{"id":"https://openalex.org/W2944693135","doi":"https://doi.org/10.1109/iscslp.2018.8706599","title":"Microphone Array Acoustic Source Localization system based on Deep Learning","display_name":"Microphone Array Acoustic Source Localization system based on Deep Learning","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2944693135","doi":"https://doi.org/10.1109/iscslp.2018.8706599","mag":"2944693135"},"language":"en","primary_location":{"id":"doi:10.1109/iscslp.2018.8706599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp.2018.8706599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP)","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/A5102327700","display_name":"Junhao Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junhao Ding","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058025888","display_name":"Bin Ren","orcid":"https://orcid.org/0000-0002-4116-5237"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Ren","raw_affiliation_strings":["School of Electrical Engineering & Intelligentization, Dongguan University of Technology, Dongguan, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering & Intelligentization, Dongguan University of Technology, Dongguan, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078485183","display_name":"Nengheng Zheng","orcid":"https://orcid.org/0000-0002-4493-1160"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nengheng Zheng","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102327700"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.1651,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.50752503,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"409","last_page":"413"},"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/T11309","display_name":"Music and Audio Processing","score":0.9962999820709229,"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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7439368367195129},{"id":"https://openalex.org/keywords/reverberation","display_name":"Reverberation","score":0.6871410608291626},{"id":"https://openalex.org/keywords/microphone-array","display_name":"Microphone array","score":0.6653555631637573},{"id":"https://openalex.org/keywords/acoustic-source-localization","display_name":"Acoustic source localization","score":0.6448096036911011},{"id":"https://openalex.org/keywords/microphone","display_name":"Microphone","score":0.6294131875038147},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5184685587882996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5174344182014465},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.48281869292259216},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.47833916544914246},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47722533345222473},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4674457311630249},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4381808042526245},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4185529947280884},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41380608081817627},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4044070839881897},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.347719669342041},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.22747185826301575},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.11544457077980042}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7439368367195129},{"id":"https://openalex.org/C95851461","wikidata":"https://www.wikidata.org/wiki/Q468809","display_name":"Reverberation","level":2,"score":0.6871410608291626},{"id":"https://openalex.org/C2778806681","wikidata":"https://www.wikidata.org/wiki/Q907293","display_name":"Microphone array","level":4,"score":0.6653555631637573},{"id":"https://openalex.org/C93240960","wikidata":"https://www.wikidata.org/wiki/Q217270","display_name":"Acoustic source localization","level":3,"score":0.6448096036911011},{"id":"https://openalex.org/C2778263558","wikidata":"https://www.wikidata.org/wiki/Q46384","display_name":"Microphone","level":3,"score":0.6294131875038147},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5184685587882996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5174344182014465},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.48281869292259216},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.47833916544914246},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47722533345222473},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4674457311630249},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4381808042526245},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4185529947280884},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41380608081817627},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4044070839881897},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.347719669342041},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.22747185826301575},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.11544457077980042},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C68115822","wikidata":"https://www.wikidata.org/wiki/Q1068172","display_name":"Sound pressure","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscslp.2018.8706599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscslp.2018.8706599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 11th International Symposium on Chinese Spoken Language Processing (ISCSLP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1559975096","https://openalex.org/W1910622296","https://openalex.org/W1985740540","https://openalex.org/W2018725263","https://openalex.org/W2035040439","https://openalex.org/W2045956438","https://openalex.org/W2061074721","https://openalex.org/W2087231883","https://openalex.org/W2095425552","https://openalex.org/W2095933505","https://openalex.org/W2110412069","https://openalex.org/W2117678320","https://openalex.org/W2294088583","https://openalex.org/W2314859257","https://openalex.org/W2407480574","https://openalex.org/W2549450702","https://openalex.org/W2551990143","https://openalex.org/W2553950137","https://openalex.org/W2765962757","https://openalex.org/W2963064586","https://openalex.org/W6729800035"],"related_works":["https://openalex.org/W1562475690","https://openalex.org/W1488529827","https://openalex.org/W4389082013","https://openalex.org/W1879255185","https://openalex.org/W2120442551","https://openalex.org/W2769861442","https://openalex.org/W1980506188","https://openalex.org/W2900122540","https://openalex.org/W4240587264","https://openalex.org/W2011788874"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,65,99],"microphone":[4],"array":[5,28],"sound":[6,92],"source":[7,20],"localization":[8,21,36],"system":[9,84,134,152],"based":[10,24,70,151],"on":[11,25],"deep":[12,66],"learning":[13],"algorithms.":[14],"Currently,":[15],"the":[16,26,39,44,73,82,88,110,113,129,132,138,149],"most":[17],"popular":[18],"acoustic":[19,41],"algorithms":[22,75],"are":[23,124],"traditional":[27,74],"signal":[29],"processing":[30],"methods.":[31],"These":[32],"methods":[33],"have":[34],"good":[35],"performance":[37,130],"in":[38,48,135],"ideal":[40],"environment.":[42],"However,":[43],"performances":[45],"degraded":[46],"significantly":[47],"low":[49,157],"signal-to-noise":[50],"ratio":[51],"(SNR)":[52],"and":[53],"strong":[54],"reverberation":[55],"environments.":[56],"To":[57],"deal":[58],"with":[59,76,137],"this":[60,62],"problem,":[61],"study":[63],"developed":[64],"neural":[67],"network":[68],"(DNN)":[69],"system.":[71],"Unlike":[72],"poor":[77],"adaptability":[78],"to":[79,127],"environmental":[80],"conditions,":[81],"proposed":[83,133],"can":[85,106],"automatically":[86],"learn":[87],"spatial":[89],"information":[90,111],"of":[91,102,112,122,131],"sources":[93],"under":[94,156],"various":[95],"conditions":[96],"through":[97],"training":[98],"large":[100],"amount":[101],"data.":[103],"Furthermore,":[104],"it":[105],"fully":[107],"utilize":[108],"all":[109],"original":[114],"data":[115],"without":[116],"additional":[117],"feature":[118],"extraction.":[119],"A":[120],"set":[121],"experiments":[123],"carried":[125],"out":[126],"evaluate":[128],"comparison":[136],"generalized":[139],"cross":[140],"correlation":[141],"phase":[142],"transform":[143],"(GCC-PHAT)":[144],"method.":[145],"Results":[146],"verify":[147],"that":[148],"DNN":[150],"achieves":[153],"higher":[154],"accuracy":[155],"SNR":[158],"conditions.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
