{"id":"https://openalex.org/W2113007250","doi":"https://doi.org/10.1109/icassp.2009.4960473","title":"On the use of Bayesian modeling for predicting noise reduction performance","display_name":"On the use of Bayesian modeling for predicting noise reduction performance","publication_year":2009,"publication_date":"2009-04-01","ids":{"openalex":"https://openalex.org/W2113007250","doi":"https://doi.org/10.1109/icassp.2009.4960473","mag":"2113007250"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2009.4960473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4960473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","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/A5002202634","display_name":"Nazanin Pourmand","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Nazanin Pourmand","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061153668","display_name":"David Suelzle","orcid":null},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Suelzle","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040276298","display_name":"Vijay Parsa","orcid":"https://orcid.org/0000-0002-4305-8347"},"institutions":[{"id":"https://openalex.org/I125749732","display_name":"Western University","ror":"https://ror.org/02grkyz14","country_code":"CA","type":"education","lineage":["https://openalex.org/I125749732"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Vijay Parsa","raw_affiliation_strings":["Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Western Ontario, London, Canada","institution_ids":["https://openalex.org/I125749732"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101427019","display_name":"Yi Hu","orcid":"https://orcid.org/0000-0002-6136-0371"},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yi Hu","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Texas at Dallas, USA","Department of Electrical Engineering, University of Texas at Dallas, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I162577319"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069771919","display_name":"Philip C. Loizou","orcid":null},"institutions":[{"id":"https://openalex.org/I162577319","display_name":"The University of Texas at Dallas","ror":"https://ror.org/049emcs32","country_code":"US","type":"education","lineage":["https://openalex.org/I162577319"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip Loizou","raw_affiliation_strings":["Dept. of Electrical Engineering, University of Texas at Dallas, USA","Department of Electrical Engineering, University of Texas at Dallas, USA"],"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Engineering, University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I162577319"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Texas at Dallas, USA","institution_ids":["https://openalex.org/I162577319"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5002202634"],"corresponding_institution_ids":["https://openalex.org/I125749732"],"apc_list":null,"apc_paid":null,"fwci":1.4099,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.80970099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3873","last_page":"3876"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.998199999332428,"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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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":0.7423307299613953},{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.6028507351875305},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5710278749465942},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5685339570045471},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5397911667823792},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.44722405076026917},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4416504502296448},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.43609219789505005},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4348514974117279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43179360032081604},{"id":"https://openalex.org/keywords/performance-metric","display_name":"Performance metric","score":0.4215160012245178},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.400860458612442},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3673214912414551},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14403948187828064},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09224775433540344}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7423307299613953},{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.6028507351875305},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5710278749465942},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5685339570045471},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5397911667823792},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.44722405076026917},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4416504502296448},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.43609219789505005},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4348514974117279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43179360032081604},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.4215160012245178},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.400860458612442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3673214912414551},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14403948187828064},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09224775433540344},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2009.4960473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4960473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","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":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1495679096","https://openalex.org/W1565658805","https://openalex.org/W1979830586","https://openalex.org/W1985226152","https://openalex.org/W2073701032","https://openalex.org/W2106706098","https://openalex.org/W2144404214","https://openalex.org/W2158071659","https://openalex.org/W3004389950","https://openalex.org/W4245919820","https://openalex.org/W6634086901"],"related_works":["https://openalex.org/W51364034","https://openalex.org/W2141938446","https://openalex.org/W2898073868","https://openalex.org/W4284663758","https://openalex.org/W4361804730","https://openalex.org/W2142113611","https://openalex.org/W2334467465","https://openalex.org/W2087870008","https://openalex.org/W2162534555","https://openalex.org/W2752178021"],"abstract_inverted_index":{"In":[0,54,93],"speech":[1,35,78],"enhancement":[2],"applications,":[3],"a":[4,27,101],"validated":[5],"metric":[6],"of":[7,17,26,33,61,69,114,133],"noise":[8,18,28],"reduction":[9,19,29],"performance":[10,25,60,127],"is":[11],"vital":[12],"in":[13,22,128],"the":[14,24,37,59,67,76,82,89,96,105,112,115,121,125,130],"relative":[15],"ranking":[16],"algorithms":[20],"and":[21,52,120],"enhancing":[23],"algorithm.":[30],"subjective":[31,46],"scores":[32,132],"enhanced":[34,70,134],"remain":[36],"yardstick":[38],"for":[39,50,65],"performance,":[40],"but":[41],"objective":[42,63],"metrics":[43],"that":[44,111],"emulate":[45],"evaluations":[47],"are":[48,98],"preferred":[49],"cost-":[51],"time-effectiveness.":[53],"this":[55],"paper,":[56],"we":[57],"analyze":[58],"two":[62],"methods":[64],"predicting":[66,129],"quality":[68,102,131],"speech.":[71,135],"The":[72],"first":[73],"method":[74,84],"employs":[75],"coherence-based":[77],"intelligibility":[79],"index,":[80],"while":[81],"second":[83],"uses":[85],"features":[86,97],"derived":[87],"from":[88],"Moore-Glasberg":[90],"auditory":[91,116],"model.":[92],"both":[94],"cases,":[95],"mapped":[99],"to":[100],"score":[103],"using":[104],"Bayesian":[106,122],"modeling":[107,123],"approach.":[108],"Results":[109],"show":[110],"combination":[113],"model-based":[117],"feature":[118],"set":[119],"provides":[124],"best":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}