{"id":"https://openalex.org/W4388117136","doi":"https://doi.org/10.23919/eusipco58844.2023.10289790","title":"Near-end Intelligibility Improvement Through Voice Transformation in Transfer Learning Framework","display_name":"Near-end Intelligibility Improvement Through Voice Transformation in Transfer Learning Framework","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4388117136","doi":"https://doi.org/10.23919/eusipco58844.2023.10289790"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco58844.2023.10289790","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10289790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","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/A5036738241","display_name":"Ritujoy Biswas","orcid":"https://orcid.org/0000-0003-4108-1217"},"institutions":[{"id":"https://openalex.org/I4210127441","display_name":"Indian Institute of Technology Jammu","ror":"https://ror.org/02f0vsw63","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210127441"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ritujoy Biswas","raw_affiliation_strings":["IIT Jammu,Dept. of Electrical Engineering,India","Dept. of Electrical Engineering, IIT Jammu, India"],"affiliations":[{"raw_affiliation_string":"IIT Jammu,Dept. of Electrical Engineering,India","institution_ids":["https://openalex.org/I4210127441"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, IIT Jammu, India","institution_ids":["https://openalex.org/I4210127441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107339473","display_name":"Karan Nathwani","orcid":"https://orcid.org/0000-0003-2531-0411"},"institutions":[{"id":"https://openalex.org/I4210127441","display_name":"Indian Institute of Technology Jammu","ror":"https://ror.org/02f0vsw63","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210127441"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Karan Nathwani","raw_affiliation_strings":["IIT Jammu,Dept. of Electrical Engineering,India","Dept. of Electrical Engineering, IIT Jammu, India"],"affiliations":[{"raw_affiliation_string":"IIT Jammu,Dept. of Electrical Engineering,India","institution_ids":["https://openalex.org/I4210127441"]},{"raw_affiliation_string":"Dept. of Electrical Engineering, IIT Jammu, India","institution_ids":["https://openalex.org/I4210127441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075520691","display_name":"Vinayak Abrol","orcid":"https://orcid.org/0000-0001-8149-8151"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I110675161","display_name":"Infosys (India)","ror":"https://ror.org/03bs18y54","country_code":"IN","type":"company","lineage":["https://openalex.org/I110675161"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vinayak Abrol","raw_affiliation_strings":["IIIT Delhi,Infosys Centre for AI,Dept. of Computer Science and Engineering,India","Dept. of Computer Science and Engineering, Infosys Centre for AI, IIIT Delhi, India"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi,Infosys Centre for AI,Dept. of Computer Science and Engineering,India","institution_ids":["https://openalex.org/I68891433","https://openalex.org/I119939252","https://openalex.org/I110675161"]},{"raw_affiliation_string":"Dept. of Computer Science and Engineering, Infosys Centre for AI, IIIT Delhi, India","institution_ids":["https://openalex.org/I110675161","https://openalex.org/I68891433","https://openalex.org/I119939252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5036738241"],"corresponding_institution_ids":["https://openalex.org/I4210127441"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14841941,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9987000226974487,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/intelligibility","display_name":"Intelligibility (philosophy)","score":0.7848206758499146},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7493126392364502},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6770694255828857},{"id":"https://openalex.org/keywords/formant","display_name":"Formant","score":0.6463425159454346},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.6177855730056763},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5041347742080688},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5037540793418884},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.47713494300842285},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4382411241531372},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08499890565872192}],"concepts":[{"id":"https://openalex.org/C60048801","wikidata":"https://www.wikidata.org/wiki/Q1433889","display_name":"Intelligibility (philosophy)","level":2,"score":0.7848206758499146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7493126392364502},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6770694255828857},{"id":"https://openalex.org/C158215666","wikidata":"https://www.wikidata.org/wiki/Q1414685","display_name":"Formant","level":3,"score":0.6463425159454346},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.6177855730056763},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5041347742080688},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5037540793418884},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47713494300842285},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4382411241531372},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08499890565872192},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C2779581591","wikidata":"https://www.wikidata.org/wiki/Q36244","display_name":"Vowel","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco58844.2023.10289790","is_oa":false,"landing_page_url":"http://dx.doi.org/10.23919/eusipco58844.2023.10289790","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 31st European Signal Processing Conference (EUSIPCO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1881794303","https://openalex.org/W1975675577","https://openalex.org/W1993201860","https://openalex.org/W2066754815","https://openalex.org/W2096429026","https://openalex.org/W2140828385","https://openalex.org/W2313497184","https://openalex.org/W2611963065","https://openalex.org/W2620812332","https://openalex.org/W2892306418","https://openalex.org/W2905396773","https://openalex.org/W2939302023","https://openalex.org/W2963351212","https://openalex.org/W3056518849","https://openalex.org/W3080915573","https://openalex.org/W3115145460","https://openalex.org/W3120691648","https://openalex.org/W3171440376","https://openalex.org/W3196388857","https://openalex.org/W3204468739","https://openalex.org/W3213492155","https://openalex.org/W4287831879","https://openalex.org/W6684352069"],"related_works":["https://openalex.org/W2046217390","https://openalex.org/W4365503437","https://openalex.org/W2362995206","https://openalex.org/W2004825552","https://openalex.org/W1986672430","https://openalex.org/W1990629684","https://openalex.org/W1971436356","https://openalex.org/W1975851543","https://openalex.org/W2070163607","https://openalex.org/W2064537740"],"abstract_inverted_index":{"In":[0],"recent":[1],"works,":[2],"using":[3],"voice":[4,34],"transformation":[5],"functions":[6],"(VTF)":[7],"in":[8,103],"optimal":[9],"shifting":[10,153],"of":[11,51,68,97],"formants":[12],"has":[13],"improved":[14],"near-end":[15],"speech":[16],"intelligibility.":[17],"Though":[18],"these":[19],"VTFs":[20],"are":[21,24],"promising,":[22],"they":[23,37,44],"computationally":[25],"expensive":[26],"to":[27,40,54,64,70,91],"optimize":[28],"and":[29,80,84,99,131,146],"generate":[30],"unwanted":[31],"artifacts":[32,151],"during":[33],"modification.":[35],"Additionally,":[36,139],"were":[38,45],"specific":[39,118],"the":[41,49,66,72,92,126,132,135,154],"environmental":[42,119],"condition":[43],"optimized":[46,116],"for.":[47],"For":[48],"applicability":[50],"this":[52,104],"approach":[53],"different":[55],"languages":[56,83,147],"without":[57],"re-optimization,":[58],"transfer":[59],"learning":[60],"(TL)":[61],"was":[62,87],"used":[63,137],"shape":[65],"parameters":[67,115],"VTF":[69],"accommodate":[71],"target":[73,100],"language":[74],"[1].":[75],"However,":[76],"TL":[77,81,142],"across":[78,82,143],"noises":[79,85,145],"(simultaneously)":[86],"not":[88],"viable":[89],"due":[90],"dependency":[93],"on":[94],"pitch":[95],"information":[96],"source":[98],"noises.":[101],"Hence":[102],"work,":[105],"a":[106],"statistical":[107],"Gaussian":[108],"Transformation":[109],"Function":[110],"(GTF)":[111],"is":[112],"developed":[113],"with":[114,149],"for":[117],"conditions.":[120],"Defined":[121],"by":[122],"just":[123],"three":[124],"parameters,":[125],"optimization":[127],"time":[128],"came":[129],"down,":[130],"intelligibility":[133],"surpassed":[134],"previously":[136],"VTF.":[138],"GTF":[140],"allows":[141],"both":[144],"simultaneously,":[148],"fewer":[150],"while":[152],"formants.":[155]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
