{"id":"https://openalex.org/W4304587349","doi":"https://doi.org/10.3390/info13100492","title":"Language Identification-Based Evaluation of Single Channel Speech Separation of Overlapped Speeches","display_name":"Language Identification-Based Evaluation of Single Channel Speech Separation of Overlapped Speeches","publication_year":2022,"publication_date":"2022-10-11","ids":{"openalex":"https://openalex.org/W4304587349","doi":"https://doi.org/10.3390/info13100492"},"language":"en","primary_location":{"id":"doi:10.3390/info13100492","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13100492","pdf_url":"https://www.mdpi.com/2078-2489/13/10/492/pdf?version=1666698338","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/10/492/pdf?version=1666698338","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024634919","display_name":"Zuhragvl Aysa","orcid":"https://orcid.org/0000-0001-9448-3063"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuhragvl Aysa","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023562009","display_name":"Mijit Ablimit","orcid":"https://orcid.org/0009-0008-0781-4150"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mijit Ablimit","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040465096","display_name":"Hankiz Yilahun","orcid":"https://orcid.org/0009-0004-8548-678X"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hankiz Yilahun","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075133420","display_name":"Askar Hamdulla","orcid":"https://orcid.org/0000-0002-2321-308X"},"institutions":[{"id":"https://openalex.org/I96908189","display_name":"Xinjiang University","ror":"https://ror.org/059gw8r13","country_code":"CN","type":"education","lineage":["https://openalex.org/I96908189"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Askar Hamdulla","raw_affiliation_strings":["College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China"],"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Xinjiang University, Urumqi 830017, China","institution_ids":["https://openalex.org/I96908189"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023562009"],"corresponding_institution_ids":["https://openalex.org/I96908189"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.5947,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64882048,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"13","issue":"10","first_page":"492","last_page":"492"},"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/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"}},{"id":"https://openalex.org/T11309","display_name":"Music and Audio Processing","score":0.9990000128746033,"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/computer-science","display_name":"Computer science","score":0.7884712219238281},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7272802591323853},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.6188501715660095},{"id":"https://openalex.org/keywords/separation","display_name":"Separation (statistics)","score":0.6036238074302673},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.566495418548584},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5177918672561646},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5168314576148987},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.44050875306129456},{"id":"https://openalex.org/keywords/speaker-recognition","display_name":"Speaker recognition","score":0.42455875873565674},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.4245487451553345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41601449251174927},{"id":"https://openalex.org/keywords/language-identification","display_name":"Language identification","score":0.4141228199005127},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.37052273750305176},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.2767978310585022},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1440894603729248},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08972698450088501},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0758163332939148}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7884712219238281},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7272802591323853},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.6188501715660095},{"id":"https://openalex.org/C2776061190","wikidata":"https://www.wikidata.org/wiki/Q7451805","display_name":"Separation (statistics)","level":2,"score":0.6036238074302673},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.566495418548584},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5177918672561646},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5168314576148987},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.44050875306129456},{"id":"https://openalex.org/C133892786","wikidata":"https://www.wikidata.org/wiki/Q1145189","display_name":"Speaker recognition","level":2,"score":0.42455875873565674},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.4245487451553345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41601449251174927},{"id":"https://openalex.org/C129792486","wikidata":"https://www.wikidata.org/wiki/Q1050419","display_name":"Language identification","level":3,"score":0.4141228199005127},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.37052273750305176},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2767978310585022},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1440894603729248},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08972698450088501},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0758163332939148},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info13100492","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13100492","pdf_url":"https://www.mdpi.com/2078-2489/13/10/492/pdf?version=1666698338","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:cfd33a718653480e80f2d0bb19c4bb86","is_oa":true,"landing_page_url":"https://doaj.org/article/cfd33a718653480e80f2d0bb19c4bb86","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 