{"id":"https://openalex.org/W3129762542","doi":"https://doi.org/10.1186/s13636-020-00194-0","title":"Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices","display_name":"Deep multiple instance learning for foreground speech localization in ambient audio from wearable devices","publication_year":2021,"publication_date":"2021-02-03","ids":{"openalex":"https://openalex.org/W3129762542","doi":"https://doi.org/10.1186/s13636-020-00194-0","mag":"3129762542","pmid":"https://pubmed.ncbi.nlm.nih.gov/33584835"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-020-00194-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00194-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00194-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00194-0","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085315115","display_name":"Rajat Hebbar","orcid":"https://orcid.org/0000-0002-0904-0573"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rajat Hebbar","raw_affiliation_strings":["Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US"],"raw_orcid":"https://orcid.org/0000-0002-0904-0573","affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046184079","display_name":"Pavlos Papadopoulos","orcid":"https://orcid.org/0000-0001-5927-6026"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pavlos Papadopoulos","raw_affiliation_strings":["Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112610380","display_name":"Ramon Reyes","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramon Reyes","raw_affiliation_strings":["Department of Psychology, University of Arizona, Tuscon, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Arizona, Tuscon, US","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061631476","display_name":"Alexander Danvers","orcid":"https://orcid.org/0000-0002-7307-9384"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander F. Danvers","raw_affiliation_strings":["Department of Psychology, University of Arizona, Tuscon, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Arizona, Tuscon, US","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011974531","display_name":"Angelina J. Polsinelli","orcid":"https://orcid.org/0000-0002-7738-9574"},"institutions":[{"id":"https://openalex.org/I4210153792","display_name":"University School","ror":"https://ror.org/05ap66461","country_code":"US","type":"education","lineage":["https://openalex.org/I4210153792"]},{"id":"https://openalex.org/I4394709130","display_name":"Indiana University School of Medicine","ror":"https://ror.org/02ets8c94","country_code":null,"type":"education","lineage":["https://openalex.org/I4394709130","https://openalex.org/I592451"]},{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Angelina J. Polsinelli","raw_affiliation_strings":["Department of Neurology, Indiana University School of Medicine, Indianapolis, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, Indiana University School of Medicine, Indianapolis, US","institution_ids":["https://openalex.org/I4210153792","https://openalex.org/I55769427","https://openalex.org/I4394709130"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005168073","display_name":"Suzanne Moseley","orcid":"https://orcid.org/0000-0002-8378-1003"},"institutions":[{"id":"https://openalex.org/I4210122781","display_name":"Minnesota Epilepsy Group","ror":"https://ror.org/02qnmmb02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210122781"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suzanne A. Moseley","raw_affiliation_strings":["Department of Psychology, MN Epilepsy Group, St. Paul, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, MN Epilepsy Group, St. Paul, US","institution_ids":["https://openalex.org/I4210122781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057299762","display_name":"David A. Sbarra","orcid":"https://orcid.org/0000-0001-6727-6552"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David A. Sbarra","raw_affiliation_strings":["Department of Psychology, University of Arizona, Tuscon, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Arizona, Tuscon, US","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023882384","display_name":"Matthias R. Mehl","orcid":"https://orcid.org/0000-0003-2698-5007"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthias R. Mehl","raw_affiliation_strings":["Department of Psychology, University of Arizona, Tuscon, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Arizona, Tuscon, US","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010028928","display_name":"Shrikanth Narayanan","orcid":"https://orcid.org/0000-0002-1052-6204"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shrikanth Narayanan","raw_affiliation_strings":["Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, US","institution_ids":["https://openalex.org/I1174212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5085315115"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":{"value":1115,"currency":"GBP","value_usd":1367},"apc_paid":{"value":1115,"currency":"GBP","value_usd":1367},"fwci":1.8523,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85419597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2021","issue":"1","first_page":"7","last_page":"7"},"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9115151166915894},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.6034592986106873},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.596940815448761},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5781325697898865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45899513363838196},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4511623978614807},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.42827099561691284},{"id":"https://openalex.org/keywords/voice-activity-detection","display_name":"Voice activity