{"id":"https://openalex.org/W4319862437","doi":"https://doi.org/10.1109/slt54892.2023.10023284","title":"AVSE Challenge: Audio-Visual Speech Enhancement Challenge","display_name":"AVSE Challenge: Audio-Visual Speech Enhancement Challenge","publication_year":2023,"publication_date":"2023-01-09","ids":{"openalex":"https://openalex.org/W4319862437","doi":"https://doi.org/10.1109/slt54892.2023.10023284"},"language":"en","primary_location":{"id":"doi:10.1109/slt54892.2023.10023284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt54892.2023.10023284","pdf_url":null,"source":{"id":"https://openalex.org/S4363605953","display_name":"2022 IEEE Spoken Language Technology Workshop (SLT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://napier-repository.worktribe.com/file/3103205/1/AVSE%20Challenge%3A%20Audio-Visual%20Speech%20Enhancement%20Challenge%20%28accepted%20version%29","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019555477","display_name":"Andrea Lorena Aldana Blanco","orcid":"https://orcid.org/0000-0003-2585-5155"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Andrea Lorena Aldana Blanco","raw_affiliation_strings":["University of Edinburgh,Edinburgh,UK","University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh,Edinburgh,UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019012876","display_name":"Cassia Valentini-Botinhao","orcid":"https://orcid.org/0000-0002-3486-8620"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Cassia Valentini-Botinhao","raw_affiliation_strings":["University of Edinburgh,Edinburgh,UK","University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh,Edinburgh,UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044666169","display_name":"Ond\u0159ej Klejch","orcid":"https://orcid.org/0000-0001-5495-967X"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ondrej Klejch","raw_affiliation_strings":["University of Edinburgh,Edinburgh,UK","University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh,Edinburgh,UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068981769","display_name":"Mandar Gogate","orcid":"https://orcid.org/0000-0003-1712-9014"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mandar Gogate","raw_affiliation_strings":["Edinburgh Napier University,Edinburgh,UK","Edinburgh Napier University, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,Edinburgh,UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058869522","display_name":"Kia Dashtipour","orcid":"https://orcid.org/0000-0002-9651-6487"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kia Dashtipour","raw_affiliation_strings":["Edinburgh Napier University,Edinburgh,UK","Edinburgh Napier University, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,Edinburgh,UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062211930","display_name":"Amir Hussain","orcid":"https://orcid.org/0000-0002-8080-082X"},"institutions":[{"id":"https://openalex.org/I251738","display_name":"Edinburgh Napier University","ror":"https://ror.org/03zjvnn91","country_code":"GB","type":"education","lineage":["https://openalex.org/I251738"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Amir Hussain","raw_affiliation_strings":["Edinburgh Napier University,Edinburgh,UK","Edinburgh Napier University, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"Edinburgh Napier University,Edinburgh,UK","institution_ids":["https://openalex.org/I251738"]},{"raw_affiliation_string":"Edinburgh Napier University, Edinburgh, UK","institution_ids":["https://openalex.org/I251738"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102911387","display_name":"Peter Bell","orcid":"https://orcid.org/0000-0002-9597-9615"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Bell","raw_affiliation_strings":["University of Edinburgh,Edinburgh,UK","University of Edinburgh, Edinburgh, UK"],"affiliations":[{"raw_affiliation_string":"University of Edinburgh,Edinburgh,UK","institution_ids":["https://openalex.org/I98677209"]},{"raw_affiliation_string":"University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019555477"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":null,"apc_paid":null,"fwci":0.7684,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.86875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"465","last_page":"471"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":1.0,"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"}},{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.7974958419799805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7853555083274841},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7285652160644531},{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.7162275314331055},{"id":"https://openalex.org/keywords/active-listening","display_name":"Active listening","score":0.5419178605079651},{"id":"https://openalex.org/keywords/background-noise","display_name":"Background noise","score":0.4463644027709961},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.44118955731391907},{"id":"https://openalex.org/keywords/speech-coding","display_name":"Speech coding","score":0.43212541937828064},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.4222135543823242},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2562801241874695},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.21287673711776733},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07123994827270508}],"concepts":[{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.7974958419799805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7853555083274841},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7285652160644531},{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.7162275314331055},{"id":"https://openalex.org/C177291462","wikidata":"https://www.wikidata.org/wiki/Q423038","display_name":"Active listening","level":2,"score":0.5419178605079651},{"id":"https://openalex.org/C100675267","wikidata":"https://www.wikidata.org/wiki/Q1371624","display_name":"Background noise","level":2,"score":0.4463644027709961},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.44118955731391907},{"id":"https://openalex.org/C13895895","wikidata":"https://www.wikidata.org/wiki/Q3270773","display_name":"Speech coding","level":2,"score":0.43212541937828064},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.4222135543823242},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2562801241874695},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.21287673711776733},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07123994827270508},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/slt54892.2023.10023284","is_oa":false,"landing_page_url":"https://doi.org/10.1109/slt54892.2023.10023284","pdf_url":null,"source":{"id":"https://openalex.org/S4363605953","display_name":"2022 IEEE Spoken Language Technology Workshop (SLT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Spoken Language Technology Workshop (SLT)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository@napier.ac.uk:3103205","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/3103205","pdf_url":"https://napier-repository.worktribe.com/file/3103205/1/AVSE%20Challenge%3A%20Audio-Visual%20Speech%20Enhancement%20Challenge%20%28accepted%20version%29","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/9aa045cc-739e-445b-8d69-203e1b4f2eef","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/files/305863115/AVSE_Challenge_ALDANA_DOA30092022_AFV.