{"id":"https://openalex.org/W4372260445","doi":"https://doi.org/10.1109/icassp49357.2023.10096447","title":"On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms","display_name":"On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372260445","doi":"https://doi.org/10.1109/icassp49357.2023.10096447"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49357.2023.10096447","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5074056277","display_name":"Ang\u00e9lica S. Z. Su\u00e1rez","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111817","display_name":"Denmark Technical College","ror":"https://ror.org/01scq3556","country_code":"US","type":"education","lineage":["https://openalex.org/I2802080466","https://openalex.org/I4210111817"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"Ang\u00e9lica S. Z. Su\u00e1rez","raw_affiliation_strings":["Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","institution_ids":["https://openalex.org/I96673099","https://openalex.org/I4210111817"]},{"raw_affiliation_string":"Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039915209","display_name":"Cl\u00e9ment Laroche","orcid":"https://orcid.org/0000-0002-2021-5047"},"institutions":[{"id":"https://openalex.org/I4210155671","display_name":"GN Store Nord (Denmark)","ror":"https://ror.org/04ck29617","country_code":"DK","type":"company","lineage":["https://openalex.org/I4210155671"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Cl\u00e9ment Laroche","raw_affiliation_strings":["GN Audio Research,Ballerup,Denmark","GN Audio Research, Ballerup, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GN Audio Research,Ballerup,Denmark","institution_ids":["https://openalex.org/I4210155671"]},{"raw_affiliation_string":"GN Audio Research, Ballerup, Denmark","institution_ids":["https://openalex.org/I4210155671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011062522","display_name":"Line Katrine Harder Clemmensen","orcid":"https://orcid.org/0000-0001-5527-5798"},"institutions":[{"id":"https://openalex.org/I4210111817","display_name":"Denmark Technical College","ror":"https://ror.org/01scq3556","country_code":"US","type":"education","lineage":["https://openalex.org/I2802080466","https://openalex.org/I4210111817"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"Line H. Clemmensen","raw_affiliation_strings":["Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","institution_ids":["https://openalex.org/I96673099","https://openalex.org/I4210111817"]},{"raw_affiliation_string":"Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035293526","display_name":"Sneha Das","orcid":"https://orcid.org/0000-0002-4017-1280"},"institutions":[{"id":"https://openalex.org/I4210111817","display_name":"Denmark Technical College","ror":"https://ror.org/01scq3556","country_code":"US","type":"education","lineage":["https://openalex.org/I2802080466","https://openalex.org/I4210111817"]},{"id":"https://openalex.org/I96673099","display_name":"Technical University of Denmark","ror":"https://ror.org/04qtj9h94","country_code":"DK","type":"education","lineage":["https://openalex.org/I96673099"]}],"countries":["DK","US"],"is_corresponding":false,"raw_author_name":"Sneha Das","raw_affiliation_strings":["Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Denmark,Dept. of Applied Mathematics and Computer Science,Denmark","institution_ids":["https://openalex.org/I96673099","https://openalex.org/I4210111817"]},{"raw_affiliation_string":"Dept. of Applied Mathematics and Computer Science, Technical University of Denmark, Denmark","institution_ids":["https://openalex.org/I96673099"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1848,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.38912963,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"42","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":0.9998999834060669,"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":0.9998999834060669,"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":0.9959999918937683,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9911999702453613,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.9250601530075073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6193453669548035},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49876904487609863},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.42822569608688354},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4016282260417938},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3791489601135254},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3525354266166687},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.079069584608078}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.9250601530075073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6193453669548035},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49876904487609863},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.42822569608688354},