{"id":"https://openalex.org/W4312768311","doi":"https://doi.org/10.1109/iwaenc53105.2022.9914718","title":"Analysis of Impact of Emotions on Target Speech Extraction and Speech Separation","display_name":"Analysis of Impact of Emotions on Target Speech Extraction and Speech Separation","publication_year":2022,"publication_date":"2022-09-05","ids":{"openalex":"https://openalex.org/W4312768311","doi":"https://doi.org/10.1109/iwaenc53105.2022.9914718"},"language":"en","primary_location":{"id":"doi:10.1109/iwaenc53105.2022.9914718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc53105.2022.9914718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Workshop on Acoustic Signal Enhancement (IWAENC)","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/A5056231232","display_name":"J\u00e1n \u0160vec","orcid":null},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Svec","raw_affiliation_strings":["Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","Faculty of IT, IT4I Centre of Excellence, Brno University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Faculty of IT, IT4I Centre of Excellence, Brno University of Technology","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067790073","display_name":"Kate\u0159ina \u017dmol\u00edkov\u00e1","orcid":"https://orcid.org/0000-0003-4438-8580"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Katerina Zmolikova","raw_affiliation_strings":["Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","Faculty of IT, IT4I Centre of Excellence, Brno University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Faculty of IT, IT4I Centre of Excellence, Brno University of Technology","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031960713","display_name":"Martin Kocour","orcid":"https://orcid.org/0000-0003-4924-5124"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Martin Kocour","raw_affiliation_strings":["Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","Faculty of IT, IT4I Centre of Excellence, Brno University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Faculty of IT, IT4I Centre of Excellence, Brno University of Technology","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023868166","display_name":"Marc Delcroix","orcid":"https://orcid.org/0000-0002-5175-7834"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Marc Delcroix","raw_affiliation_strings":["NTT Corporation,Japan","NTT Corporation, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Corporation,Japan","institution_ids":["https://openalex.org/I2251713219"]},{"raw_affiliation_string":"NTT Corporation, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070624983","display_name":"Tsubasa Ochiai","orcid":"https://orcid.org/0000-0002-2519-2032"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tsubasa Ochiai","raw_affiliation_strings":["NTT Corporation,Japan","NTT Corporation, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NTT Corporation,Japan","institution_ids":["https://openalex.org/I2251713219"]},{"raw_affiliation_string":"NTT Corporation, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055201620","display_name":"Ladislav Mo\u0161ner","orcid":"https://orcid.org/0000-0001-8175-2244"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ladislav Mosner","raw_affiliation_strings":["Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","Faculty of IT, IT4I Centre of Excellence, Brno University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Faculty of IT, IT4I Centre of Excellence, Brno University of Technology","institution_ids":["https://openalex.org/I60587646"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045539248","display_name":"Ja\u0148 \u010cernock\u00fd","orcid":"https://orcid.org/0000-0002-8800-0210"},"institutions":[{"id":"https://openalex.org/I60587646","display_name":"Brno University of Technology","ror":"https://ror.org/03613d656","country_code":"CZ","type":"education","lineage":["https://openalex.org/I60587646"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jan Honza Cernocky","raw_affiliation_strings":["Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","Faculty of IT, IT4I Centre of Excellence, Brno University of Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brno University of Technology,Faculty of IT, IT4I Centre of Excellence","institution_ids":["https://openalex.org/I60587646"]},{"raw_affiliation_string":"Faculty of IT, IT4I Centre of Excellence, Brno University of