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aldana Blanco, A L, Valentini Botinhao, C, Klejch, O, Gogate, M, Dashtipour, K, Hussain, A & Bell, P 2023, AVSE Challenge: Audio-Visual Speech Enhancement Challenge. in Proceedings of the 2022 IEEE Spoken Language Technology Workshop. Institute of Electrical and Electronics Engineers, pp. 465-471, The IEEE Spoken Language Technology Workshop, 2022, Doha, Qatar, 9/01/23. https://doi.org/10.1109/SLT54892.2023.10023284","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:pure.ed.ac.uk:publications/9aa045cc-739e-445b-8d69-203e1b4f2eef","is_oa":false,"landing_page_url":"https://ieeexplore.ieee.org/document/10023284","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:pure.ed.ac.uk:publications/9aa045cc-739e-445b-8d69-203e1b4f2eef","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/9aa045cc-739e-445b-8d69-203e1b4f2eef","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Aldana Blanco, A L, Valentini Botinhao, C, Klejch, O, Gogate, M, Dashtipour, K, Hussain, A & Bell, P 2023, AVSE Challenge: Audio-Visual Speech Enhancement Challenge. in Proceedings of the 2022 IEEE Spoken Language Technology Workshop. Institute of Electrical and Electronics Engineers, pp. 465-471, The IEEE Spoken Language Technology Workshop, 2022, Doha, Qatar, 9/01/23. https://doi.org/10.1109/SLT54892.2023.10023284","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:repository@napier.ac.uk:3103205","is_oa":true,"landing_page_url":"http://researchrepository.napier.ac.uk/Output/3103205","pdf_url":"https://napier-repository.worktribe.com/file/3103205/1/AVSE%20Challenge%3A%20Audio-Visual%20Speech%20Enhancement%20Challenge%20%28accepted%20version%29","source":{"id":"https://openalex.org/S4306402591","display_name":"Edinburgh Napier Research Repository (Edinburgh Napier University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I251738","host_organization_name":"Edinburgh Napier University","host_organization_lineage":["https://openalex.org/I251738"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2193117753","display_name":"COG-MHEAR: Towards cognitively-inspired 5G-IoT enabled, multi-modal Hearing Aids","funder_award_id":"EP/T021063/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2447866707","display_name":null,"funder_award_id":"EP/T021063/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G2606664378","display_name":null,"funder_award_id":"COG-MHEAR","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8452545418","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319862437.pdf"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W65497148","https://openalex.org/W2067295501","https://openalex.org/W2144404214","https://openalex.org/W2163010125","https://openalex.org/W2194775991","https://openalex.org/W2403555780","https://openalex.org/W2604379605","https://openalex.org/W2891205112","https://openalex.org/W2937272804","https://openalex.org/W2962715207","https://openalex.org/W2962866211","https://openalex.org/W2964171275","https://openalex.org/W2980169064","https://openalex.org/W3096408984","https://openalex.org/W3136499730","https://openalex.org/W3163464523","https://openalex.org/W3197832224","https://openalex.org/W4232282348","https://openalex.org/W4288101270","https://openalex.org/W4289665794","https://openalex.org/W4375869387","https://openalex.org/W6633117090","https://openalex.org/W6639824700","https://openalex.org/W6750558598","https://openalex.org/W6754420807","https://openalex.org/W6775854415"],"related_works":["https://openalex.org/W1986772939","https://openalex.org/W2037635165","https://openalex.org/W3000153094","https://openalex.org/W2542062716","https://openalex.org/W3043214604","https://openalex.org/W1505346162","https://openalex.org/W2496295964","https://openalex.org/W2738829087","https://openalex.org/W2231565466","https://openalex.org/W2373767407"],"abstract_inverted_index":{"Audio-visual":[0],"speech":[1,12,27,40,69,150],"enhancement":[2,41,70,151],"is":[3,19,83,98],"the":[4,8,17,23,52,132,143],"task":[5],"of":[6,10,16,25,134,147],"improving":[7,26],"quality":[9],"a":[11,73,102,106,128],"signal":[13],"when":[14],"video":[15],"speaker":[18,97,104],"available.":[20],"It":[21],"opens-up":[22],"opportunity":[24],"intelligibility":[28,117],"in":[29,55,92],"adverse":[30],"listening":[31],"scenarios":[32],"that":[33],"are":[34,112],"currently":[35],"too":[36],"challenging":[37],"for":[38,76,130],"audio-only":[39],"models.":[42],"The":[43,81,109],"Audio-Visual":[44],"Speech":[45],"Enhancement":[46],"(AVSE)":[47],"challenge":[48,125],"aims":[49],"to":[50,65,126,138],"set":[51],"first":[53],"benchmark":[54],"this":[56,124],"area.":[57],"We":[58,122],"provide":[59,139],"participants":[60],"with":[61,100],"datasets":[62],"and":[63,79,88,137,145],"scripts":[64],"test":[66],"their":[67],"audio-visual":[68,135],"models":[71],"under":[72],"common":[74],"framework":[75],"both":[77],"training":[78],"evaluation.":[80],"data":[82],"derived":[84],"from":[85,95],"real-world":[86],"videos,":[87],"comprises":[89],"noisy":[90],"mixes,":[91],"which":[93],"audio":[94],"target":[96],"mixed":[99],"either":[101],"competing":[103],"or":[105],"noise":[107],"signal.":[108],"submitted":[110],"systems":[111],"evaluated":[113],"by":[114],"conducting":[115],"AV":[116,149],"tests":[118],"involving":[119],"human":[120],"participants.":[121],"expect":[123],"be":[127],"platform":[129],"advancing":[131],"field":[133],"speech-enhancement":[136],"further":[140],"insight":[141],"about":[142],"scope":[144],"limitations":[146],"current":[148],"approaches.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}