{"id":"https://openalex.org/W4398219910","doi":"https://doi.org/10.1186/s13636-024-00350-w","title":"Towards multidimensional attentive voice tracking\u2014estimating voice state from auditory glimpses with regression neural networks and Monte Carlo sampling","display_name":"Towards multidimensional attentive voice tracking\u2014estimating voice state from auditory glimpses with regression neural networks and Monte Carlo sampling","publication_year":2024,"publication_date":"2024-05-22","ids":{"openalex":"https://openalex.org/W4398219910","doi":"https://doi.org/10.1186/s13636-024-00350-w"},"language":"en","primary_location":{"id":"doi:10.1186/s13636-024-00350-w","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13636-024-00350-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13636-024-00350-w.pdf","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"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s13636-024-00350-w.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088054835","display_name":"Joanna Luberadzka","orcid":null},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Joanna Luberadzka","raw_affiliation_strings":["Carl von Ossietzky Universitat, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky Universitat, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050320681","display_name":"Hendrik Kayser","orcid":"https://orcid.org/0000-0001-8200-992X"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hendrik Kayser","raw_affiliation_strings":["Carl von Ossietzky Universitat, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky Universitat, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022342273","display_name":"J\u00f6rg L\u00fccke","orcid":"https://orcid.org/0000-0001-9921-2529"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg L\u00fccke","raw_affiliation_strings":["Carl von Ossietzky Universitat, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky Universitat, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002002386","display_name":"Volker Hohmann","orcid":"https://orcid.org/0000-0001-7056-1880"},"institutions":[{"id":"https://openalex.org/I129877168","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91","country_code":"DE","type":"education","lineage":["https://openalex.org/I129877168"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Hohmann","raw_affiliation_strings":["Carl von Ossietzky Universitat, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carl von Ossietzky Universitat, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5088054835"],"corresponding_institution_ids":["https://openalex.org/I129877168"],"apc_list":{"value":1635,"currency":"USD","value_usd":1635},"apc_paid":{"value":1635,"currency":"USD","value_usd":1635},"fwci":0.215,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42605309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2024","issue":"1","first_page":null,"last_page":null},"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9973000288009644,"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"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6421265602111816},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.613703727722168},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5865515470504761},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5656507015228271},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.521914005279541},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5139681696891785},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.46099853515625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35738134384155273},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28129783272743225},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27584847807884216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16266018152236938},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07167163491249084}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6421265602111816},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.613703727722168},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5865515470504761},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5656507015228271},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.521914005279541},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5139681696891785},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.46099853515625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35738134384155273},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28129783272743225},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27584847807884216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16266018152236938},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07167163491249084},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13636-024-00350-w","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13636-024-00350-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13636-024-00350-w.pdf","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":"pmh:oai:doaj.org/article:f43f055d4c874205840a1305dd583f87","is_oa":false,"landing_page_url":"https://doaj.org/article/f43f055d4c874205840a1305dd583f87","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EURASIP Journal on Audio, Speech, and Music Processing, Vol 2024, Iss 1, Pp 1-18 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13636-024-00350-w","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1186/s13636-024-00350-w","pdf_url":"https://link.springer.com/content/pdf/10.1186/s13636-024-00350-w.pdf","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":[{"score":0.5299999713897705,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1091684095","display_name":null,"funder_award_id":"Hearing4all","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1659946469","display_name":null,"funder_award_id":"1077/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2491333625","display_name":null,"funder_award_id":"EXC 1077/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G320724996","display_name":null,"funder_award_id":"352015383, SFB 1330","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3825870578","display_name":"SFB 1330: H\u00f6rakustik: Perzeptive Prinzipien, Algorithmen und Anwendungen","funder_award_id":"352015383","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7821612097","display_name":null,"funder_award_id":"SFB 1330","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320319088","display_name":"Carl von Ossietzky Universit\u00e4t Oldenburg","ror":"https://ror.org/033n9gh91"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398219910.pdf","grobid_xml":"https://content.openalex.org/works/W4398219910.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1690665849","https://openalex.org/W1981276685","https://openalex.org/W1999885698","https://openalex.org/W2055244139","https://openalex.org/W2057889776","https://openalex.org/W2068237456","https://openalex.org/W2075076415","https://openalex.org/W2075774708","https://openalex.org/W2079961431","https://openalex.org/W2127531110","https://openalex.org/W2134166379","https://openalex.org/W2149723649","https://openalex.org/W2160337655","https://openalex.org/W2226020454","https://openalex.org/W2295803031","https://openalex.org/W2408049710","https://openalex.org/W2623647742","https://openalex.org/W2805802948","https://openalex.org/W2962987735","https://openalex.org/W3022643593","https://openalex.org/W3035623224","https://openalex.org/W3132782787","https://openalex.org/W3138548366","https://openalex.org/W4210381071","https://openalex.org/W4226070978"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889"],"abstract_inverted_index":{"Abstract":[0],"Selective":[1],"attention":[2],"is":[3,33,50,74],"a":[4,40,54,145],"crucial":[5,99],"ability":[6],"of":[7,72,101,131,138,147,171],"the":[8,36,44,47,60,63,70,82,98,132,136,162,172],"auditory":[9,14,42,83,111,133,173],"system.":[10],"Computationally,":[11],"following":[12],"an":[13],"object":[15,49,71],"can":[16],"be":[17],"illustrated":[18],"as":[19,144],"tracking":[20],"its":[21],"acoustic":[22,88],"properties,":[23],"e.g.,":[24],"pitch,":[25],"timbre,":[26],"or":[27],"location":[28],"in":[29,39,53,104,108,135],"space.":[30],"The":[31,57],"difficulty":[32],"related":[34],"to":[35],"fact":[37],"that":[38,161],"complex":[41],"scene,":[43],"information":[45],"about":[46],"tracked":[48],"not":[51],"available":[52],"clean":[55],"form.":[56],"more":[58,64],"cluttered":[59],"sound":[61,78],"mixture,":[62],"time":[65],"and":[66,86,113,123,153,157],"frequency":[67,151],"regions":[68],"where":[69],"interest":[73],"masked":[75],"by":[76],"other":[77],"sources.":[79],"How":[80],"does":[81],"system":[84],"recognize":[85],"follow":[87],"objects":[89],"based":[90],"on":[91],"this":[92,105],"fragmentary":[93],"information?":[94],"Numerous":[95],"studies":[96],"highlight":[97],"role":[100],"top-down":[102,125,165],"processing":[103,115,126,166],"task.":[106],"Having":[107],"mind":[109],"both":[110],"modeling":[112],"signal":[114],"applications,":[116],"we":[117],"investigated":[118],"how":[119],"computational":[120],"methods":[121],"with":[122,128,168],"without":[124],"deal":[127],"increasing":[129,169],"sparsity":[130],"features":[134],"task":[137],"estimating":[139],"instantaneous":[140],"voice":[141],"states,":[142],"defined":[143],"combination":[146],"three":[148],"parameters:":[149],"fundamental":[150],"F0":[152],"formant":[154],"frequencies":[155],"F1":[156],"F2.":[158],"We":[159],"found":[160],"benefit":[163],"from":[164],"grows":[167],"sparseness":[170],"data.":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}