{"id":"https://openalex.org/W2015970292","doi":"https://doi.org/10.1109/icc.2012.6364004","title":"A_PSQA: PESQ-like non-intrusive tool for QoE prediction in VoIP services","display_name":"A_PSQA: PESQ-like non-intrusive tool for QoE prediction in VoIP services","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2015970292","doi":"https://doi.org/10.1109/icc.2012.6364004","mag":"2015970292"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2012.6364004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2012.6364004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5076401438","display_name":"Wa\u00ebl Ch\u00e9rif","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210138210","display_name":"Viotech Communications (France)","ror":"https://ror.org/042xxm757","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210138210"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Wael Cherif","raw_affiliation_strings":["IRISA, University of Rennes 1, Rennes, France","Viotech Communiction - 12, avenue des Pr\u00e9s, 78180 Montigny le Bretonneux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRISA, University of Rennes 1, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Viotech Communiction - 12, avenue des Pr\u00e9s, 78180 Montigny le Bretonneux, France","institution_ids":["https://openalex.org/I4210138210"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073729502","display_name":"Adlen Ksentini","orcid":"https://orcid.org/0000-0002-0972-3091"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Adlen Ksentini","raw_affiliation_strings":["IRISA, University of Rennes 1, Rennes, France","IRISA University of Rennes 1, Campus Universitaire de Beaulieu, 35042 RENNES, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRISA, University of Rennes 1, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"IRISA University of Rennes 1, Campus Universitaire de Beaulieu, 35042 RENNES, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011579512","display_name":"Daniel N\u00e9gru","orcid":"https://orcid.org/0000-0003-4116-1364"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I4210160189","display_name":"Institut Polytechnique de Bordeaux","ror":"https://ror.org/054qv7y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Daniel Negru","raw_affiliation_strings":["CNRS LaBRI Laboratory, University of Bordeaux 1, Talence, France","CNRS LaBRI lab., University of Bordeaux - 351, Cours de la Lib\u00e9ration, 33405 Talence, France#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS LaBRI Laboratory, University of Bordeaux 1, Talence, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210160189"]},{"raw_affiliation_string":"CNRS LaBRI lab., University of Bordeaux - 351, Cours de la Lib\u00e9ration, 33405 Talence, France#TAB#","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086644103","display_name":"Mamadou Sidib\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138210","display_name":"Viotech Communications (France)","ror":"https://ror.org/042xxm757","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210138210"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mamadou Sidibe","raw_affiliation_strings":["Viotech Communiction, Montigny le Bretonneux, France","Viotech Communiction - 12, avenue des Pr\u00e9s, 78180 Montigny le Bretonneux, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Viotech Communiction, Montigny le Bretonneux, France","institution_ids":[]},{"raw_affiliation_string":"Viotech Communiction - 12, avenue des Pr\u00e9s, 78180 Montigny le Bretonneux, France","institution_ids":["https://openalex.org/I4210138210"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9504,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.88034425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2124","last_page":"2128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9988999962806702,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/pesq","display_name":"PESQ","score":0.9894232153892517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8073667287826538},{"id":"https://openalex.org/keywords/voice-over-ip","display_name":"Voice over IP","score":0.716856062412262},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5225286483764648},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.5101340413093567},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.501950740814209},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4691060185432434},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46543779969215393},{"id":"https://openalex.org/keywords/codec","display_name":"Codec","score":0.45099779963493347},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4351770579814911},{"id":"https://openalex.org/keywords/mean-opinion-score","display_name":"Mean opinion score","score":0.42132067680358887},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.400209903717041},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3959486484527588},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39499881863594055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34117209911346436},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3279789090156555},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.23550531268119812},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16010349988937378},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.10436272621154785},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08117324113845825}],"concepts":[{"id":"https://openalex.org/C103734657","wikidata":"https://www.wikidata.org/wiki/Q2739975","display_name":"PESQ","level":4,"score":0.9894232153892517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8073667287826538},{"id":"https://openalex.org/C171246234","wikidata":"https://www.wikidata.org/wiki/Q81945","display_name":"Voice