{"id":"https://openalex.org/W4224314935","doi":"https://doi.org/10.1145/3528233.3530731","title":"GWA: A Large High-Quality Acoustic Dataset for Audio Processing","display_name":"GWA: A Large High-Quality Acoustic Dataset for Audio Processing","publication_year":2022,"publication_date":"2022-07-20","ids":{"openalex":"https://openalex.org/W4224314935","doi":"https://doi.org/10.1145/3528233.3530731"},"language":"en","primary_location":{"id":"doi:10.1145/3528233.3530731","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528233.3530731","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2204.01787","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022780959","display_name":"Zhenyu Tang","orcid":"https://orcid.org/0000-0001-5544-9727"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Zhenyu Tang","raw_affiliation_strings":["University of Maryland, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Maryland, United States of America","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060415215","display_name":"Rohith Aralikatti","orcid":"https://orcid.org/0000-0002-6857-6896"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rohith Aralikatti","raw_affiliation_strings":["University of Maryland, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Maryland, United States of America","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023849250","display_name":"Anton Jeran Ratnarajah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anton Jeran Ratnarajah","raw_affiliation_strings":["University of Maryland, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Maryland, United States of America","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004194238","display_name":"Dinesh Manocha","orcid":"https://orcid.org/0000-0001-7047-9801"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dinesh Manocha","raw_affiliation_strings":["University of Maryland, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Maryland, United States of America","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022780959"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.382,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.88522131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T11309","display_name":"Music and Audio Processing","score":0.9997000098228455,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7862561941146851},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.6095752120018005},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5244279503822327},{"id":"https://openalex.org/keywords/acoustic-model","display_name":"Acoustic model","score":0.4745391607284546},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.46988844871520996},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.43794673681259155},{"id":"https://openalex.org/keywords/impulse","display_name":"Impulse (physics)","score":0.4235900640487671},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3426784873008728},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.33662405610084534},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.14231467247009277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7862561941146851},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.6095752120018005},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5244279503822327},{"id":"https://openalex.org/C155635449","wikidata":"https://www.wikidata.org/wiki/Q4674699","display_name":"Acoustic model","level":3,"score":0.4745391607284546},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.46988844871520996},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.43794673681259155},{"id":"https://openalex.org/C70836080","wikidata":"https://www.wikidata.org/wiki/Q837940","display_name":"Impulse (physics)","level":2,"score":0.4235900640487671},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3426784873008728},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.33662405610084534},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.14231467247009277},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3528233.3530731","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3528233.3530731","pdf_url":null,"source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Special Interest Group on Computer Graphics and Interactive Techniques