{"id":"https://openalex.org/W3099207229","doi":"https://doi.org/10.1109/jstsp.2020.3038054","title":"Parameter Tuning-Free Missing-Feature Reconstruction for Robust Sound Recognition","display_name":"Parameter Tuning-Free Missing-Feature Reconstruction for Robust Sound Recognition","publication_year":2020,"publication_date":"2020-11-13","ids":{"openalex":"https://openalex.org/W3099207229","doi":"https://doi.org/10.1109/jstsp.2020.3038054","mag":"3099207229"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2020.3038054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2020.3038054","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal 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/A5100453144","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-5378-6404"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-5378-6404","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018341980","display_name":"Jibin Wu","orcid":"https://orcid.org/0000-0003-0135-4188"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jibin Wu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0135-4188","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I165932596"],"apc_list":null,"apc_paid":null,"fwci":0.5939,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.671875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"15","issue":"1","first_page":"78","last_page":"89"},"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/T11309","display_name":"Music and Audio Processing","score":0.9998000264167786,"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":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7793972492218018},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6656045913696289},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6330567598342896},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5952469706535339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5714337825775146},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5367248058319092},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.4947509169578552},{"id":"https://openalex.org/keywords/missing-data","display_name":"Missing data","score":0.47968411445617676},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.44096148014068604},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4293931722640991},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.41361385583877563},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21841692924499512}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7793972492218018},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6656045913696289},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6330567598342896},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5952469706535339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5714337825775146},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5367248058319092},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.4947509169578552},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.47968411445617676},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.44096148014068604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4293931722640991},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.41361385583877563},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21841692924499512},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstsp.2020.3038054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2020.3038054","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/187065","is_oa":false,"landing_page_url":"https://scholarbank.nus.edu.sg/handle/10635/187065","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1094757534","display_name":null,"funder_award_id":"AISG-GC-2019-002","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"},{"id":"https://openalex.org/G3191157935","display_name":null,"funder_award_id":"AISG-100E-2018-006","funder_id":"https://openalex.org/F4320320709","funder_display_name":"National Research Foundation Singapore"}],"funders":[{"id":"https://openalex.org/F4320320696","display_name":"Agency for Science, Technology and Research","ror":"https://ror.org/036wvzt09"},{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W330298975","https://openalex.org/W1511814458","https://openalex.org/W1969698720","https://openalex.org/W1970578576","https://openalex.org/W1971351093","https://openalex.org/W1974387177","https://openalex.org/W1993803475","https://openalex.org/W2036155843","https://openalex.org/W2043746281","https://openalex.org/W2044893557","https://openalex.org/W2047071281","https://openalex.org/W2050968963","https://openalex.org/W2079789993","https://openalex.org/W2103972604","https://openalex.org/W2106005123","https://openalex.org/W2122663001","https://openalex.org/W2124608575","https://openalex.org/W2134332047","https://openalex.org/W2135486871","https://openalex.org/W2141411743","https://openalex.org/W2141732351","https://openalex.org/W2146083413","https://openalex.org/W2152116910","https://openalex.org/W2163605009","https://openalex.org/W2267882932","https://openalex.org/W2268674159","https://openalex.org/W2296153915","https://openalex.org/W2535629435","https://openalex.org/W2551938739","https://openalex.org/W2559856295","https://openalex.org/W2604184139","https://openalex.org/W2611328865","https://openalex.org/W2618530766","https://openalex.org/W2748488820","https://openalex.org/W2767122664","https://openalex.org/W2778192313","https://openalex.org/W2788464337","https://openalex.org/W2803590177","https://openalex.org/W2897317127","https://openalex.org/W2898371500","https://openalex.org/W2901937441","https://openalex.org/W2921727095","https://openalex.org/W2949534131","https://openalex.org/W2950391245","https://openalex.org/W2962786165","https://openalex.org/W2978500892","https://openalex.org/W2985518820","https://openalex.org/W2990833974","https://openalex.org/W3002946486","https://openalex.org/W3010748916","https://openalex.org/W3098620580","https://openalex.org/W3105183525","https://openalex.org/W3120295820","https://openalex.org/W6682452853","https://openalex.org/W6736356763","https://openalex.org/W6767640846","https://openalex.org/W6769995984"],"related_works":["https://openalex.org/W4380150146","https://openalex.org/W3024870410","https://openalex.org/W2410652950","https://openalex.org/W4283773154","https://openalex.org/W3139174110","https://openalex.org/W4289597203","https://openalex.org/W2085630472","https://openalex.org/W4285201053","https://openalex.org/W2753779043","https://openalex.org/W4313546598"],"abstract_inverted_index":{"With":[0],"the":[1,4,25,42,49,62,65,70,75,87,120],"advent":[2],"of":[3,38,64,86],"deep":[5],"neural":[6],"network,":[7],"automatic":[8],"speech":[9,47,144],"recognition":[10,145],"(ASR)":[11],"has":[12],"seen":[13],"significant":[14],"improvements":[15],"in":[16,79,104,142],"recent":[17],"years.":[18],"However,":[19,84],"ASR":[20],"performance":[21,138],"degrades":[22],"rapidly":[23],"when":[24],"acoustic":[26,66],"environment,":[27],"such":[28],"as":[29],"communication":[30],"channels":[31],"or":[32],"noise":[33],"backgrounds,":[34],"differ":[35],"from":[36],"those":[37],"training":[39,129],"data.":[40],"In":[41,106],"missing":[43,80],"feature":[44,51,81,136],"approach":[45],"to":[46,57,102],"processing,":[48],"unreliable":[50],"components":[52],"are":[53],"identified":[54],"and":[55,61,139,146],"reconstructed":[56],"overcome":[58],"signal":[59],"degradation":[60],"mismatch":[63],"environment.":[67],"To":[68],"reduce":[69],"model":[71,128],"dependency,":[72],"we":[73,109],"investigate":[74],"matrix":[76,88,112,117],"completion":[77,89,113],"technique":[78],"reconstruction":[82,122,137],"tasks.":[83,150],"most":[85],"techniques":[90],"require":[91,127],"a":[92,111],"priori":[93],"tuning":[94],"parameters,":[95],"e.g.,":[96],"target":[97],"rank,":[98],"which":[99],"is":[100],"hard":[101],"determine":[103],"practice.":[105],"this":[107],"work,":[108],"propose":[110],"method":[114],"based":[115],"on":[116],"factorization":[118],"for":[119],"missing-feature":[121],"task,":[123],"that":[124],"does":[125],"not":[126],"nor":[130],"parameter":[131],"tuning.":[132],"Experiments":[133],"show":[134],"superior":[135],"computational":[140],"efficiency":[141],"both":[143],"environmental":[147],"sound":[148],"classification":[149]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}