{"id":"https://openalex.org/W2944426940","doi":"https://doi.org/10.1109/taslp.2019.2912123","title":"Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network","display_name":"Non-Intrusive Speech Quality Prediction Using Modulation Energies and LSTM-Network","publication_year":2019,"publication_date":"2019-05-08","ids":{"openalex":"https://openalex.org/W2944426940","doi":"https://doi.org/10.1109/taslp.2019.2912123","mag":"2944426940"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2019.2912123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2019.2912123","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5014833085","display_name":"Benjamin Cauchi","orcid":"https://orcid.org/0000-0003-0338-492X"},"institutions":[{"id":"https://openalex.org/I202367325","display_name":"Oldenburger Institut f\u00fcr Informatik","ror":"https://ror.org/003sav189","country_code":"DE","type":"facility","lineage":["https://openalex.org/I202367325"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Benjamin Cauchi","raw_affiliation_strings":["OFFIS Institute for Information Technology, Oldenburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0338-492X","affiliations":[{"raw_affiliation_string":"OFFIS Institute for Information Technology, Oldenburg, Germany","institution_ids":["https://openalex.org/I202367325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056846462","display_name":"Kai Siedenburg","orcid":"https://orcid.org/0000-0002-7360-4249"},"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"]},{"id":"https://openalex.org/I4210144375","display_name":"Hearing4all","ror":"https://ror.org/0393vzh87","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144375"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kai Siedenburg","raw_affiliation_strings":["Department of Medical Physics and Acoustics and Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7360-4249","affiliations":[{"raw_affiliation_string":"Department of Medical Physics and Acoustics and Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168","https://openalex.org/I4210144375"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068457267","display_name":"Jo\u00e3o Felipe Santos","orcid":"https://orcid.org/0000-0003-3934-3943"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Joao F. Santos","raw_affiliation_strings":["Institut National de la Recherche Scientifique\u00a0(INRS-EMT), University of Qu\u00e9bec, Montr\u00e9al, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3934-3943","affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique\u00a0(INRS-EMT), University of Qu\u00e9bec, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065418889","display_name":"Tiago H. Falk","orcid":"https://orcid.org/0000-0002-5739-2514"},"institutions":[{"id":"https://openalex.org/I159129438","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al","ror":"https://ror.org/002rjbv21","country_code":"CA","type":"education","lineage":["https://openalex.org/I159129438","https://openalex.org/I49663120"]},{"id":"https://openalex.org/I39481719","display_name":"Institut National de la Recherche Scientifique","ror":"https://ror.org/04td37d32","country_code":"CA","type":"education","lineage":["https://openalex.org/I39481719","https://openalex.org/I49663120"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Tiago H. Falk","raw_affiliation_strings":["Institut National de la Recherche Scientifique\u00a0(INRS-EMT), University of Qu\u00e9bec, Montr\u00e9al, QC, Canada"],"raw_orcid":"https://orcid.org/0000-0002-5739-2514","affiliations":[{"raw_affiliation_string":"Institut National de la Recherche Scientifique\u00a0(INRS-EMT), University of Qu\u00e9bec, Montr\u00e9al, QC, Canada","institution_ids":["https://openalex.org/I159129438","https://openalex.org/I39481719"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062526199","display_name":"Simon Doclo","orcid":"https://orcid.org/0000-0002-3392-2381"},"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"]},{"id":"https://openalex.org/I4210144375","display_name":"Hearing4all","ror":"https://ror.org/0393vzh87","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144375"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Doclo","raw_affiliation_strings":["Department of Medical Physics and Acoustics and Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3392-2381","affiliations":[{"raw_affiliation_string":"Department of Medical Physics and Acoustics and Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168","https://openalex.org/I4210144375"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027797344","display_name":"Stefan Goetze","orcid":"https://orcid.org/0000-0003-1044-7343"},"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"]},{"id":"https://openalex.org/I4210144375","display_name":"Hearing4all","ror":"https://ror.org/0393vzh87","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144375"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Goetze","raw_affiliation_strings":["Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cluster