{"id":"https://openalex.org/W4390045673","doi":"https://doi.org/10.1109/idaacs58523.2023.10348808","title":"Remote Voice Control of Computer Based on Convolutional Neural Network","display_name":"Remote Voice Control of Computer Based on Convolutional Neural Network","publication_year":2023,"publication_date":"2023-09-07","ids":{"openalex":"https://openalex.org/W4390045673","doi":"https://doi.org/10.1109/idaacs58523.2023.10348808"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs58523.2023.10348808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs58523.2023.10348808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007680418","display_name":"Anastasiia Sartiukova","orcid":null},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Anastasiia Sartiukova","raw_affiliation_strings":["Lviv Polytechnic National University,Lviv,Ukraine,79013"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Lviv,Ukraine,79013","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046018004","display_name":"Oksana Markiv","orcid":"https://orcid.org/0000-0002-1691-1357"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Oksana Markiv","raw_affiliation_strings":["Lviv Polytechnic National University,Lviv,Ukraine,79013"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Lviv,Ukraine,79013","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014873401","display_name":"Victoria Vysotska","orcid":"https://orcid.org/0000-0001-6417-3689"},"institutions":[{"id":"https://openalex.org/I98435010","display_name":"Lviv Polytechnic National University","ror":"https://ror.org/0542q3127","country_code":"UA","type":"education","lineage":["https://openalex.org/I98435010"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Victoria Vysotska","raw_affiliation_strings":["Lviv Polytechnic National University,Lviv,Ukraine,79013"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lviv Polytechnic National University,Lviv,Ukraine,79013","institution_ids":["https://openalex.org/I98435010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042208653","display_name":"Iryna Shakleina","orcid":"https://orcid.org/0000-0003-0809-1480"},"institutions":[{"id":"https://openalex.org/I4210151083","display_name":"Drohobych Ivan Franko State Pedagogical University","ror":"https://ror.org/04vpyax58","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210151083"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Iryna Shakleina","raw_affiliation_strings":["Drohobych Ivan Franko State Pedagogical University,Drohobych,Ukraine,82100"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Drohobych Ivan Franko State Pedagogical University,Drohobych,Ukraine,82100","institution_ids":["https://openalex.org/I4210151083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007098190","display_name":"Nataliia Sokulska","orcid":"https://orcid.org/0000-0002-3425-5517"},"institutions":[{"id":"https://openalex.org/I4210087705","display_name":"Hetman Petro Sahaidachnyi National Army Academy","ror":"https://ror.org/004n78r59","country_code":"UA","type":"education","lineage":["https://openalex.org/I4210087705"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Nataliia Sokulska","raw_affiliation_strings":["Hetman Petro Sahaidachnyi National Army Academy,Lviv,Ukraine,79026"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hetman Petro Sahaidachnyi National Army Academy,Lviv,Ukraine,79026","institution_ids":["https://openalex.org/I4210087705"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031652899","display_name":"Ihor Romanets","orcid":"https://orcid.org/0000-0002-7061-6527"},"institutions":[{"id":"https://openalex.org/I160977438","display_name":"West Ukrainian National University","ror":"https://ror.org/047988g19","country_code":"UA","type":"education","lineage":["https://openalex.org/I160977438"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Ihor Romanets","raw_affiliation_strings":["West Ukrainian National Unversity,Ternopil,Ukraine,46009"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Ukrainian National Unversity,Ternopil,Ukraine,46009","institution_ids":["https://openalex.org/I160977438"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1058","last_page":"1064"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13608","display_name":"Advanced Computational Techniques in Science and Engineering","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13608","display_name":"Advanced Computational Techniques in Science and Engineering","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9571999907493591,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13650","display_name":"Computational Physics and Python Applications","score":0.953000009059906,"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":0.8672994375228882},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.7739198207855225},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5509219169616699},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.538021445274353},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5234954953193665},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5096890926361084},{"id":"https://openalex.org/keywords/speech-technology","display_name":"Speech technology","score":0.4742507040500641},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4459366798400879},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42445603013038635},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.4183037579059601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4161643981933594},{"id":"https://openalex.org/keywords/speech-processing","display_name":"Speech processing","score":0.3833048939704895},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23396402597427368}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8672994375228882},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.7739198207855225},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5509219169616699},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.538021445274353},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5234954953193665},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5096890926361084},{"id":"https://openalex.org/C504749915","wikidata":"https://www.wikidata.org/wiki/Q9010971","display_name":"Speech technology","level":3,"score":0.4742507040500641},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4459366798400879},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42445603013038635},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.4183037579059601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4161643981933594},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.3833048939704895},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23396402597427368},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs58523.2023.10348808","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs58523.2023.10348808","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1991208200","https://openalex.org/W2768087430","https://openalex.org/W2780179792","https://openalex.org/W2793135572","https://openalex.org/W2816944552","https://openalex.org/W2901218576","https://openalex.org/W2912581782","https://openalex.org/W2914479212","https://openalex.org/W2919905642","https://openalex.org/W2941048526","https://openalex.org/W2980584869","https://openalex.org/W3031948080","https://openalex.org/W3036658444","https://openalex.org/W3084881902","https://openalex.org/W3129770188","https://openalex.org/W3132813756","https://openalex.org/W3134187040","https://openalex.org/W3146454023","https://openalex.org/W3165393288","https://openalex.org/W3198660576","https://openalex.org/W3214974523","https://openalex.org/W3216623900","https://openalex.org/W4206378274","https://openalex.org/W4307021470","https://openalex.org/W6791261095","https://openalex.org/W6796130779"],"related_works":["https://openalex.org/W2099475353","https://openalex.org/W2556771176","https://openalex.org/W1966028611","https://openalex.org/W2640905660","https://openalex.org/W2568050604","https://openalex.org/W2402949781","https://openalex.org/W2048673468","https://openalex.org/W3107456284","https://openalex.org/W642007152","https://openalex.org/W2105439218"],"abstract_inverted_index":{"This":[0],"paper":[1],"dwells":[2],"upon":[3],"the":[4,7,11,16,29,37,56,62,69,84,90],"solution":[5],"of":[6,9,58,86],"task":[8],"creating":[10],"voice":[12,30],"assistant":[13],"to":[14,45],"control":[15],"personal":[17],"computer":[18],"based":[19],"on":[20],"Windows":[21],"in":[22],"English":[23],"using":[24],"third-party":[25],"language":[26],"engines":[27],"and":[28,40,67,100],"recognition":[31],"models.":[32],"The":[33,49,74],"Python":[34],"programming":[35],"language,":[36],"Speech":[38],"Recognition":[39],"PyTorch":[41],"library":[42],"are":[43],"used":[44],"solve":[46],"this":[47,87],"problem.":[48],"article":[50],"analyzes":[51,68],"similar":[52],"programs,":[53],"tells":[54],"about":[55],"stages":[57],"software":[59],"development,":[60],"demonstrates":[61],"program":[63],"demo":[64],"version":[65],"example":[66],"prospects":[70],"for":[71,77],"project":[72],"work.":[73],"created":[75],"model":[76],"speech":[78],"recognition,":[79],"which":[80],"was":[81],"developed":[82],"during":[83],"implementation":[85],"research":[88],"has":[89],"following":[91],"results":[92],"as":[93],"average":[94,97,101],"loss":[95],"0.4305,":[96],"WER":[98],"0.3428":[99],"CER":[102],"0.121629.":[103]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}