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4016282260417938},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3791489601135254},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3525354266166687},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.079069584608078},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp49357.2023.10096447","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icassp49357.2023.10096447","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/604c787e-e13d-4cfd-95f2-4bf5e89047ac","is_oa":false,"landing_page_url":"https://orbit.dtu.dk/en/publications/604c787e-e13d-4cfd-95f2-4bf5e89047ac","pdf_url":null,"source":{"id":"https://openalex.org/S4306400705","display_name":"Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I96673099","host_organization_name":"Technical University of Denmark","host_organization_lineage":["https://openalex.org/I96673099"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Su\u00e1rez , A S Z , Laroche , C , Clemmensen , L H &amp; Das , S 2023 , On Crowdsourcing-Design with Comparison Category Rating for Evaluating Speech Enhancement Algorithms . in Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) . , 10096447 , IEEE , 2023 IEEE International Conference on Acoustics, Speech and Signal Processing , Rhodes Island , Greece , 04/06/2023 . https://doi.org/10.1109/ICASSP49357.2023.10096447","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1552314771","https://openalex.org/W1595637775","https://openalex.org/W1607435270","https://openalex.org/W1728888090","https://openalex.org/W1955090795","https://openalex.org/W1968586490","https://openalex.org/W2171061694","https://openalex.org/W2514946199","https://openalex.org/W2770119437","https://openalex.org/W2771361008","https://openalex.org/W2938440247","https://openalex.org/W2973133192","https://openalex.org/W3025844872","https://openalex.org/W3037833165","https://openalex.org/W3107070581","https://openalex.org/W3154679886","https://openalex.org/W3161480375","https://openalex.org/W3173632677","https://openalex.org/W4206439534","https://openalex.org/W4225302959","https://openalex.org/W6636170946","https://openalex.org/W6746278845","https://openalex.org/W6794144730"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W3096184950","https://openalex.org/W4231424160"],"abstract_inverted_index":{"Speech":[0],"enhancement":[1,127],"techniques":[2],"improve":[3],"the":[4,7,85,104,113,137,140,147,191,207],"quality":[5,59,73,122],"or":[6],"intelligibility":[8],"of":[9,36,82,124,163],"an":[10],"audio":[11,58,159],"signal":[12],"by":[13,62,170,180],"removing":[14],"unwanted":[15],"noise.":[16],"It":[17],"is":[18,66,110],"used":[19,135],"as":[20,26,60],"preprocessing":[21],"in":[22,76,136],"numerous":[23],"applications":[24],"such":[25,37],"speech":[27,126,184],"recognition,":[28],"hearing":[29],"aids,":[30],"broadcasting":[31],"and":[32,75,103,116,157,195,201],"telephony.":[33],"The":[34,120],"evaluation":[35,98],"algorithms":[38,128],"often":[39],"relies":[40],"on":[41,100,172,183,190],"reference-based":[42],"objective":[43,91],"metrics":[44],"that":[45,145,198],"are":[46,134,199],"shown":[47],"to":[48,56,69,71,90,152],"correlate":[49,88],"poorly":[50],"with":[51],"human":[52,63],"perception.":[53],"In":[54,93],"order":[55],"evaluate":[57],"perceived":[61],"observers":[64],"it":[65],"thus":[67],"fundamental":[68],"resort":[70],"subjective":[72,86],"assessment":[74],"doing":[77],"so":[78],"we":[79],"identify":[80,153],"subgroups":[81],"users":[83,167],"where":[84],"assessments":[87],"better":[89],"metrics.":[92,119],"this":[94],"paper,":[95],"a":[96],"user":[97],"based":[99],"crowdsourcing":[101,209],"(subjective)":[102],"Comparison":[105],"Category":[106],"Rating":[107],"(CCR)":[108],"method":[109],"compared":[111],"against":[112],"DNS-MOS,":[114],"ViSQOL":[115],"3QUEST":[117],"(objective)":[118],"overall":[121],"scores":[123],"three":[125],"from":[129],"real":[130],"time":[131],"communications":[132],"(RTC)":[133],"comparison":[138],"using":[139],"P.808":[141],"toolkit.":[142],"Results":[143],"indicate":[144],"while":[146,176],"CCR":[148],"scale":[149],"allows":[150],"participants":[151],"differences":[154],"between":[155],"processed":[156],"unprocessed":[158],"samples,":[160],"two":[161],"groups":[162],"preferences":[164],"emerge:":[165],"some":[166],"rate":[168,178],"positively":[169],"focusing":[171,181],"noise":[173],"suppression":[174],"processing,":[175],"others":[177],"negatively":[179],"mainly":[182],"quality.":[185],"We":[186],"further":[187],"present":[188],"results":[189],"parameters,":[192],"size":[193],"considerations":[194],"speaker":[196],"variations":[197],"critical":[200],"should":[202],"be":[203],"considered":[204],"when":[205],"designing":[206],"CCR-based":[208],"evaluation<sup":[210],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[211],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>.":[212]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}