over IP","level":3,"score":0.716856062412262},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5225286483764648},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.5101340413093567},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.501950740814209},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4691060185432434},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46543779969215393},{"id":"https://openalex.org/C161765866","wikidata":"https://www.wikidata.org/wiki/Q184748","display_name":"Codec","level":2,"score":0.45099779963493347},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4351770579814911},{"id":"https://openalex.org/C62897895","wikidata":"https://www.wikidata.org/wiki/Q1915482","display_name":"Mean opinion score","level":3,"score":0.42132067680358887},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.400209903717041},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3959486484527588},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39499881863594055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34117209911346436},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3279789090156555},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.23550531268119812},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16010349988937378},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.10436272621154785},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08117324113845825},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icc.2012.6364004","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2012.6364004","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W113013245","https://openalex.org/W649897533","https://openalex.org/W1602618321","https://openalex.org/W1854341237","https://openalex.org/W1878198573","https://openalex.org/W1915369845","https://openalex.org/W1939939164","https://openalex.org/W1992298983","https://openalex.org/W1996503769","https://openalex.org/W2007579064","https://openalex.org/W2022359415","https://openalex.org/W2100036917","https://openalex.org/W2100041782","https://openalex.org/W2120003621","https://openalex.org/W2130418955","https://openalex.org/W2134296215","https://openalex.org/W2144213109","https://openalex.org/W2151475216","https://openalex.org/W2151927301","https://openalex.org/W2614225773","https://openalex.org/W6604604490","https://openalex.org/W6636014399","https://openalex.org/W6640681790","https://openalex.org/W6674733064","https://openalex.org/W7028522614"],"related_works":["https://openalex.org/W2038257375","https://openalex.org/W2069597661","https://openalex.org/W2988616598","https://openalex.org/W2922244040","https://openalex.org/W2096515400","https://openalex.org/W1998855589","https://openalex.org/W3007758974","https://openalex.org/W2140646420","https://openalex.org/W2382922397","https://openalex.org/W1973628965"],"abstract_inverted_index":{"Perceived":[0],"speech":[1,90],"quality,":[2],"or":[3],"Quality":[4,97,151],"of":[5,17,42,78],"Experience":[6],"(QoE),":[7],"is":[8,109,162],"the":[9,18,30,33,43,75,123,130,155,166,188],"key":[10],"criteria":[11],"for":[12,100],"evaluating":[13],"VoIP":[14,80,103],"service.":[15,81],"Most":[16],"existing":[19],"solutions":[20,38],"are":[21,59,176],"intrusive,":[22],"in":[23,50,69],"a":[24,87,110,144],"sense":[25],"where":[26,185],"they":[27,46],"require":[28],"both":[29],"original":[31],"and":[32,56,73,106,129,138,182],"transmitted":[34],"audio":[35],"sequences.":[36],"These":[37],"give":[39],"good":[40],"estimation":[41,65,92,193],"QoE,":[44],"but":[45],"cannot":[47],"be":[48],"used":[49,143],"real-time.":[51],"In":[52,82],"fact,":[53],"Service":[54],"Provider":[55,58],"Network":[57,118],"highly":[60],"interested":[61],"on":[62,115],"automatic":[63],"QoE":[64],"tool":[66],"(without":[67],"intrusion)":[68],"order":[70],"to":[71,121,135,153,164],"monitor":[72],"control":[74],"perceived":[76,89,131],"quality":[77,91],"their":[79],"this":[83],"paper,":[84],"we":[85,142],"present":[86],"new":[88],"tool,":[93],"named":[94],"ALICANTE1Pseudo":[95],"Subjective":[96],"Assessment":[98],"(A_PSQA)":[99],"two":[101,179],"widely":[102],"codecs,":[104],"iLBC":[105],"Speex.":[107],"A_PSQA":[108,161,186],"non-intrusive":[111,180],"method,":[112],"which":[113],"relies":[114],"Random":[116],"Neural":[117],"(RNN)":[119],"approach":[120],"learn":[122],"nonlinear":[124],"relation":[125],"between":[126],"network":[127],"parameters":[128],"user":[132],"QoE.":[133],"Furthermore,":[134],"avoid":[136],"costly":[137],"time-consuming":[139],"subjective":[140],"tests,":[141],"well-known":[145],"intrusive":[146],"method":[147],"ITU-T's":[148],"Perceptual":[149],"Evaluation":[150],"(PESQ)":[152],"estimate":[154,165],"MOS.":[156],"Obtained":[157],"results":[158,175],"show":[159],"that":[160],"able":[163],"MOS":[167],"like":[168],"PESQ,":[169],"while":[170],"being":[171],"non-intrusive.":[172],"Besides,":[173],"A_PSQA's":[174],"compared":[177],"with":[178,191],"(IQX":[181],"E-Model)":[183],"methods,":[184],"shows":[187],"highest":[189],"correlation":[190],"PESQ":[192],"than":[194],"all":[195],"others":[196],"methods.":[197]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}