 · outbound
This paper cites Real-time multimodal human–avatar interaction.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Real-time multimodal human–avatar interaction
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.569834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b7e2ace8-9e6f-43af-a23a-1b7df91fa3ed · outbound
This paper cites Efficient emotional adaptation for audio-driven talking-head generation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Efficient emotional adaptation for audio-driven talking-head generation
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.553681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation accd958c-d27a-4ade-a281-f818ea34db0b · outbound
This paper cites Gans trained by a two time-scale update rule converge to a local nash equilib- rium.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Gans trained by a two time-scale update rule converge to a local nash equilib- rium
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.536590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 380d174d-4998-4b1e-9e55-e691f089f9af · outbound
This paper cites A style-based generator architecture for generative adversarial networks.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A style-based generator architecture for generative adversarial networks
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:18.977481Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee8b6593-2011-4fe7-adb0-10ac38fc81b8 · outbound
This paper cites Analyzing and improv- ing the image quality of stylegan.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Analyzing and improv- ing the image quality of stylegan
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.509492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8159202a-2e99-477c-b1ce-bc661ff931c3 · outbound
This paper cites Two-level approach for no-reference con- sumer video quality assessment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Two-level approach for no-reference con- sumer video quality assessment
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.494314Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6bb4be0b-e858-4178-a898-ec66c9100a07 · outbound
This paper cites Blindly assess quality of in-the-wild videos via quality-aware pre-training and motion perception.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Blindly assess quality of in-the-wild videos via quality-aware pre-training and motion perception
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.477126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d4ab390c-c6a7-4b61-8563-65a9fe2fd3d7 · outbound
This paper cites AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads AIGIQA-20K: A Large Database for AI-Generated Image Quality Assessment
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:18.998446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9718a5de-559b-4f19-9ccd-511664ab607e · outbound
This paper cites Quality as- sessment of in-the-wild videos.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Quality as- sessment of in-the-wild videos
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.459035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 12470d03-326d-4dd4-b8c1-166eccbd24af · outbound
This paper cites Ntire 2025 xgc quality assessment chal- lenge: Methods and results.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Ntire 2025 xgc quality assessment chal- lenge: Methods and results
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.441752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 14cfa896-fd57-48e0-bc7d-3870b1c4beb4 · outbound
This paper cites Swin transformer: Hierarchical vision transformer using shifted windows.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Swin transformer: Hierarchical vision transformer using shifted windows
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.421971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f647508e-8349-4959-be72-5874be2655b4 · outbound
This paper cites DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.020094Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 356c7ab1-99a8-449b-adab-e9ed97f4f3ab · outbound
This paper cites Realistic modeling and animation of human body based on scanned data.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Realistic modeling and animation of human body based on scanned data
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.396298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation afea97aa-cb06-4b95-803b-9a5cfd562af2 · outbound
This paper cites https : / / www.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https : / / www
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.370743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6dc34d3a-291e-4ab7-bc50-71823bd0697b · outbound
This paper cites Perceptual video quality assessment: A sur- vey.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Perceptual video quality assessment: A sur- vey
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.034510Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e1810ca-7852-4ccb-ba6b-488b6aec38f8 · outbound
This paper cites No-reference image quality assessment in the spa- tial domain.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads No-reference image quality assessment in the spa- tial domain
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.338978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1f50b041-97ca-408c-b662-4213faf6f5f4 · outbound
This paper cites completely blind.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads completely blind
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.321381Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 18fb85af-9dcc-4e33-a7fb-1bd2f8a2b0df · outbound
This paper cites A com- pletely blind video integrity oracle.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A com- pletely blind video integrity oracle
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.302866Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8762e25b-28fe-4775-b8d7-2707d7d4d9cd · outbound
This paper cites A no-reference im- age blur metric based on the cumulative probability of blur detection (cpbd).
