{"id":"https://openalex.org/W4390489643","doi":"https://doi.org/10.48550/arxiv.2312.17343","title":"AQUALLM: Audio Question Answering Data Generation Using Large Language Models","display_name":"AQUALLM: Audio Question Answering Data Generation Using Large Language Models","publication_year":2023,"publication_date":"2023-12-28","ids":{"openalex":"https://openalex.org/W4390489643","doi":"https://doi.org/10.48550/arxiv.2312.17343"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2312.17343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.17343","pdf_url":"https://arxiv.org/pdf/2312.17343","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2312.17343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014658425","display_name":"Swarup Ranjan Behera","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Behera, Swarup Ranjan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093633479","display_name":"Krishna Mohan Injeti","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Injeti, Krishna Mohan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003367648","display_name":"Jaya Sai Kiran Patibandla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patibandla, Jaya Sai Kiran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029545056","display_name":"Praveen Kumar Pokala","orcid":"https://orcid.org/0000-0001-5513-5891"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pokala, Praveen Kumar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5014289235","display_name":"Balakrishna Reddy Pailla","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pailla, Balakrishna Reddy","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":true,"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/T11309","display_name":"Music and Audio Processing","score":0.996399998664856,"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/T11309","display_name":"Music and Audio Processing","score":0.996399998664856,"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":0.9962999820709229,"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"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9911999702453613,"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":0.7805640697479248},{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.6927481293678284},{"id":"https://openalex.org/keywords/expansive","display_name":"Expansive","score":0.6212761402130127},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6123259663581848},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5972402095794678},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5798091292381287},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5572041869163513},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4984891414642334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48072341084480286},{"id":"https://openalex.org/keywords/question-answering","display_name":"Question answering","score":0.4728532135486603},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.46470776200294495},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4514372646808624},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4216788113117218},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3887476623058319},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07123497128486633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805640697479248},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.6927481293678284},{"id":"https://openalex.org/C2780502288","wikidata":"https://www.wikidata.org/wiki/Q28838156","display_name":"Expansive","level":3,"score":0.6212761402130127},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6123259663581848},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5972402095794678},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5798091292381287},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5572041869163513},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4984891414642334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48072341084480286},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.4728532135486603},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.46470776200294495},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4514372646808624},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4216788113117218},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3887476623058319},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07123497128486633},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2312.17343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.17343","pdf_url":"https://arxiv.org/pdf/2312.17343","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2312.17343","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2312.17343","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2312.17343","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2312.17343","pdf_url":"https://arxiv.org/pdf/2312.17343","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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390489643.pdf","grobid_xml":"https://content.openalex.org/works/W4390489643.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4221137795","https://openalex.org/W3162394545","https://openalex.org/W3157284875","https://openalex.org/W2259406085","https://openalex.org/W2099715052","https://openalex.org/W2147241511","https://openalex.org/W4226247999","https://openalex.org/W4213176082","https://openalex.org/W2187398150","https://openalex.org/W3209772662"],"abstract_inverted_index":{"Audio":[0],"Question":[1],"Answering":[2],"(AQA)":[3],"constitutes":[4],"a":[5,90],"pivotal":[6],"task":[7,71],"in":[8],"which":[9,101],"machines":[10],"analyze":[11],"both":[12],"audio":[13],"signals":[14],"and":[15,31,56,65,114,129,177],"natural":[16,22],"language":[17,23],"questions":[18],"to":[19,118,137,154,169],"produce":[20],"precise":[21],"answers.":[24],"The":[25],"significance":[26],"of":[27,43,62,140],"possessing":[28],"high-quality,":[29,63],"diverse,":[30,64],"extensive":[32,66,128],"AQA":[33,45,58,92,122,141,143,174],"datasets":[34,67,132,149,163,178],"cannot":[35],"be":[36,180],"overstated":[37],"when":[38,167],"aiming":[39],"for":[40,68,133],"the":[41,60,69,98,138,147,155],"precision":[42],"an":[44],"system.":[46],"While":[47],"there":[48],"has":[49,74],"been":[50],"notable":[51],"focus":[52],"on":[53,103,146,161,182],"developing":[54],"accurate":[55],"efficient":[57],"models,":[59],"creation":[61],"specific":[70],"at":[72],"hand":[73],"not":[75],"garnered":[76],"considerable":[77],"attention.":[78],"To":[79],"address":[80],"this":[81,83],"challenge,":[82],"work":[84],"makes":[85],"several":[86],"contributions.":[87],"We":[88],"introduce":[89],"scalable":[91],"data":[93],"generation":[94],"pipeline,":[95],"denoted":[96],"as":[97],"AQUALLM":[99],"framework,":[100],"relies":[102],"Large":[104],"Language":[105],"Models":[106],"(LLMs).":[107],"This":[108],"framework":[109],"utilizes":[110],"existing":[111,156],"audio-caption":[112],"annotations":[113],"incorporates":[115],"state-of-the-art":[116],"LLMs":[117],"generate":[119],"expansive,":[120],"high-quality":[121,130],"datasets.":[123],"Additionally,":[124],"we":[125],"present":[126],"three":[127],"benchmark":[131],"AQA,":[134],"contributing":[135],"significantly":[136],"progression":[139],"research.":[142],"models":[144,159,170],"trained":[145,160,171],"proposed":[148],"set":[150],"superior":[151],"benchmarks":[152],"compared":[153,168],"state-of-the-art.":[157],"Moreover,":[158],"our":[162],"demonstrate":[164],"enhanced":[165],"generalizability":[166],"using":[172],"human-annotated":[173],"data.":[175],"Code":[176],"will":[179],"accessible":[181],"GitHub~\\footnote{\\url{https://github.com/swarupbehera/AQUALLM}}.":[183]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2024-01-02T00:00:00"}