Technology","institution_ids":["https://openalex.org/I60587646"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4459,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60333472,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9976000189781189,"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":0.9976000189781189,"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":0.9947999715805054,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9287999868392944,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7327819466590881},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7223141193389893},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7040345668792725},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.45724865794181824},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42440104484558105}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7327819466590881},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7223141193389893},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7040345668792725},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.45724865794181824},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42440104484558105},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwaenc53105.2022.9914718","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc53105.2022.9914718","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Workshop on Acoustic Signal Enhancement (IWAENC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[{"id":"https://openalex.org/F4320317992","display_name":"Experiment","ror":null},{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W143173166","https://openalex.org/W1494198834","https://openalex.org/W1522301498","https://openalex.org/W1976725440","https://openalex.org/W2127851351","https://openalex.org/W2159284737","https://openalex.org/W2194775991","https://openalex.org/W2221409856","https://openalex.org/W2460742184","https://openalex.org/W2803193013","https://openalex.org/W2946244506","https://openalex.org/W2951130829","https://openalex.org/W2952218014","https://openalex.org/W2955663310","https://openalex.org/W2962866211","https://openalex.org/W2964171275","https://openalex.org/W2972541922","https://openalex.org/W2972568703","https://openalex.org/W2972947281","https://openalex.org/W2981087920","https://openalex.org/W2997696598","https://openalex.org/W3015191643","https://openalex.org/W3015636705","https://openalex.org/W3015707499","https://openalex.org/W3027008958","https://openalex.org/W3094831814","https://openalex.org/W3095717210","https://openalex.org/W3096090308","https://openalex.org/W3099330747","https://openalex.org/W3163652268","https://openalex.org/W3197657464","https://openalex.org/W4289665794","https://openalex.org/W6631190155","https://openalex.org/W6769228193","https://openalex.org/W6769867024","https://openalex.org/W6777776875","https://openalex.org/W6782435814"],"related_works":["https://openalex.org/W2981428355","https://openalex.org/W1834994814","https://openalex.org/W2041273198","https://openalex.org/W1599055764","https://openalex.org/W2149163000","https://openalex.org/W2962858469","https://openalex.org/W2131711534","https://openalex.org/W2289873871","https://openalex.org/W2559040841","https://openalex.org/W114661351"],"abstract_inverted_index":{"Recently,":[0],"the":[1,38,61,79,105,111,133,154,177],"performance":[2,29,112],"of":[3,37,63,75,81,93,107,113,135,179],"blind":[4],"speech":[5,10,134],"separation":[6],"(BSS)":[7],"and":[8,67,83,89,96,115,131,181],"target":[9],"extraction":[11],"(TSE)":[12],"has":[13],"greatly":[14],"progressed.":[15],"Most":[16],"works,":[17],"however,":[18],"focus":[19],"on":[20,65,110],"relatively":[21,122],"well-controlled":[22],"conditions":[23],"using,":[24],"e.g.,":[25],"read":[26],"speech.":[27,55,165,186],"The":[28],"may":[30,43,157],"degrade":[31],"in":[32,53],"more":[33,141],"realistic":[34,54],"situations.":[35],"One":[36],"factors":[39],"causing":[40],"such":[41,48],"degradation":[42],"be":[44,158],"intrinsic":[45],"speaker":[46,147,156],"variability,":[47],"as":[49],"emotions,":[50,125],"occurring":[51],"commonly":[52],"In":[56],"this":[57],"paper,":[58],"we":[59,102,150,169],"investigate":[60],"influence":[62],"emotions":[64,109],"TSE":[66,82,182],"BSS.":[68,84],"We":[69,117],"create":[70],"a":[71,136],"new":[72],"test":[73],"dataset":[74,86],"emotional":[76,164,185],"mixtures":[77],"for":[78],"evaluation":[80],"This":[85],"combines":[87],"LibriSpeech":[88],"Ryerson":[90],"Audio-Visual":[91],"Database":[92],"Emotional":[94],"Speech":[95],"Song":[97],"(RAVDESS).":[98],"Through":[99],"controlled":[100],"experiments,":[101],"can":[103],"analyze":[104],"impact":[106],"different":[108],"BSS":[114,120,180],"TSE.":[116],"observe":[118],"that":[119,152,174],"is":[121,139],"robust":[123],"to":[124,143],"while":[126],"TSE,":[127],"which":[128],"requires":[129],"identifying":[130,153],"extracting":[132],"tar-get":[137,155],"speaker,":[138],"much":[140],"sensitive":[142],"emotions.":[144],"On":[145],"comparative":[146],"verification":[148],"experiments":[149],"show":[151],"particularly":[159],"challenging":[160],"when":[161],"dealing":[162],"with":[163],"Using":[166],"our":[167],"findings,":[168],"outline":[170],"potential":[171],"future":[172],"directions":[173],"could":[175],"improve":[176],"robustness":[178],"systems":[183],"toward":[184]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}