Conference Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2204.01787","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.01787","pdf_url":"https://arxiv.org/pdf/2204.01787","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2204.01787","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2204.01787","pdf_url":"https://arxiv.org/pdf/2204.01787","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.550000011920929,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G8724062371","display_name":null,"funder_award_id":"1910940","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G875735772","display_name":null,"funder_award_id":"W911NF1810313, W911NF2110026","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W173255768","https://openalex.org/W221167502","https://openalex.org/W1494198834","https://openalex.org/W1512774503","https://openalex.org/W1524333225","https://openalex.org/W1525353496","https://openalex.org/W1957167950","https://openalex.org/W1968802084","https://openalex.org/W1996304098","https://openalex.org/W2012579141","https://openalex.org/W2024326320","https://openalex.org/W2042049770","https://openalex.org/W2070215586","https://openalex.org/W2101038365","https://openalex.org/W2125114513","https://openalex.org/W2125336414","https://openalex.org/W2144313611","https://openalex.org/W2150269048","https://openalex.org/W2175136512","https://openalex.org/W2480074909","https://openalex.org/W2535255545","https://openalex.org/W2542193101","https://openalex.org/W2586821239","https://openalex.org/W2696967604","https://openalex.org/W2752134738","https://openalex.org/W2800288142","https://openalex.org/W2809920795","https://openalex.org/W2901243971","https://openalex.org/W2918848657","https://openalex.org/W2942535661","https://openalex.org/W2943390615","https://openalex.org/W2960533729","https://openalex.org/W2963040451","https://openalex.org/W2963081548","https://openalex.org/W2963640720","https://openalex.org/W2963807156","https://openalex.org/W2964058413","https://openalex.org/W2964345931","https://openalex.org/W2969676243","https://openalex.org/W2970641574","https://openalex.org/W2972802841","https://openalex.org/W2973133192","https://openalex.org/W2982456909","https://openalex.org/W2986479369","https://openalex.org/W3011718307","https://openalex.org/W3013948693","https://openalex.org/W3015199127","https://openalex.org/W3015518915","https://openalex.org/W3026094182","https://openalex.org/W3027008958","https://openalex.org/W3092676848","https://openalex.org/W3092796334","https://openalex.org/W3095717210","https://openalex.org/W3095913803","https://openalex.org/W3097906045","https://openalex.org/W3099378280","https://openalex.org/W3099631427","https://openalex.org/W3100732527","https://openalex.org/W3108332675","https://openalex.org/W3108655859","https://openalex.org/W3122808968","https://openalex.org/W3146186587","https://openalex.org/W3163331630","https://openalex.org/W3176093030","https://openalex.org/W3182322695","https://openalex.org/W3197097128","https://openalex.org/W3198454118","https://openalex.org/W3217317857","https://openalex.org/W4210439360","https://openalex.org/W4214625308","https://openalex.org/W4214681287","https://openalex.org/W4231225162","https://openalex.org/W4236965008","https://openalex.org/W4287632494","https://openalex.org/W4297696952","https://openalex.org/W4394658063","https://openalex.org/W6631362777","https://openalex.org/W6678809451"],"related_works":["https://openalex.org/W1557607869","https://openalex.org/W2366350639","https://openalex.org/W2992378684","https://openalex.org/W2964829415","https://openalex.org/W642007152","https://openalex.org/W2122233706","https://openalex.org/W2105439218","https://openalex.org/W3143423642","https://openalex.org/W2131711534","https://openalex.org/W2341426843"],"abstract_inverted_index":{"We":[0,48,68,93],"present":[1,50],"the":[2,95,113,135],"Geometric-Wave":[3],"Acoustic":[4],"(GWA)":[5],"dataset,":[6],"a":[7,51,64,88],"large-scale":[8],"audio":[9,118],"dataset":[10,29,133],"of":[11,98,115],"about":[12],"2":[13],"million":[14],"synthetic":[15],"room":[16],"impulse":[17,71],"responses":[18,72],"(IRs)":[19],"and":[20,25,38,77,129,147],"their":[21],"corresponding":[22,73],"detailed":[23],"geometric":[24,84],"simulation":[26],"configurations.":[27],"Our":[28],"samples":[30],"acoustic":[31,54,85,141],"environments":[32],"from":[33,106],"over":[34],"6.8K":[35],"high-quality":[36,70],"diverse":[37],"professionally":[39],"designed":[40],"houses":[41],"represented":[42],"as":[43,123],"semantically":[44],"labeled":[45],"3D":[46],"meshes.":[47],"also":[49],"novel":[52],"real-world":[53,108],"materials":[55],"assignment":[56],"scheme":[57],"based":[58],"on":[59,117],"semantic":[60],"matching":[61],"that":[62],"uses":[63],"sentence":[65],"transformer":[66],"model.":[67],"compute":[69],"to":[74],"accurate":[75,139],"low-frequency":[76],"high-frequency":[78],"wave":[79,91,140],"effects":[80],"by":[81,101],"automatically":[82],"calibrating":[83],"ray-tracing":[86],"with":[87,103,138],"finite-difference":[89],"time-domain":[90],"solver.":[92],"demonstrate":[94],"higher":[96],"accuracy":[97],"our":[99],"IRs":[100,105],"comparing":[102],"recorded":[104],"complex":[107,144],"environments.":[109],"Moreover,":[110],"we":[111],"highlight":[112],"benefits":[114],"GWA":[116],"deep":[119],"learning":[120],"tasks":[121],"such":[122],"automated":[124],"speech":[125,127,130],"recognition,":[126],"enhancement,":[128],"separation.":[131],"This":[132],"is":[134],"first":[136],"data":[137,148],"simulations":[142],"in":[143],"scenes.":[145],"Codes":[146],"are":[149],"available":[150],"at":[151],"https://gamma.umd.edu/pro/sound/gwa.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}