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A no-reference im- age blur metric based on the cumulative probability of blur detection (cpbd)
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.285425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ca87ccab-bd16-4217-a697-2a771756e858 · outbound
This paper cites https : / / huggingface.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https : / / huggingface
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.268179Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3d637d8b-094a-461f-9df0-2f3782e2fe9c · outbound
This paper cites SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.067233Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b754ff0c-891b-4b53-930b-09bb9842dfdc · outbound
This paper cites A lip sync expert is all you need for speech to lip generation in the wild.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A lip sync expert is all you need for speech to lip generation in the wild
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.251068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f41ffb90-0fb3-4ffd-b197-dcb404b16912 · outbound
This paper cites https : / / huggingface.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads https : / / huggingface
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.233782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 41f7eb0a-867b-479d-b905-54a4b4febf30 · outbound
This paper cites High-resolution image synthesis with latent diffusion models.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads High-resolution image synthesis with latent diffusion models
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.216092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab6548c2-803b-4de1-9625-04b8467b996a · outbound
This paper cites Blind prediction of natural video quality.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Blind prediction of natural video quality
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.198415Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 034648bf-e9cb-4798-a591-3bd26126edda · outbound
This paper cites Real-time vision and speech driven avatars for mul- timedia applications.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Real-time vision and speech driven avatars for mul- timedia applications
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.177862Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 59e401a3-54a2-4e49-a607-bc2ba56bb5af · outbound
This paper cites An xt slice based method for action recognition.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads An xt slice based method for action recognition
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.162605Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 374c5957-fa8a-4939-bc53-c7f2f591b29f · outbound
This paper cites A deep learning based no-reference quality assessment model for ugc videos.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A deep learning based no-reference quality assessment model for ugc videos
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.147248Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b26230e4-c717-408e-a5aa-1c202aa2b270 · outbound
This paper cites Ugc-vqa: Benchmarking blind video quality assessment for user generated content.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Ugc-vqa: Benchmarking blind video quality assessment for user generated content
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.130298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 89464ff9-0c5c-49c6-9434-0d231b40f2c1 · outbound
This paper cites Rapique: Rapid and accurate video quality prediction of user generated content.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Rapique: Rapid and accurate video quality prediction of user generated content
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.112288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f536cb30-7a5c-4d96-8370-cacfbd657bd5 · outbound
This paper cites Seeing what you said: Talking face gen- eration guided by a lip reading expert.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Seeing what you said: Talking face gen- eration guided by a lip reading expert
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.093209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b549b02b-96c3-43dc-8314-61caf0adf92d · outbound
This paper cites Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.120381Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81c549f2-7c1e-4cc4-a04e-2fb5990eb32d · outbound
This paper cites Bovik, H.R.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Bovik, H.R
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.070529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation bc40e817-3621-4113-b4fd-a3b66c4c4347 · outbound
This paper cites Fast- vqa: Efficient end-to-end video quality assessment with frag- ment sampling.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Fast- vqa: Efficient end-to-end video quality assessment with frag- ment sampling
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.054568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 497e9eb7-c8c5-43db-afdd-75be80516fbf · outbound
This paper cites Emogen: Emotional image content generation with text-to-image dif- fusion models.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Emogen: Emotional image content generation with text-to-image dif- fusion models
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.036117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4356ca38-a86c-44e8-ba55-9be2755a360a · outbound
This paper cites Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Styleheat: One-shot high-resolution editable talking face generation via pre-trained stylegan
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.019085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 45bb8272-b9ab-4d31-8a3f-b11c6a2d83af · outbound
This paper cites A feature-enriched completely blind image quality evaluator.IEEE Transactions on Image Processing, 24(8):2579–2591, 2015.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A feature-enriched completely blind image quality evaluator.IEEE Transactions on Image Processing, 24(8):2579–2591, 2015
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:20.000358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 05b09701-fc5d-44e4-9b2f-18dc61ecfa38 · outbound
This paper cites Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Sadtalker: Learning realistic 3d motion coefficients for stylized audio- driven single image talking face animation
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.984608Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 554011ca-c2db-4c6d-bc9a-557ade5b7d1b · outbound
This paper cites MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads MuseTalk: Real-Time High-Fidelity Video Dubbing via Spatio-Temporal Sampling
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.154197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a455caf9-7ca5-4de1-8f20-6340086d711d · outbound
This paper cites DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads DINet: Deformation Inpainting Network for Realistic Face Visually Dubbing on High Resolution Video
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:53:19.493027Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9a586261-f1ae-4033-860f-7d4e1a184259 · outbound
This paper cites Eep-3dqa: Effi- cient and effective projection-based 3d model quality assess- ment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Eep-3dqa: Effi- cient and effective projection-based 3d model quality assess- ment
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.966355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 147c0f31-a0b6-4846-83a8-2cda003fd141 · outbound
This paper cites Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Advancing Zero-Shot Digital Human Quality Assessment through Text-Prompted Evaluation
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.168699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd29aaa9-74ea-443a-99cf-b9ede1790aa6 · outbound
This paper cites Ddh-qa: A dynamic digital humans quality assessment database.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Ddh-qa: A dynamic digital humans quality assessment database
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.945385Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ed952abe-acdd-4275-ad24-487499fdbaa5 · outbound
This paper cites Perceptual quality assess- ment for digital human heads.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Perceptual quality assess- ment for digital human heads
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.926018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b27f0f3a-2a74-4a7a-a04e-3b4b7824d91e · outbound
This paper cites Geometry-aware video quality assessment for dynamic digital human.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Geometry-aware video quality assessment for dynamic digital human
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.910855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f3178fb1-af98-4e93-9f74-32cdbe6891f1 · outbound
This paper cites Simple Baselines for Projection-based Full-reference and No-reference Point Cloud Quality Assessment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Simple Baselines for Projection-based Full-reference and No-reference Point Cloud Quality Assessment
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:53:19.450876Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b388019a-5772-4314-8e2d-52362ce25c28 · outbound
This paper cites A-Bench: Are LMMs Masters at Evaluating AI-generated Images?.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A-Bench: Are LMMs Masters at Evaluating AI-generated Images?
