{"id":"https://openalex.org/W3011270272","doi":"https://doi.org/10.1109/sii46433.2020.9025880","title":"Sound Source Localization Based on von-Mises-Bernoulli Deep Neural Network","display_name":"Sound Source Localization Based on von-Mises-Bernoulli Deep Neural Network","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3011270272","doi":"https://doi.org/10.1109/sii46433.2020.9025880","mag":"3011270272"},"language":"en","primary_location":{"id":"doi:10.1109/sii46433.2020.9025880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii46433.2020.9025880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/SICE International Symposium on System Integration (SII)","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/A5091708408","display_name":"Kazuhiro Nakadai","orcid":"https://orcid.org/0000-0002-6134-4558"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kazuhiro Nakadai","raw_affiliation_strings":["Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113961441","display_name":"Shungo Masaki","orcid":null},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shungo Masaki","raw_affiliation_strings":["Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013489463","display_name":"Ryosuke Kojima","orcid":"https://orcid.org/0000-0003-1095-8864"},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryosuke Kojima","raw_affiliation_strings":["Department of Biomedical Data Intelligence, Graduate School of Medicine, Kyoto University 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Data Intelligence, Graduate School of Medicine, Kyoto University 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, Japan","institution_ids":["https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018649614","display_name":"Osamu Sugiyama","orcid":"https://orcid.org/0000-0003-0190-1321"},"institutions":[{"id":"https://openalex.org/I4210150196","display_name":"Kyoto University Hospital","ror":"https://ror.org/04k6gr834","country_code":"JP","type":"healthcare","lineage":["https://openalex.org/I4210150196"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Osamu Sugiyama","raw_affiliation_strings":["Kyoto University Hospital 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Kyoto University Hospital 54 Kawahara-cho, Shogoin, Sakyo-ku, Kyoto, Japan","institution_ids":["https://openalex.org/I4210150196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003325000","display_name":"Katsutoshi Itoyama","orcid":"https://orcid.org/0000-0002-7098-3896"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Katsutoshi Itoyama","raw_affiliation_strings":["Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN","institution_ids":["https://openalex.org/I114531698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068958993","display_name":"Kenji Nishida","orcid":"https://orcid.org/0000-0003-4214-4005"},"institutions":[{"id":"https://openalex.org/I114531698","display_name":"Tokyo Institute of Technology","ror":"https://ror.org/0112mx960","country_code":"JP","type":"education","lineage":["https://openalex.org/I114531698"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kenji Nishida","raw_affiliation_strings":["Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Control Engineering, School of Engineering, Tokyo Institute of Technology 2-12-1 Ookayama, Meguro-ku, Tokyo, Tokyo, JAPAN","institution_ids":["https://openalex.org/I114531698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091708408"],"corresponding_institution_ids":["https://openalex.org/I114531698"],"apc_list":null,"apc_paid":null,"fwci":0.1515,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.39499671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"658","last_page":"663"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9998000264167786,"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":0.9998000264167786,"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/T11698","display_name":"Underwater Acoustics Research","score":0.9987999796867371,"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"}},{"id":"https://openalex.org/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9948999881744385,"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/bernoullis-principle","display_name":"Bernoulli's principle","score":0.784915030002594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6591712236404419},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5746579766273499},{"id":"https://openalex.org/keywords/bernoulli-distribution","display_name":"Bernoulli distribution","score":0.5017471313476562},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47025907039642334},{"id":"https://openalex.org/keywords/von-mises-yield-criterion","display_name":"von Mises yield criterion","score":0.4559623897075653},{"id":"https://openalex.org/keywords/acoustic-source-localization","display_name":"Acoustic source localization","score":0.43420684337615967},{"id":"https://openalex.org/keywords/boltzmann-machine","display_name":"Boltzmann machine","score":0.4279389977455139},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4146279990673065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37321770191192627},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3315250277519226},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3244134783744812},{"id":"https://openalex.org/keywords/sound","display_name":"Sound (geography)","score":0.30504757165908813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23603010177612305},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.14682060480117798},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12370625138282776},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.11374801397323608},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0676175057888031}],"concepts":[{"id":"https://openalex.org/C152361515","wikidata":"https://www.wikidata.org/wiki/Q181328","display_name":"Bernoulli's principle","level":2,"score":0.784915030002594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6591712236404419},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5746579766273499},{"id":"https://openalex.org/C27956954","wikidata":"https://www.wikidata.org/wiki/Q391371","display_name":"Bernoulli distribution","level":3,"score":0.5017471313476562},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47025907039642334},{"id":"https://openalex.org/C155165730","wikidata":"https://www.wikidata.org/wiki/Q1319519","display_name":"von Mises yield criterion","level":3,"score":0.4559623897075653},{"id":"https://openalex.org/C93240960","wikidata":"https://www.wikidata.org/wiki/Q217270","display_name":"Acoustic source localization","level":3,"score":0.43420684337615967},{"id":"https://openalex.org/C192576344","wikidata":"https://www.wikidata.org/wiki/Q194706","display_name":"Boltzmann machine","level":3,"score":0.4279389977455139},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4146279990673065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37321770191192627},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3315250277519226},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3244134783744812},{"id":"https://openalex.org/C203718221","wikidata":"https://www.wikidata.org/wiki/Q491713","display_name":"Sound (geography)","level":2,"score":0.30504757165908813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23603010177612305},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.14682060480117798},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12370625138282776},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.11374801397323608},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0676175057888031},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sii46433.2020.9025880","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sii46433.2020.9025880","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/SICE International Symposium on System Integration (SII)","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":15,"referenced_works":["https://openalex.org/W1983600173","https://openalex.org/W1998924366","https://openalex.org/W2024897398","https://openalex.org/W2029661668","https://openalex.org/W2109355036","https://openalex.org/W2113638573","https://openalex.org/W2124914669","https://openalex.org/W2403149086","https://openalex.org/W2592087066","https://openalex.org/W2592109325","https://openalex.org/W2787894218","https://openalex.org/W2962979155","https://openalex.org/W4246202668","https://openalex.org/W6678801095","https://openalex.org/W6748399145"],"related_works":["https://openalex.org/W2236428207","https://openalex.org/W4366387587","https://openalex.org/W2990035392","https://openalex.org/W2151706800","https://openalex.org/W2099646276","https://openalex.org/W1982788967","https://openalex.org/W4324123865","https://openalex.org/W2786287312","https://openalex.org/W4237517023","https://openalex.org/W2963585353"],"abstract_inverted_index":{"This":[0],"paper":[1],"addresses":[2],"the":[3,10,29,44,48,53,58,84],"learning":[4],"of":[5,52,122],"periodic":[6,71,90],"information":[7,72,92],"such":[8],"as":[9],"phase":[11,91],"for":[12,96,111,116],"deep":[13],"neural":[14],"networks":[15],"(DNN).":[16],"To":[17],"solve":[18],"this":[19,66],"problem,":[20],"we":[21,38,80],"propose":[22],"a":[23],"novel":[24],"activation":[25,45,60],"function":[26,46],"based":[27],"on":[28],"von":[30],"Mises":[31],"distribution":[32],"used":[33],"in":[34,47],"directional":[35],"statistics,":[36],"and":[37,114],"construct":[39],"von-Mises-Bernoulli":[40,86],"DNN":[41,56,87],"by":[42,73],"replacing":[43],"first":[49],"hidden":[50],"layer":[51],"conventional":[54],"Bernoulli-Bernoulli":[55],"with":[57],"proposed":[59],"function.":[61],"We":[62],"theoretically":[63],"validate":[64],"that":[65,83,103],"simple":[67],"change":[68],"can":[69,88],"handle":[70],"using":[74],"restricted":[75],"Boltzmann":[76],"machines.":[77],"In":[78],"addition,":[79],"practically":[81],"show":[82],"constructed":[85],"learn":[89],"through":[93],"numerical":[94],"simulation":[95],"sound":[97,104],"source":[98,105],"localization.":[99],"Experimental":[100],"results":[101],"showed":[102],"localization":[106],"accuracy":[107],"was":[108],"almost":[109],"100%":[110],"5\u00b0":[112],"resolution,":[113],"60%":[115],"1\u00b0":[117],"resolution":[118],"under":[119],"noise":[120],"condition":[121],"20":[123],"dB":[124],"signal-to-noise":[125],"ratio.":[126]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}