of Excellence Hearing4all, University of Oldenburg, Oldenburg, Germany","institution_ids":["https://openalex.org/I129877168","https://openalex.org/I4210144375"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0884,"has_fulltext":false,"cited_by_count":45,"citation_normalized_percentile":{"value":0.92194093,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"27","issue":"7","first_page":"1151","last_page":"1163"},"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":0.9987000226974487,"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":0.9980999827384949,"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/computer-science","display_name":"Computer science","score":0.802651047706604},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6647853851318359},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.658854067325592},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5950681567192078},{"id":"https://openalex.org/keywords/reverberation","display_name":"Reverberation","score":0.5294772386550903},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5161789059638977},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.5131588578224182},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.49313753843307495},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4852740466594696},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48235148191452026},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47655943036079407},{"id":"https://openalex.org/keywords/pesq","display_name":"PESQ","score":0.4732949137687683},{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.4572981297969818},{"id":"https://openalex.org/keywords/sound-quality","display_name":"Sound quality","score":0.43688666820526123},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4198755919933319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3653016686439514},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20867079496383667},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.19347932934761047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08596199750900269}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.802651047706604},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6647853851318359},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.658854067325592},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5950681567192078},{"id":"https://openalex.org/C95851461","wikidata":"https://www.wikidata.org/wiki/Q468809","display_name":"Reverberation","level":2,"score":0.5294772386550903},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5161789059638977},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.5131588578224182},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.49313753843307495},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4852740466594696},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48235148191452026},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47655943036079407},{"id":"https://openalex.org/C103734657","wikidata":"https://www.wikidata.org/wiki/Q2739975","display_name":"PESQ","level":4,"score":0.4732949137687683},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.4572981297969818},{"id":"https://openalex.org/C167310288","wikidata":"https://www.wikidata.org/wiki/Q7564808","display_name":"Sound quality","level":2,"score":0.43688666820526123},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4198755919933319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3653016686439514},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20867079496383667},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.19347932934761047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08596199750900269},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/taslp.2019.2912123","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2019.2912123","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:159132","is_oa":false,"landing_page_url":"http://eprints.whiterose.ac.uk/159132/1/Cauchi_2019_TASLP2019_Non-Intrusive_Speech_Quality_Prediction_Using_Modulation_Energies_and_LSTM-Network_pre-print.pdf","pdf_url":"http://eprints.whiterose.ac.uk/159132/1/Cauchi_2019_TASLP2019_Non-Intrusive_Speech_Quality_Prediction_Using_Modulation_Energies_and_LSTM-Network_pre-print.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:fraunhofer.de:N-558468","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-558468.