{"id":"https://openalex.org/W7162758067","doi":"https://doi.org/10.48550/arxiv.2605.29316","title":"CapTalk: Text-Guided Stylization and Speech-Driven 3D Head Animation","display_name":"CapTalk: Text-Guided Stylization and Speech-Driven 3D Head Animation","publication_year":2026,"publication_date":"2026-05-28","ids":{"openalex":"https://openalex.org/W7162758067","doi":"https://doi.org/10.48550/arxiv.2605.29316"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2605.29316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.29316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2605.29316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111115258","display_name":"Xuangeng Chu","orcid":"https://orcid.org/0009-0008-1925-7566"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chu, Xuangeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137347983","display_name":"Yuan Gan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gan, Yuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035551115","display_name":"Ziteng Cui","orcid":"https://orcid.org/0000-0002-6126-2712"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Cui, Ziteng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137390353","display_name":"Shuhong Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Shuhong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137375355","display_name":"Jian Wang","orcid":"https://orcid.org/0000-0001-7187-1629"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wang, Jian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137370311","display_name":"Bing Zhou","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhou, Bing","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5137325411","display_name":"Tatsuya Harada","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harada, Tatsuya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.8507999777793884,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.8507999777793884,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.0982000008225441,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.014299999922513962,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-facial-animation","display_name":"Computer facial animation","score":0.7325000166893005},{"id":"https://openalex.org/keywords/animation","display_name":"Animation","score":0.6686999797821045},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5580999851226807},{"id":"https://openalex.org/keywords/style","display_name":"Style (visual arts)","score":0.5062999725341797},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.48919999599456787},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4560999870300293},{"id":"https://openalex.org/keywords/computer-animation","display_name":"Computer animation","score":0.4528000056743622}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7548999786376953},{"id":"https://openalex.org/C138591656","wikidata":"https://www.wikidata.org/wiki/Q5157538","display_name":"Computer facial animation","level":4,"score":0.7325000166893005},{"id":"https://openalex.org/C502989409","wikidata":"https://www.wikidata.org/wiki/Q11425","display_name":"Animation","level":2,"score":0.6686999797821045},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5580999851226807},{"id":"https://openalex.org/C2776445246","wikidata":"https://www.wikidata.org/wiki/Q1792644","display_name":"Style (visual arts)","level":2,"score":0.5062999725341797},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.48919999599456787},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4560999870300293},{"id":"https://openalex.org/C69369342","wikidata":"https://www.wikidata.org/wiki/Q1401416","display_name":"Computer animation","level":3,"score":0.4528000056743622},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.448199987411499},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.4431000053882599},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.3939000070095062},{"id":"https://openalex.org/C90697248","wikidata":"https://www.wikidata.org/wiki/Q1062896","display_name":"Character animation","level":4,"score":0.384799987077713},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.37700000405311584},{"id":"https://openalex.org/C2780861071","wikidata":"https://www.wikidata.org/wiki/Q1062934","display_name":"Character (mathematics)","level":2,"score":0.35850000381469727},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3416999876499176},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33820000290870667},{"id":"https://openalex.org/C98907195","wikidata":"https://www.wikidata.org/wiki/Q5428562","display_name":"Facial motion capture","level":5,"score":0.3190000057220459},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.28679999709129333},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2768999934196472}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2605.29316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.29316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2605.29316","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2605.29316","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Audio-driven":[0],"3D":[1],"facial":[2,12,60,144],"animation":[3,61],"aims":[4],"to":[5,40,52,67,162],"generate":[6],"synchronized":[7,23,140],"lip":[8,24,141],"movements":[9,142],"and":[10,84,96,98,112,125,143],"vivid":[11],"expressions":[13,145],"from":[14],"arbitrary":[15],"audio":[16,55,133],"clips.":[17],"While":[18],"existing":[19],"methods":[20],"can":[21],"produce":[22],"motions,":[25],"they":[26],"often":[27],"rely":[28],"on":[29],"predefined":[30],"identity":[31,51],"or":[32,50],"style":[33,49,83,95,111,124],"latent":[34],"features,":[35],"which":[36],"limits":[37],"users'":[38],"ability":[39],"freely":[41],"control":[42,109,157],"speaking":[43,123],"styles.":[44],"Moreover,":[45],"applying":[46],"a":[47,87,100],"fixed":[48],"an":[53],"entire":[54],"segment":[56],"typically":[57],"results":[58],"in":[59],"styles":[62],"that":[63,106,146],"do":[64],"not":[65],"adapt":[66],"the":[68,72,80,131,148,166,171],"emotional":[69],"content":[70],"of":[71,93,122,138],"audio.":[73],"To":[74],"address":[75],"these":[76],"challenges,":[77],"we":[78],"revisit":[79],"entanglement":[81],"between":[82],"emotion,":[85,97,127],"construct":[86],"large-scale":[88],"dataset":[89],"with":[90],"textual":[91,120],"descriptions":[92,121],"both":[94,119],"propose":[99],"novel":[101],"talking":[102],"head":[103],"generation":[104,137],"framework":[105],"enables":[107],"separate":[108],"over":[110],"emotion.":[113],"Our":[114],"model":[115,153],"takes":[116],"as":[117,128,130],"input":[118],"character":[126],"well":[129],"driving":[132],"stream,":[134],"enabling":[135],"real-time":[136],"highly":[139],"match":[147],"provided":[149],"descriptions.":[150],"Furthermore,":[151],"our":[152],"supports":[154],"dynamic":[155],"emotion":[156,168],"during":[158],"inference,":[159],"allowing":[160],"it":[161],"handle":[163],"scenarios":[164],"where":[165],"target":[167],"changes":[169],"throughout":[170],"speech.":[172]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-30T00:00:00"}