{"id":"https://openalex.org/W2954380638","doi":"https://doi.org/10.21437/interspeech.2019-2340","title":"Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia","display_name":"Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia","publication_year":2019,"publication_date":"2019-09-13","ids":{"openalex":"https://openalex.org/W2954380638","doi":"https://doi.org/10.21437/interspeech.2019-2340","mag":"2954380638"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2019-2340","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1906.10199","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084997764","display_name":"Charles C. Onu","orcid":"https://orcid.org/0000-0001-7034-7112"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Charles C. Onu","raw_affiliation_strings":["McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075108760","display_name":"Jonathan Lebensold","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jonathan Lebensold","raw_affiliation_strings":["McGill University, Montreal, Canada"],"affiliations":[{"raw_affiliation_string":"McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004542284","display_name":"William L. Hamilton","orcid":"https://orcid.org/0000-0002-3330-353X"},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William L. Hamilton","raw_affiliation_strings":["Stanford University, Stanford, United States"],"affiliations":[{"raw_affiliation_string":"Stanford University, Stanford, United States","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065836447","display_name":"Doina Precup","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Doina Precup","raw_affiliation_strings":["McGill University"],"affiliations":[{"raw_affiliation_string":"McGill University","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5084997764"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":0.8373,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7926249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3053","last_page":"3057"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T13289","display_name":"Infant Health and Development","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/3611","display_name":"Pharmacy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9900000095367432,"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":0.9818000197410583,"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/transfer-of-learning","display_name":"Transfer of learning","score":0.6882628202438354},{"id":"https://openalex.org/keywords/asphyxia","display_name":"Asphyxia","score":0.6127935647964478},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5304844975471497},{"id":"https://openalex.org/keywords/perinatal-asphyxia","display_name":"Perinatal asphyxia","score":0.5260907411575317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5137787461280823},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.48134979605674744},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4597947299480438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4451592266559601},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41690075397491455},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3783704936504364},{"id":"https://openalex.org/keywords/audiology","display_name":"Audiology","score":0.36016878485679626},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.34902358055114746},{"id":"https://openalex.org/keywords/pediatrics","display_name":"Pediatrics","score":0.22387194633483887},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10013368725776672}],"concepts":[{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6882628202438354},{"id":"https://openalex.org/C2779914510","wikidata":"https://www.wikidata.org/wiki/Q193840","display_name":"Asphyxia","level":2,"score":0.6127935647964478},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5304844975471497},{"id":"https://openalex.org/C2780164069","wikidata":"https://www.wikidata.org/wiki/Q2694437","display_name":"Perinatal asphyxia","level":3,"score":0.5260907411575317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5137787461280823},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.48134979605674744},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4597947299480438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4451592266559601},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41690075397491455},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3783704936504364},{"id":"https://openalex.org/C548259974","wikidata":"https://www.wikidata.org/wiki/Q569965","display_name":"Audiology","level":1,"score":0.36016878485679626},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.34902358055114746},{"id":"https://openalex.org/C187212893","wikidata":"https://www.wikidata.org/wiki/Q123028","display_name":"Pediatrics","level":1,"score":0.22387194633483887},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10013368725776672},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.21437/interspeech.2019-2340","is_oa":false,"landing_page_url":"https://doi.org/10.21437/interspeech.2019-2340","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2019","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1906.10199","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.10199","pdf_url":"https://arxiv.org/pdf/1906.10199","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":"","raw_type":"text"},{"id":"mag:2954380638","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1906.10199","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1906.10199","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1906.10199","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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1906.10199","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1906.10199","pdf_url":"https://arxiv.org/pdf/1906.10199","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":"","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2954380638.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W283043951","https://openalex.org/W1501287460","https://openalex.org/W1533861849","https://openalex.org/W1677182931","https://openalex.org/W1980270417","https://openalex.org/W2016053056","https://openalex.org/W2016997759","https://openalex.org/W2086598124","https://openalex.org/W2110798204","https://openalex.org/W2137300673","https://openalex.org/W2138857742","https://openalex.org/W2149933564","https://openalex.org/W2161381512","https://openalex.org/W2188423440","https://openalex.org/W2194775991","https://openalex.org/W2295582178","https://openalex.org/W2308045930","https://openalex.org/W2516764878","https://openalex.org/W2527729766","https://openalex.org/W2797583228","https://openalex.org/W2798812533","https://openalex.org/W2963192573","https://openalex.org/W2964187693","https://openalex.org/W3023058184"],"related_works":["https://openalex.org/W2972459675","https://openalex.org/W1501287460","https://openalex.org/W2969493242","https://openalex.org/W2953361489","https://openalex.org/W2965982242","https://openalex.org/W2141939314","https://openalex.org/W3176635454","https://openalex.org/W2972164711","https://openalex.org/W2912464718","https://openalex.org/W2946927056","https://openalex.org/W2950563404","https://openalex.org/W3017483137","https://openalex.org/W3199147158","https://openalex.org/W2896110118","https://openalex.org/W3130868966","https://openalex.org/W2999204501","https://openalex.org/W3131712583","https://openalex.org/W2087477166","https://openalex.org/W2885492729","https://openalex.org/W2400504751"],"abstract_inverted_index":{"Despite":[0],"continuing":[1],"medical":[2],"advances,":[3],"the":[4,41,54,95],"rate":[5],"of":[6,23,33,43,56,60,108,131],"newborn":[7],"morbidity":[8],"and":[9,51,79,105,129,141],"mortality":[10],"globally":[11],"remains":[12],"high,":[13],"with":[14],"over":[15],"6":[16],"million":[17],"casualties":[18],"every":[19],"year.":[20],"The":[21],"prediction":[22],"pathologies":[24],"affecting":[25],"newborns":[26],"based":[27,48,119],"on":[28,49,65,111,120],"their":[29],"cry":[30],"is":[31],"thus":[32],"significant":[34],"clinical":[35],"interest,":[36],"as":[37,133,135],"it":[38],"would":[39],"facilitate":[40],"development":[42],"accessible,":[44],"low-cost":[45],"diagnostic":[46],"tools\\cut{":[47],"wearables":[50],"smartphones}.":[52],"However,":[53],"inadequacy":[55],"clinically":[57],"annotated":[58],"datasets":[59],"infant":[61,112],"cries":[62],"limits":[63],"progress":[64],"this":[66],"task.":[67],"This":[68],"study":[69],"explores":[70],"a":[71],"neural":[72],"transfer":[73,123],"learning":[74],"approach":[75],"to":[76,126,136],"developing":[77],"accurate":[78],"robust":[80],"models":[81,109,118],"for":[82],"identifying":[83],"infants":[84],"that":[85,97,117],"have":[86],"suffered":[87],"from":[88,100],"perinatal":[89],"asphyxia.":[90],"In":[91],"particular,":[92],"we":[93],"explore":[94],"hypothesis":[96],"representations":[98],"learned":[99],"adult":[101],"speech":[102],"could":[103],"inform":[104],"improve":[106],"performance":[107],"developed":[110],"speech.":[113],"Our":[114],"experiments":[115],"show":[116],"such":[121],"representation":[122],"are":[124],"resilient":[125],"different":[127],"types":[128],"degrees":[130],"noise,":[132],"well":[134],"signal":[137],"loss":[138],"in":[139],"time":[140],"frequency":[142],"domains.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
