{"id":"https://openalex.org/W2939009640","doi":"https://doi.org/10.1109/icassp.2019.8683570","title":"Head Related Impulse Response Interpolation and Extrapolation Using Deep Belief Networks","display_name":"Head Related Impulse Response Interpolation and Extrapolation Using Deep Belief Networks","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2939009640","doi":"https://doi.org/10.1109/icassp.2019.8683570","mag":"2939009640"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8683570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5016347360","display_name":"Grady Kestler","orcid":"https://orcid.org/0000-0003-4628-0995"},"institutions":[{"id":"https://openalex.org/I19268510","display_name":"Qualcomm (United Kingdom)","ror":"https://ror.org/04d3djg48","country_code":"GB","type":"company","lineage":["https://openalex.org/I19268510","https://openalex.org/I4210087596"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Grady Kestler","raw_affiliation_strings":["Department of Electrical Engineering, Qualcomm Institute at UC San Diego"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qualcomm Institute at UC San Diego","institution_ids":["https://openalex.org/I19268510"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038146923","display_name":"Shahrokh Yadegari","orcid":"https://orcid.org/0000-0001-7617-2325"},"institutions":[{"id":"https://openalex.org/I19268510","display_name":"Qualcomm (United Kingdom)","ror":"https://ror.org/04d3djg48","country_code":"GB","type":"company","lineage":["https://openalex.org/I19268510","https://openalex.org/I4210087596"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shahrokh Yadegari","raw_affiliation_strings":["Department of Music, Qualcomm Institute at UC San Diego"],"affiliations":[{"raw_affiliation_string":"Department of Music, Qualcomm Institute at UC San Diego","institution_ids":["https://openalex.org/I19268510"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007586881","display_name":"D. Nahamoo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David Nahamoo","raw_affiliation_strings":["Pryon"],"affiliations":[{"raw_affiliation_string":"Pryon","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016347360"],"corresponding_institution_ids":["https://openalex.org/I19268510"],"apc_list":null,"apc_paid":null,"fwci":0.2432,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.52356976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"266","last_page":"270"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9984999895095825,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/extrapolation","display_name":"Extrapolation","score":0.9371864795684814},{"id":"https://openalex.org/keywords/head-related-transfer-function","display_name":"Head-related transfer function","score":0.8101444244384766},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.7251387238502502},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.7163517475128174},{"id":"https://openalex.org/keywords/impulse-response","display_name":"Impulse response","score":0.6895318031311035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6313368678092957},{"id":"https://openalex.org/keywords/attenuation","display_name":"Attenuation","score":0.5919920802116394},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5416562557220459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5394080877304077},{"id":"https://openalex.org/keywords/linear-interpolation","display_name":"Linear interpolation","score":0.5131838917732239},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3901267945766449},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36337417364120483},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3356831669807434},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.2891727089881897},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26850515604019165},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11102402210235596},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10749685764312744},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.09754854440689087},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08558839559555054},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08538424968719482}],"concepts":[{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.9371864795684814},{"id":"https://openalex.org/C151382886","wikidata":"https://www.wikidata.org/wiki/Q1432854","display_name":"Head-related transfer function","level":3,"score":0.8101444244384766},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.7251387238502502},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.7163517475128174},{"id":"https://openalex.org/C72279823","wikidata":"https://www.wikidata.org/wiki/Q1139726","display_name":"Impulse response","level":2,"score":0.6895318031311035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6313368678092957},{"id":"https://openalex.org/C184652730","wikidata":"https://www.wikidata.org/wiki/Q2357982","display_name":"Attenuation","level":2,"score":0.5919920802116394},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5416562557220459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5394080877304077},{"id":"https://openalex.org/C171836373","wikidata":"https://www.wikidata.org/wiki/Q2266329","display_name":"Linear interpolation","level":3,"score":0.5131838917732239},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3901267945766449},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36337417364120483},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3356831669807434},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2891727089881897},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26850515604019165},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11102402210235596},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10749685764312744},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.09754854440689087},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08558839559555054},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08538424968719482},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0},{"id":"https://openalex.org/C201247586","wikidata":"https://www.wikidata.org/wiki/Q5612967","display_name":"Binaural recording","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2019.8683570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683570","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W222641635","https://openalex.org/W812211396","https://openalex.org/W1970989411","https://openalex.org/W1988425371","https://openalex.org/W2003478445","https://openalex.org/W2025919462","https://openalex.org/W2062801267","https://openalex.org/W2091609334","https://openalex.org/W2095926185","https://openalex.org/W2100495367","https://openalex.org/W2108668360","https://openalex.org/W2118594870","https://openalex.org/W2403099357","https://openalex.org/W2556112850","https://openalex.org/W3028163228","https://openalex.org/W6622858105","https://openalex.org/W6713426050","https://openalex.org/W6730604489"],"related_works":["https://openalex.org/W4248476026","https://openalex.org/W2065850375","https://openalex.org/W2078400235","https://openalex.org/W2439220085","https://openalex.org/W4210273584","https://openalex.org/W2371063555","https://openalex.org/W1523795085","https://openalex.org/W2001543242","https://openalex.org/W173173018","https://openalex.org/W2011320097"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3],"machine":[4],"learning":[5],"Deep":[6],"Belief":[7],"Network":[8],"technique":[9],"for":[10,31,64,87],"interpolation":[11],"and":[12,42,56,72],"extrapolation":[13],"of":[14,29,61,77],"HRTF":[15,48],"(Head":[16],"Related":[17],"Transfer":[18],"Function)":[19],"databases.":[20],"In":[21],"this":[22],"technique,":[23],"we":[24,35],"decouple":[25],"the":[26,37,46,52,58,62,65,70,91],"stereo":[27],"pair":[28],"HRTFs":[30],"each":[32],"ear.":[33],"Furthermore,":[34],"remove":[36],"inter-aural":[38],"time":[39],"differences":[40],"(ITD)":[41],"distance":[43],"attenuation":[44],"from":[45],"recorded":[47],"measurements":[49],"such":[50],"that":[51],"DBNs":[53],"only":[54],"interpolate":[55],"extrapolate":[57],"spectrum":[59],"filtering":[60],"audio":[63],"two":[66],"ears.":[67],"Testing":[68],"on":[69],"CIPIC":[71],"SCUT":[73],"databases":[74],"produces":[75],"results":[76],"an":[78],"average":[79],"log":[80],"spectral":[81],"distortion":[82],"less":[83],"than":[84],"3":[85],"dB":[86],"all":[88],"points":[89],"around":[90],"head.":[92]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
