{"id":"https://openalex.org/W7143492674","doi":"https://doi.org/10.1007/s11042-026-21484-3","title":"Impact of accent on urdu speech emotion recognition: Deep learning based an experimental study","display_name":"Impact of accent on urdu speech emotion recognition: Deep learning based an experimental study","publication_year":2026,"publication_date":"2026-03-30","ids":{"openalex":"https://openalex.org/W7143492674","doi":"https://doi.org/10.1007/s11042-026-21484-3"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-026-21484-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21484-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","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/A5130957343","display_name":"Sadaqat Ali","orcid":null},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Sadaqat Ali","raw_affiliation_strings":["Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan"],"raw_orcid":"https://orcid.org/0009-0005-6444-9223","affiliations":[{"raw_affiliation_string":"Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049382593","display_name":"Hajra Murtaza","orcid":"https://orcid.org/0000-0002-9516-9110"},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hajra Murtaza","raw_affiliation_strings":["Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129319189","display_name":"Musharraf Ahmed","orcid":null},"institutions":[{"id":"https://openalex.org/I195024194","display_name":"Riphah International University","ror":"https://ror.org/02kdm5630","country_code":"PK","type":"education","lineage":["https://openalex.org/I195024194"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Musharraf Ahmed","raw_affiliation_strings":["Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computing, Riphah International University, I-14, Islamabad, Pakistan","institution_ids":["https://openalex.org/I195024194"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5130957343"],"corresponding_institution_ids":["https://openalex.org/I195024194"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.71294281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"85","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8205999732017517,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8205999732017517,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10403","display_name":"Phonetics and Phonology Research","score":0.04989999905228615,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.026000000536441803,"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/urdu","display_name":"Urdu","score":0.8019999861717224},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.7360000014305115},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.4359000027179718},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4205999970436096},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3815999925136566},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.3666999936103821},{"id":"https://openalex.org/keywords/disgust","display_name":"Disgust","score":0.3634999990463257},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.3434999883174896}],"concepts":[{"id":"https://openalex.org/C2777350258","wikidata":"https://www.wikidata.org/wiki/Q1617","display_name":"Urdu","level":2,"score":0.8019999861717224},{"id":"https://openalex.org/C2776756274","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.7360000014305115},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7301999926567078},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4666999876499176},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.46239998936653137},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.4359000027179718},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42980000376701355},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4205999970436096},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3815999925136566},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C2777375102","wikidata":"https://www.wikidata.org/wiki/Q208351","display_name":"Disgust","level":3,"score":0.3634999990463257},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.3434999883174896},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.3346000015735626},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.26989999413490295},{"id":"https://openalex.org/C91863865","wikidata":"https://www.wikidata.org/wiki/Q4349497","display_name":"Speech corpus","level":3,"score":0.2685000002384186},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2644999921321869},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11042-026-21484-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-026-21484-3","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8579263091087341,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1973378890","https://openalex.org/W2074788634","https://openalex.org/W2132143241","https://openalex.org/W2137639365","https://openalex.org/W2763139457","https://openalex.org/W2781321626","https://openalex.org/W2798723080","https://openalex.org/W2885005742","https://openalex.org/W2887653499","https://openalex.org/W2896596895","https://openalex.org/W2936451900","https://openalex.org/W2937154351","https://openalex.org/W2951442257","https://openalex.org/W2962770129","https://openalex.org/W2964128364","https://openalex.org/W2972334330","https://openalex.org/W2972691009","https://openalex.org/W2997700007","https://openalex.org/W3012728484","https://openalex.org/W3013125729","https://openalex.org/W3017249363","https://openalex.org/W3023363593","https://openalex.org/W3023491306","https://openalex.org/W3095612572","https://openalex.org/W3138333912","https://openalex.org/W3162343586","https://openalex.org/W3162742210","https://openalex.org/W3169571218","https://openalex.org/W3216586892","https://openalex.org/W4229365606","https://openalex.org/W4280582835","https://openalex.org/W4291237139","https://openalex.org/W4296523924","https://openalex.org/W4323569712","https://openalex.org/W4364378283","https://openalex.org/W4366492108","https://openalex.org/W4381166482","https://openalex.org/W4386068662","https://openalex.org/W4386154682","https://openalex.org/W4410152997","https://openalex.org/W4412985405"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-01T02:31:24.031677","created_date":"2026-03-31T00:00:00"}