{"id":"https://openalex.org/W4200475614","doi":"https://doi.org/10.1109/wcsp52459.2021.9613483","title":"Isolated Words Recognition Algorithm Based on Deep Learning in Heliumspeech Unscrambling","display_name":"Isolated Words Recognition Algorithm Based on Deep Learning in Heliumspeech Unscrambling","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W4200475614","doi":"https://doi.org/10.1109/wcsp52459.2021.9613483"},"language":"en","primary_location":{"id":"doi:10.1109/wcsp52459.2021.9613483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp52459.2021.9613483","pdf_url":null,"source":{"id":"https://openalex.org/S4363607893","display_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","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/A5100351382","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-1218-2804"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["School of Information Science and Technology, Nantong University,Nantong,China","School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University,Nantong,China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100417608","display_name":"Dongmei Li","orcid":"https://orcid.org/0000-0002-2598-657X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongmei Li","raw_affiliation_strings":["School of Information Science and Technology, Nantong University,Nantong,China","School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University,Nantong,China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059864206","display_name":"Peixin Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peixin Yan","raw_affiliation_strings":["School of Information Science and Technology, Nantong University,Nantong,China","School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University,Nantong,China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102928988","display_name":"Shibing Zhang","orcid":"https://orcid.org/0000-0001-8836-376X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shibing Zhang","raw_affiliation_strings":["School of Information Science and Technology, Nantong University,Nantong,China","School of Information Science and Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Nantong University,Nantong,China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"School of Information Science and Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":0.648,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66765491,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11622","display_name":"Maritime Navigation and Safety","score":0.9417999982833862,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10201","display_name":"Speech Recognition and Synthesis","score":0.9408000111579895,"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/T11698","display_name":"Underwater Acoustics Research","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7907636165618896},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7180044651031494},{"id":"https://openalex.org/keywords/connectionism","display_name":"Connectionism","score":0.6494329571723938},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5867869257926941},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5728455185890198},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5561658143997192},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5525750517845154},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.5096988677978516},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.4906672239303589},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4769101142883301},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.47315987944602966},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.43918001651763916},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4266946017742157},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41205182671546936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09462124109268188},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.07521107792854309}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7907636165618896},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7180044651031494},{"id":"https://openalex.org/C8521452","wikidata":"https://www.wikidata.org/wiki/Q203790","display_name":"Connectionism","level":3,"score":0.6494329571723938},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5867869257926941},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5728455185890198},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5561658143997192},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5525750517845154},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.5096988677978516},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.4906672239303589},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4769101142883301},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.47315987944602966},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.43918001651763916},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4266946017742157},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41205182671546936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09462124109268188},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.07521107792854309},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcsp52459.2021.9613483","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcsp52459.2021.9613483","pdf_url":null,"source":{"id":"https://openalex.org/S4363607893","display_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Wireless Communications and Signal Processing (WCSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.4099999964237213,"display_name":"Life below water"}],"awards":[{"id":"https://openalex.org/G8255076322","display_name":null,"funder_award_id":"61771263,61871241","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1970584094","https://openalex.org/W2139713093","https://openalex.org/W2144499799","https://openalex.org/W2158787208","https://openalex.org/W2548511587","https://openalex.org/W2787376805","https://openalex.org/W2792106437","https://openalex.org/W2896092870","https://openalex.org/W2938359332","https://openalex.org/W2964188550","https://openalex.org/W2979415642","https://openalex.org/W2980874206","https://openalex.org/W3015457435","https://openalex.org/W3039496040","https://openalex.org/W3109354406","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W4312417841","https://openalex.org/W3166467183","https://openalex.org/W2997155179","https://openalex.org/W2738221750","https://openalex.org/W2732542196","https://openalex.org/W564581980","https://openalex.org/W3129634582","https://openalex.org/W3165266428","https://openalex.org/W3156786002","https://openalex.org/W4200475614"],"abstract_inverted_index":{"Heliumspeech,":[0],"language":[1],"spoken":[2],"by":[3],"divers":[4],"in":[5,28],"the":[6,21,62,69,72,82],"deep-sea":[7],"who":[8],"breathe":[9],"high-pressure":[10],"helium":[11],"oxygen":[12],"mixture,":[13],"is":[14,55,77,88],"almost":[15],"unintelligible.":[16],"This":[17],"paper":[18],"focuses":[19],"on":[20],"speech":[22,45,73],"recognition":[23,46,74],"technology":[24],"of":[25,71,84],"isolated":[26,86],"words":[27],"heliumspeech.":[29],"The":[30],"convolution":[31],"neural":[32,63],"network":[33,47,75],"(CNN),":[34],"connectionist":[35],"temporal":[36],"classification":[37],"(CTC)":[38],"and":[39,51,60,81],"transformer":[40],"are":[41],"combined":[42],"into":[43],"a":[44,52],"to":[48,58,79],"unscramble":[49],"heliumspeech,":[50],"heliumspeech":[53],"database":[54],"set":[56],"up":[57,78],"train":[59],"test":[61],"network.":[64],"Experimental":[65],"results":[66],"show":[67],"that":[68],"accuracy":[70,83],"proposed":[76],"91.38%,":[80],"each":[85],"word":[87],"more":[89],"than":[90],"90%.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}