detection","score":0.4279758632183075},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4146680533885956},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3279232084751129},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.26771485805511475}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9115151166915894},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.6034592986106873},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.596940815448761},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5781325697898865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45899513363838196},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4511623978614807},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42827099561691284},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.4279758632183075},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4146680533885956},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3279232084751129},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.26771485805511475},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1186/s13636-020-00194-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00194-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00194-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},{"id":"pmid:33584835","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33584835","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP journal on audio, speech, and music processing","raw_type":null},{"id":"pmh:oai:repository.arizona.edu:10150/657096","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/657096","pdf_url":null,"source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"1","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:aaaae2a9bc924d878fddfb3f4d54da73","is_oa":true,"landing_page_url":"https://doaj.org/article/aaaae2a9bc924d878fddfb3f4d54da73","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2021, Iss 1, Pp 1-8 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7858549","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7858549","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"EURASIP J Audio Speech Music Process","raw_type":"Text"},{"id":"pmh:oai:scholarworks.indianapolis.iu.edu:1805/29057","is_oa":true,"landing_page_url":"https://hdl.handle.net/1805/29057","pdf_url":null,"source":{"id":"https://openalex.org/S4306400987","display_name":"IUScholarWorks (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"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":"PMC","raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1186/s13636-020-00194-0","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13636-020-00194-0","pdf_url":"https://asmp-eurasipjournals.springeropen.com/track/pdf/10.1186/s13636-020-00194-0","source":{"id":"https://openalex.org/S19605986","display_name":"EURASIP Journal on Audio Speech and Music Processing","issn_l":"1687-4714","issn":["1687-4714","1687-4722"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2148399424","display_name":null,"funder_award_id":"1R01HD069498","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6125212206","display_name":null,"funder_award_id":"2015-1440-Polsinelli","funder_id":"https://openalex.org/F4320312876","funder_display_name":"Mind and Life Institute"}],"funders":[{"id":"https://openalex.org/F4320312876","display_name":"Mind and Life Institute","ror":"https://ror.org/0243m8266"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3129762542.pdf","grobid_xml":"https://content.openalex.org/works/W3129762542.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W77640178","https://openalex.org/W318792885","https://openalex.org/W1972723949","https://openalex.org/W2088846517","https://openalex.org/W2125628414","https://openalex.org/W2133025798","https://openalex.org/W2133324800","https://openalex.org/W2406747591","https://openalex.org/W2604865985","https://openalex.org/W2676925568","https://openalex.org/W2795488127","https://openalex.org/W2811391847","https://openalex.org/W2889089254","https://openalex.org/W2889442725","https://openalex.org/W2936299888","https://openalex.org/W2936559592","https://openalex.org/W2945020652","https://openalex.org/W2945404821","https://openalex.org/W2963022469","https://openalex.org/W2963100687","https://openalex.org/W2963303951","https://openalex.org/W2963438834","https://openalex.org/W2963522845","https://openalex.org/W2963547958","https://openalex.org/W2981586721","https://openalex.org/W3016308662","https://openalex.org/W6606863695"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2566526749","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W4312415459"],"abstract_inverted_index":{"Over":[0],"the":[1],"recent":[2],"years,":[3],"machine":[4],"learning":[5,126],"techniques":[6],"have":[7],"been":[8,25],"employed":[9],"to":[10,28,30,52,55,62,96,128,150,177],"produce":[11],"state-of-the-art":[12],"results":[13],"in":[14,154,183],"several":[15],"audio":[16,74,107,157],"related":[17],"tasks.":[18],"The":[19],"success":[20],"of":[21,33,38,44,106,131],"these":[22,45],"approaches":[23],"has":[24],"largely":[26],"due":[27,61],"access":[29],"large":[31],"amounts":[32],"open-source":[34],"datasets":[35],"and":[36,111,117,158,162,171],"enhancement":[37],"computational":[39],"resources.":[40],"However,":[41],"a":[42,98,138],"shortcoming":[43],"methods":[46,170],"is":[47,68,114],"that":[48],"they":[49,173],"often":[50],"fail":[51],"generalize":[53],"well":[54],"tasks":[56],"from":[57,72],"real":[58],"life":[59],"scenarios,":[60],"domain":[63],"mismatch.":[64],"One":[65],"such":[66,79,132],"task":[67],"foreground":[69,93,152,198],"speech":[70,94,153,191],"detection":[71,95,193],"wearable":[73],"devices.":[75],"Several":[76],"interfering":[77],"factors":[78],"as":[80,181,195],"dynamically":[81],"varying":[82],"environmental":[83],"conditions,":[84],"including":[85],"background":[86],"speakers,":[87],"TV,":[88],"or":[89],"radio":[90],"audio,":[91],"render":[92],"be":[97,148,175],"challenging":[99],"task.":[100],"Moreover,":[101],"obtaining":[102],"precise":[103],"moment-to-moment":[104],"annotations":[105,135],"streams":[108],"for":[109,197],"analysis":[110],"model":[112],"training":[113],"also":[115,166],"time-consuming":[116],"costly.":[118],"In":[119],"this":[120],"work,":[121],"we":[122,187],"use":[123],"multiple":[124],"instance":[125],"(MIL)":[127],"facilitate":[129],"development":[130],"models":[133],"using":[134,190],"available":[136],"at":[137],"lower":[139],"time-resolution":[140],"(coarsely":[141],"labeled).":[142],"We":[143,165],"show":[144,159,188],"how":[145,172],"MIL":[146],"can":[147,174],"applied":[149],"localize":[151],"coarsely":[155],"labeled":[156],"both":[160],"bag-level":[161],"instance-level":[163],"results.":[164],"study":[167],"different":[168],"pooling":[169],"adapted":[176],"densely":[178],"distributed":[179],"events":[180],"observed":[182],"our":[184],"application.":[185],"Finally,":[186],"improvements":[189],"activity":[192],"embeddings":[194],"features":[196],"detection.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}