{"id":"https://openalex.org/W4206376330","doi":"https://doi.org/10.23919/eusipco54536.2021.9615948","title":"Audio Summarization for Podcasts","display_name":"Audio Summarization for Podcasts","publication_year":2021,"publication_date":"2021-08-23","ids":{"openalex":"https://openalex.org/W4206376330","doi":"https://doi.org/10.23919/eusipco54536.2021.9615948"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco54536.2021.9615948","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9615948","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","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":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076157266","display_name":"Aneesh Vartakavi","orcid":"https://orcid.org/0000-0001-8088-5782"},"institutions":[{"id":"https://openalex.org/I169912796","display_name":"Grace (United States)","ror":"https://ror.org/03k4vk194","country_code":"US","type":"company","lineage":["https://openalex.org/I169912796"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aneesh Vartakavi","raw_affiliation_strings":["Gracenote, Emeryville, CA, USA"],"affiliations":[{"raw_affiliation_string":"Gracenote, Emeryville, CA, USA","institution_ids":["https://openalex.org/I169912796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000446951","display_name":"Amanmeet Garg","orcid":null},"institutions":[{"id":"https://openalex.org/I169912796","display_name":"Grace (United States)","ror":"https://ror.org/03k4vk194","country_code":"US","type":"company","lineage":["https://openalex.org/I169912796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amanmeet Garg","raw_affiliation_strings":["Gracenote, Emeryville, CA, USA"],"affiliations":[{"raw_affiliation_string":"Gracenote, Emeryville, CA, USA","institution_ids":["https://openalex.org/I169912796"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033878656","display_name":"Zafar Rafii","orcid":"https://orcid.org/0000-0003-1889-5175"},"institutions":[{"id":"https://openalex.org/I169912796","display_name":"Grace (United States)","ror":"https://ror.org/03k4vk194","country_code":"US","type":"company","lineage":["https://openalex.org/I169912796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zafar Rafii","raw_affiliation_strings":["Gracenote, Emeryville, CA, USA"],"affiliations":[{"raw_affiliation_string":"Gracenote, Emeryville, CA, USA","institution_ids":["https://openalex.org/I169912796"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076157266"],"corresponding_institution_ids":["https://openalex.org/I169912796"],"apc_list":null,"apc_paid":null,"fwci":2.7526,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.95768972,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"431","last_page":"435"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9804999828338623,"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":0.9804999828338623,"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/T13321","display_name":"Radio, Podcasts, and Digital Media","score":0.9514999985694885,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9484999775886536,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9683597087860107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.864794135093689},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.517085075378418},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49837565422058105},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4978601932525635},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.49514642357826233},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4923208951950073},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4506884813308716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3675466775894165}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9683597087860107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.864794135093689},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.517085075378418},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49837565422058105},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4978601932525635},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.49514642357826233},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4923208951950073},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4506884813308716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3675466775894165},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco54536.2021.9615948","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco54536.2021.9615948","pdf_url":null,"source":{"id":"https://openalex.org/S4363607854","display_name":"2021 29th European Signal Processing Conference (EUSIPCO)","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":"2021 29th European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W30990998","https://openalex.org/W2152789372","https://openalex.org/W2154652894","https://openalex.org/W2732994307","https://openalex.org/W2888556271","https://openalex.org/W2896457183","https://openalex.org/W2939558422","https://openalex.org/W2949615363","https://openalex.org/W2952138241","https://openalex.org/W2962762898","https://openalex.org/W2968831808","https://openalex.org/W2970419734","https://openalex.org/W3015870721","https://openalex.org/W3035050380","https://openalex.org/W3044575351","https://openalex.org/W3081205862","https://openalex.org/W3098103528","https://openalex.org/W4297809440","https://openalex.org/W6632455782","https://openalex.org/W6682631176","https://openalex.org/W6755207826","https://openalex.org/W6761447849","https://openalex.org/W6782215390","https://openalex.org/W6783840817","https://openalex.org/W6785304873"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4323520239","https://openalex.org/W4317547544","https://openalex.org/W4313395829"],"abstract_inverted_index":{"We":[0,114],"propose":[1],"a":[2,27,54,80,90],"novel":[3],"system":[4,21,101],"to":[5,14,95],"automatically":[6],"generate":[7],"audio":[8,25,46,69,120],"summaries":[9,75,121],"for":[10,59,76,111],"podcasts,":[11],"allowing":[12],"listeners":[13],"quickly":[15],"preview":[16],"podcast":[17,28,98,112,119],"episodes.":[18],"The":[19],"proposed":[20],"first":[22],"transcribes":[23],"the":[24,36,45,49,68],"from":[26,70],"using":[29,38,79],"automatic":[30],"speech":[31],"recognition":[32],"(ASR),":[33],"then":[34],"summarizes":[35],"transcript":[37],"extractive":[39],"text":[40,50,86],"summarization,":[41],"and":[42,73],"finally":[43],"returns":[44],"associated":[47],"with":[48],"summary.":[51],"Motivated":[52],"by":[53,66],"lack":[55],"of":[56,105,118],"relevant":[57],"datasets":[58],"this":[60],"task,":[61],"we":[62,88],"created":[63],"our":[64],"own":[65],"transcribing":[67],"various":[71],"podcasts":[72],"generating":[74],"these":[77,85],"transcripts":[78],"manual":[81],"annotation":[82],"tool.":[83],"Using":[84],"summaries,":[87],"fine-tuned":[89],"recent":[91],"Transformer-based":[92],"summarization":[93],"model":[94],"specifically":[96],"handle":[97],"summaries.":[99],"Our":[100],"achieves":[102],"ROUGE-(1/2/L)":[103],"F-scores":[104],"0.63/0.53/0.63,":[106],"respectively,":[107],"showing":[108],"good":[109],"performance":[110],"summarization.":[113],"present":[115],"some":[116],"examples":[117],"here:":[122],"https://github.com/aneeshvartakavi/podsumm.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