10, p 492 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/10/492/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13100492","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 13; Issue 10; Pages: 492","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info13100492","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13100492","pdf_url":"https://www.mdpi.com/2078-2489/13/10/492/pdf?version=1666698338","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4399999976158142,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4599946168","display_name":null,"funder_award_id":"2021-JCJQ-JJ-0059","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7506227641","display_name":null,"funder_award_id":"U2003207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7771671174","display_name":null,"funder_award_id":"200320","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G93482757","display_name":null,"funder_award_id":"2003207","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304587349.pdf","grobid_xml":"https://content.openalex.org/works/W4304587349.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W2056119007","https://openalex.org/W2069681747","https://openalex.org/W2099625016","https://openalex.org/W2108384452","https://openalex.org/W2146194791","https://openalex.org/W2221409856","https://openalex.org/W2259317772","https://openalex.org/W2371039490","https://openalex.org/W2395544453","https://openalex.org/W2408021097","https://openalex.org/W2460742184","https://openalex.org/W2515090196","https://openalex.org/W2518527613","https://openalex.org/W2558649592","https://openalex.org/W2749006664","https://openalex.org/W2806685047","https://openalex.org/W2807627734","https://openalex.org/W2937484199","https://openalex.org/W2952218014","https://openalex.org/W2962935966","https://openalex.org/W2963032538","https://openalex.org/W2972460025","https://openalex.org/W2979578510","https://openalex.org/W3015199127","https://openalex.org/W3022073510","https://openalex.org/W3049226960","https://openalex.org/W3096758241","https://openalex.org/W3097857565","https://openalex.org/W3098805155","https://openalex.org/W3099330747","https://openalex.org/W3120607380","https://openalex.org/W3160903688","https://openalex.org/W3163652268","https://openalex.org/W3197669134","https://openalex.org/W4296068589"],"related_works":["https://openalex.org/W2901286616","https://openalex.org/W2291461084","https://openalex.org/W2050882094","https://openalex.org/W1998541766","https://openalex.org/W2262900283","https://openalex.org/W1985349217","https://openalex.org/W2098508228","https://openalex.org/W2624072012","https://openalex.org/W1508853749","https://openalex.org/W69308499"],"abstract_inverted_index":{"In":[0,15,90],"multi-lingual,":[1],"multi-speaker":[2],"environments":[3],"(e.g.,":[4],"international":[5],"conference":[6],"scenarios),":[7],"speech,":[8,117],"language,":[9],"and":[10,103,109,156,200],"background":[11],"sounds":[12],"can":[13,38],"overlap.":[14],"real-world":[16],"scenarios,":[17],"source":[18],"separation":[19,43,58,102,112,134,140],"techniques":[20],"are":[21,59],"needed":[22],"to":[23,45,123,128],"separate":[24],"target":[25],"sounds.":[26],"Downstream":[27],"tasks,":[28],"such":[29],"as":[30,71],"ASR,":[31],"speaker":[32],"recognition,":[33,35],"speech":[34,42,101,120,133,139,166,180],"VAD,":[36],"etc.,":[37],"be":[39,80],"combined":[40,100,169],"with":[41,143],"tasks":[44],"gain":[46],"a":[47,95,124,137,157],"better":[48],"understanding.":[49],"Since":[50],"most":[51],"of":[52,86,114,165,171],"the":[53,67,77,84,87,111,118,146,183,208],"evaluation":[54,74],"methods":[55],"for":[56,177],"monophonic":[57],"either":[60],"single":[61],"or":[62],"subjective,":[63],"this":[64,91],"paper":[65],"used":[66,151],"downstream":[68,88],"recognition":[69,205],"task":[70],"an":[72,152],"overall":[73],"criterion.":[75],"Thus,":[76],"performance":[78,113],"could":[79],"directly":[81,161],"evaluated":[82,176],"by":[83,160],"metrics":[85],"task.":[89],"paper,":[92],"we":[93,150],"investigated":[94],"two-stage":[96],"training":[97],"scheme":[98],"that":[99],"language":[104,125,147,184],"identification":[105,126,148,185],"tasks.":[106],"To":[107],"analyze":[108],"optimize":[110],"single-channel":[115,138],"overlapping":[116,179],"separated":[119],"was":[121,136,175,188],"fed":[122],"engine":[127],"evaluate":[129],"its":[130],"accuracy.":[131],"The":[132,168],"model":[135,187],"network":[141,186],"trained":[142],"WSJ0-2mix.":[144],"For":[145],"system,":[149],"Oriental":[153],"Language":[154],"Dataset":[155],"dataset":[158],"synthesized":[159],"mixing":[162],"different":[163],"proportions":[164],"groups.":[167],"effect":[170],"these":[172],"two":[173],"models":[174],"various":[178],"scenarios.":[181],"When":[182],"based":[189],"on":[190],"single-person":[191],"single-speech":[192],"frequency":[193],"spectrum":[194],"features,":[195],"Chinese,":[196],"Japanese,":[197],"Korean,":[198],"Indonesian,":[199],"Vietnamese":[201],"had":[202],"significantly":[203],"improved":[204],"results":[206],"over":[207],"mixed":[209],"audio":[210],"spectrum.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2022-10-12T00:00:00"}