{"id":"https://openalex.org/W4392931592","doi":"https://doi.org/10.1109/icassp48485.2024.10446761","title":"Reconstruction of Sound Field Through Diffusion Models","display_name":"Reconstruction of Sound Field Through Diffusion Models","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392931592","doi":"https://doi.org/10.1109/icassp48485.2024.10446761"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10446761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://re.public.polimi.it/bitstream/11311/1265047/1/2312.08821-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093072656","display_name":"Federico Miotello","orcid":"https://orcid.org/0000-0003-2130-6423"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Federico Miotello","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007911573","display_name":"Luca Comanducci","orcid":"https://orcid.org/0000-0002-4167-5173"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Comanducci","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082962909","display_name":"Mirco Pezzoli","orcid":"https://orcid.org/0000-0003-1296-0992"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mirco Pezzoli","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088704369","display_name":"Alberto Bernardini","orcid":"https://orcid.org/0000-0001-7973-0134"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alberto Bernardini","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082156387","display_name":"Fabio Antonacci","orcid":"https://orcid.org/0000-0003-4545-0315"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Antonacci","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051897828","display_name":"Augusto Sarti","orcid":"https://orcid.org/0000-0002-5803-1702"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Augusto Sarti","raw_affiliation_strings":["Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy"],"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria - Politecnico di Milano,Dipartimento di Elettronica,Milan,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria - Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5093072656"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":5.5284,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.96586633,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1476","last_page":"1480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9994999766349792,"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":0.9994999766349792,"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/T11309","display_name":"Music and Audio Processing","score":0.9991999864578247,"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/T11349","display_name":"Music Technology and Sound Studies","score":0.9973000288009644,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7318809032440186},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6207347512245178},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5226737856864929},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.4869474172592163},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4752616286277771},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4511793851852417},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4415965676307678},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.43938836455345154},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4262154698371887},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.4144171476364136},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3770580291748047},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3313540518283844},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1023225486278534}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7318809032440186},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6207347512245178},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5226737856864929},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.4869474172592163},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4752616286277771},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4511793851852417},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4415965676307678},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43938836455345154},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4262154698371887},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.4144171476364136},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3770580291748047},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3313540518283844},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1023225486278534},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp48485.2024.10446761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10446761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1265047","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1265047","pdf_url":"https://re.public.polimi.it/bitstream/11311/1265047/1/2312.08821-2.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1265047","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1265047","pdf_url":"https://re.public.polimi.it/bitstream/11311/1265047/1/2312.08821-2.pdf","source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392931592.pdf","grobid_xml":"https://content.openalex.org/works/W4392931592.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1676572595","https://openalex.org/W1901129140","https://openalex.org/W2057573926","https://openalex.org/W2606519356","https://openalex.org/W2768373198","https://openalex.org/W2899837588","https://openalex.org/W2903128102","https://openalex.org/W2917973643","https://openalex.org/W2937979935","https://openalex.org/W2964013315","https://openalex.org/W2966177345","https://openalex.org/W2989691494","https://openalex.org/W3010753017","https://openalex.org/W3045870699","https://openalex.org/W3047687894","https://openalex.org/W3103001801","https://openalex.org/W3155072588","https://openalex.org/W3212516020","https://openalex.org/W3217636345","https://openalex.org/W4200166917","https://openalex.org/W4200420711","https://openalex.org/W4212774754","https://openalex.org/W4223461111","https://openalex.org/W4225272293","https://openalex.org/W4285294643","https://openalex.org/W4287756134","https://openalex.org/W4292969959","https://openalex.org/W4312933868","https://openalex.org/W4320730519","https://openalex.org/W4372262701","https://openalex.org/W4372264274","https://openalex.org/W4372341905","https://openalex.org/W4375869120","https://openalex.org/W4375869358","https://openalex.org/W4386116534","https://openalex.org/W4391028531","https://openalex.org/W6779823529","https://openalex.org/W6788990321"],"related_works":["https://openalex.org/W2909726438","https://openalex.org/W2067046791","https://openalex.org/W2909888262","https://openalex.org/W2943623134","https://openalex.org/W2494523064","https://openalex.org/W2025747832","https://openalex.org/W3020957235","https://openalex.org/W2056769785","https://openalex.org/W2215759665","https://openalex.org/W2030292806"],"abstract_inverted_index":{"Reconstructing":[0],"the":[1,36,47,54,57,72,101,135],"sound":[2,16,73,102],"field":[3,74,103],"in":[4,41,68,84,104],"a":[5,30,44,60,90,121],"room":[6],"is":[7,82,113],"an":[8,77],"important":[9],"task":[10],"for":[11,34,53],"several":[12],"applications,":[13],"such":[14],"as":[15],"control":[17],"and":[18,99,134],"augmented":[19],"(AR)":[20],"or":[21],"virtual":[22],"reality":[23],"(VR).":[24],"In":[25],"this":[26],"paper,":[27],"we":[28],"propose":[29],"data-driven":[31],"generative":[32],"model":[33],"reconstructing":[35],"magnitude":[37],"of":[38,59,92],"acoustic":[39],"fields":[40],"rooms":[42],"with":[43,124],"focus":[45],"on":[46,89,131,137],"modal":[48],"frequency":[49],"range.":[50],"We":[51,119],"introduce,":[52],"first":[55],"time,":[56],"use":[58],"conditional":[61],"Denoising":[62],"Diffusion":[63],"Probabilistic":[64],"Model":[65],"(DDPM)":[66],"trained":[67],"order":[69,85],"to":[70,86,115],"reconstruct":[71],"(SF-Diff)":[75],"over":[76],"extended":[78],"domain.":[79],"The":[80,108],"architecture":[81],"devised":[83],"be":[87],"conditioned":[88],"set":[91],"limited":[93],"available":[94],"measurements":[95],"at":[96],"different":[97],"frequencies":[98],"generate":[100],"target,":[105],"unknown,":[106],"locations.":[107],"results":[109],"show":[110],"that":[111],"SF-Diff":[112],"able":[114],"provide":[116],"accurate":[117],"reconstructions.":[118],"conduct":[120],"comparative":[122],"analysis":[123],"two":[125],"state-of-the-art":[126],"baseline":[127],"methods,":[128],"one":[129],"relying":[130],"kernel":[132],"interpolation":[133],"other":[136],"deep":[138],"learning.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2026-04-03T22:45:19.894376","created_date":"2025-10-10T00:00:00"}