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.191704Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bb49bd5-5739-429f-b85d-2716df62eb7d · outbound
This paper cites Quality assessment in the era of large models: A survey.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Quality assessment in the era of large models: A survey
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.895131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 32b73898-3ad1-437d-a27b-f98dab102cbe · outbound
This paper cites Quality-of-experience evaluation for digital twins in 6g net- work environments.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Quality-of-experience evaluation for digital twins in 6g net- work environments
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.878647Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6ff276b9-5c6a-40a7-9daa-9b6387ec5508 · outbound
This paper cites Aibench: Towards trustworthy evaluation under the 45° law.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Aibench: Towards trustworthy evaluation under the 45° law
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.856492Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c919f634-92f2-4eba-ad8d-274d852cbb6e · outbound
This paper cites Mm- pcqa+: Advancing multi-modal learning for point cloud quality assessment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Mm- pcqa+: Advancing multi-modal learning for point cloud quality assessment
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.833738Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 227a4365-1659-4ba2-a71c-c08bae8b2322 · outbound
This paper cites Identity- preserving talking face generation with landmark and ap- pearance priors.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Identity- preserving talking face generation with landmark and ap- pearance priors
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.816796Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 387f894d-a715-402c-9b83-9600f29aa3fd · outbound
This paper cites Makelttalk: speaker-aware talking-head animation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Makelttalk: speaker-aware talking-head animation
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.800837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 885ae837-6a0a-480e-9299-ef32050c1aab · outbound
This paper cites Omnidirectional image quality assessment by distortion dis- crimination assisted multi-stream network.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Omnidirectional image quality assessment by distortion dis- crimination assisted multi-stream network
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.784084Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3407acb-98fb-4b71-815a-dbf7c20b03a4 · outbound
This paper cites Pyramid feature aggregation for hierarchi- cal quality prediction of stitched panoramic images.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Pyramid feature aggregation for hierarchi- cal quality prediction of stitched panoramic images
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.767999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e301e660-185b-4b22-896a-32e8f53e1cd5 · outbound
This paper cites An Implementation of Multimodal Fusion System for Intelligent Digital Human Generation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads An Implementation of Multimodal Fusion System for Intelligent Digital Human Generation
Reference 67
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:53:19.409896Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7bf099fd-86c2-4cce-b329-631aedc9e6f4 · outbound
This paper cites Quality assessment for stitched panoramic images via patch registration and bidimensional feature ag- gregation.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Quality assessment for stitched panoramic images via patch registration and bidimensional feature ag- gregation
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.753352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 02cb7a86-a8d1-4d24-a761-73e64294249c · outbound
This paper cites A no-reference quality as- sessment method for digital human head.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads A no-reference quality as- sessment method for digital human head
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.738230Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6c9f7698-3418-47e7-af6e-9e7d37111bcf · outbound
This paper cites Perceptual quality assessment for point clouds: A survey.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Perceptual quality assessment for point clouds: A survey
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.722657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e52ce464-ee96-4b96-9eb3-9319dfe15c6a · outbound
This paper cites MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis
Reference 71
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.254145Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0f08cc3-9759-49fd-875a-550aa93c7408 · outbound
This paper cites Thqa: A perceptual quality assessment database for talking heads.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Thqa: A perceptual quality assessment database for talking heads
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.706211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5f726a8f-cf32-47bd-a6e4-5463ee8b41c2 · outbound
This paper cites Subjective and objective quality-of-experience assessment for 3d talking heads.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Subjective and objective quality-of-experience assessment for 3d talking heads
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.688229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 077358c6-8278-46b2-978f-59545cf185f0 · outbound
This paper cites 3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads 3DGCQA: A Quality Assessment Database for 3D AI-Generated Contents
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T10:53:19.366457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 95f5af62-04e0-4cd0-b628-56d80ec4b78b · outbound
This paper cites Reli-qa: A multidimensional quality assessment dataset for relighted human heads.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Reli-qa: A multidimensional quality assessment dataset for relighted human heads
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.671873Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f9771cbc-5eb8-4de3-b149-6243b02b8bfa · outbound
This paper cites Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Q-Agent: Quality-Driven Chain-of-Thought Image Restoration Agent through Robust Multimodal Large Language Model
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:53:19.280485Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27dc7cbc-9db2-481a-8b11-ef0ebd8f7501 · outbound
This paper cites Cdhqa: A quality assessment database for conversa- tional digital human.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Cdhqa: A quality assessment database for conversa- tional digital human
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.655630Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5682834a-d543-46f0-822a-a2ba3a5479c8 · outbound
This paper cites Who is a bet- ter imitator: Subjective and objective quality assessment of animated humans.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Who is a bet- ter imitator: Subjective and objective quality assessment of animated humans
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.638566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1bd11d00-3af9-4468-8d01-2b0b2ef44b73 · outbound
This paper cites Ct-pcqa: A convolutional neural network and transformer combined method for point cloud quality as- sessment.
Who is a Better Talker: Subjective and Objective Quality Assessment for AI-Generated Talking Heads Ct-pcqa: A convolutional neural network and transformer combined method for point cloud quality as- sessment
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T10:53:19.622593Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
No inbound Pith citation observations are available.