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IDMT","raw_type":"Journal Article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/259509","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/259509","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G4665579502","display_name":"EXC 2177: Hearing4all","funder_award_id":"390895286","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6821144096","display_name":null,"funder_award_id":"13GW0209B","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6946700531","display_name":null,"funder_award_id":"02K16C201","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1488166531","https://openalex.org/W1522301498","https://openalex.org/W1570814949","https://openalex.org/W1598333443","https://openalex.org/W1603978816","https://openalex.org/W1815076433","https://openalex.org/W1985029311","https://openalex.org/W1987831012","https://openalex.org/W2004405928","https://openalex.org/W2034593061","https://openalex.org/W2035412504","https://openalex.org/W2043429285","https://openalex.org/W2051428568","https://openalex.org/W2061074721","https://openalex.org/W2077626438","https://openalex.org/W2092016799","https://openalex.org/W2093225945","https://openalex.org/W2095705004","https://openalex.org/W2103747981","https://openalex.org/W2105854852","https://openalex.org/W2106272332","https://openalex.org/W2108708552","https://openalex.org/W2121973264","https://openalex.org/W2125114513","https://openalex.org/W2127707623","https://openalex.org/W2130722890","https://openalex.org/W2141998673","https://openalex.org/W2143612262","https://openalex.org/W2153038597","https://openalex.org/W2158336491","https://openalex.org/W2164715564","https://openalex.org/W2170587460","https://openalex.org/W2172491908","https://openalex.org/W2188162373","https://openalex.org/W2242685705","https://openalex.org/W2295473765","https://openalex.org/W2342810974","https://openalex.org/W2517510586","https://openalex.org/W2563063012","https://openalex.org/W2566812911","https://openalex.org/W2602577565","https://openalex.org/W2605449545","https://openalex.org/W2620616604","https://openalex.org/W2765278963","https://openalex.org/W2911394281","https://openalex.org/W2918296821","https://openalex.org/W3119264854","https://openalex.org/W3147539069","https://openalex.org/W4285719527","https://openalex.org/W4296927107","https://openalex.org/W6631190155","https://openalex.org/W6638545294","https://openalex.org/W6675704199","https://openalex.org/W6684199065","https://openalex.org/W6686978693","https://openalex.org/W6690620408","https://openalex.org/W6697384745","https://openalex.org/W6739067122"],"related_works":["https://openalex.org/W3016109656","https://openalex.org/W2058482658","https://openalex.org/W1973895194","https://openalex.org/W3135613579","https://openalex.org/W3209446892","https://openalex.org/W2345688450","https://openalex.org/W4386746628","https://openalex.org/W1980687383","https://openalex.org/W2105126898","https://openalex.org/W2792294082"],"abstract_inverted_index":{"Many":[0],"signal":[1,88],"processing":[2],"algorithms":[3,42,51,112,159,221],"have":[4],"been":[5],"proposed":[6,169,175,200],"to":[7,33,164,204,218],"improve":[8],"the":[9,15,29,35,66,85,100,126,168,174,199],"quality":[10,36,127,183],"of":[11,17,37,68,111,125,128,150,186,196,226,238],"speech":[12,38,49,87,102,130,182,239],"recorded":[13],"in":[14,81],"presence":[16],"noise":[18],"and":[19,46,136,158,160,166,189,208,229],"reverberation.":[20],"Perceptual":[21],"measures,":[22,57],"i.e.,":[23],"listening":[24],"tests,":[25],"are":[26,44,52],"usually":[27],"considered":[28],"most":[30],"reliable":[31],"way":[32],"evaluate":[34,167,219],"processed":[39,129],"by":[40],"such":[41],"but":[43],"costly":[45],"time-consuming.":[47],"Consequently,":[48],"enhancement":[50,240],"often":[53],"evaluated":[54,152],"using":[55,141],"signal-based":[56],"which":[58,84],"can":[59,78],"be":[60,79],"either":[61],"intrusive":[62,69,188],"or":[63,113],"non-intrusive.":[64],"As":[65],"computation":[67],"measures":[70,77,96,191],"requires":[71],"a":[72,108,121,137,148,215,223],"reference":[73],"signal,":[74],"only":[75],"non-intrusive":[76,95,123,190],"used":[80,161],"applications":[82],"for":[83,235],"clean":[86],"is":[89,202,214],"not":[90],"available.":[91],"However,":[92],"many":[93],"existing":[94],"correlate":[97],"poorly":[98],"with":[99,180],"perceived":[101],"quality,":[103],"particularly":[104,233],"when":[105,192],"applied":[106],"over":[107,222],"wide":[109,224],"range":[110,225],"acoustic":[114,156,227],"conditions.":[115],"In":[116],"this":[117,162],"paper,":[118],"we":[119],"propose":[120],"novel":[122],"measure":[124,176,201],"that":[131,173,185,212],"combines":[132],"modulation":[133],"energy":[134],"features":[135],"recurrent":[138],"neural":[139],"network":[140],"long":[142],"short-term":[143],"memory":[144],"cells.":[145],"We":[146],"collected":[147],"dataset":[149,163],"perceptually":[151],"signals":[153],"representing":[154],"several":[155],"conditions":[157,228],"train":[165],"measure.":[170],"Results":[171],"show":[172,211],"yields":[177],"higher":[178],"correlation":[179],"perceptual":[181],"than":[184],"benchmark":[187],"considering":[193],"various":[194],"categories":[195],"algorithms.":[197],"Although":[198],"sensitive":[203],"mismatch":[205],"between":[206],"training":[207],"testing,":[209],"results":[210],"it":[213],"useful":[216,234],"approach":[217],"specific":[220],"may,":[230],"thus,":[231],"become":[232],"real-time":[236],"selection":[237],"algorithm":[241],"settings.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}