{"id":"https://openalex.org/W1992879732","doi":"https://doi.org/10.1109/taslp.2014.2361023","title":"Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks","display_name":"Binaural Classification for Reverberant Speech Segregation Using Deep Neural Networks","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1992879732","doi":"https://doi.org/10.1109/taslp.2014.2361023","mag":"1992879732"},"language":"en","primary_location":{"id":"doi:10.1109/taslp.2014.2361023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2014.2361023","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-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/A5101528597","display_name":"Yi Jiang","orcid":"https://orcid.org/0000-0003-1388-0142"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Jiang","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051837453","display_name":"DeLiang Wang","orcid":"https://orcid.org/0000-0001-8195-6319"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"DeLiang Wang","raw_affiliation_strings":["Department of Computer Science, The Ohio State University, Columbus, Ohio, USA","Department of Computer Science and Engineering and Center for Cognitive and Brain Sciences, The Ohio State University, Columbus, Ohio, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, The Ohio State University, Columbus, Ohio, USA","institution_ids":["https://openalex.org/I52357470"]},{"raw_affiliation_string":"Department of Computer Science and Engineering and Center for Cognitive and Brain Sciences, The Ohio State University, Columbus, Ohio, USA","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034981144","display_name":"Runsheng Liu","orcid":"https://orcid.org/0009-0005-0591-4770"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"RunSheng Liu","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100296340","display_name":"Zhenming Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"ZhenMing Feng","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, CHINA#TAB#","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.5584,"has_fulltext":false,"cited_by_count":119,"citation_normalized_percentile":{"value":0.98518346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"12","first_page":"2112","last_page":"2121"},"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/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.9998000264167786,"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/T10822","display_name":"Acoustic Wave Phenomena Research","score":0.998199999332428,"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/monaural","display_name":"Monaural","score":0.8893697261810303},{"id":"https://openalex.org/keywords/binaural-recording","display_name":"Binaural recording","score":0.855656087398529},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.7278532385826111},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6945855617523193},{"id":"https://openalex.org/keywords/reverberation","display_name":"Reverberation","score":0.6703404188156128},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5421534180641174},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48223695158958435},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4729081094264984},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4494566023349762},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4437546133995056},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4268091320991516},{"id":"https://openalex.org/keywords/background-noise","display_name":"Background noise","score":0.4100877642631531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3575955629348755},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.24175292253494263},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.2234439253807068},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1293087601661682}],"concepts":[{"id":"https://openalex.org/C102894143","wikidata":"https://www.wikidata.org/wiki/Q1323979","display_name":"Monaural","level":2,"score":0.8893697261810303},{"id":"https://openalex.org/C201247586","wikidata":"https://www.wikidata.org/wiki/Q5612967","display_name":"Binaural recording","level":2,"score":0.855656087398529},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.7278532385826111},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6945855617523193},{"id":"https://openalex.org/C95851461","wikidata":"https://www.wikidata.org/wiki/Q468809","display_name":"Reverberation","level":2,"score":0.6703404188156128},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5421534180641174},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48223695158958435},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4729081094264984},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4494566023349762},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4437546133995056},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4268091320991516},{"id":"https://openalex.org/C100675267","wikidata":"https://www.wikidata.org/wiki/Q1371624","display_name":"Background noise","level":2,"score":0.4100877642631531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3575955629348755},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.24175292253494263},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.2234439253807068},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1293087601661682},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/taslp.2014.2361023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taslp.2014.2361023","pdf_url":null,"source":{"id":"https://openalex.org/S4210169297","display_name":"IEEE/ACM Transactions on Audio Speech and Language Processing","issn_l":"2329-9290","issn":["2329-9290","2329-9304"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Audio, Speech, and Language Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5099999904632568,"id":"https://metadata.un.org/sdg/16"},{"display_name":"Reduced inequalities","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320336555","display_name":"Garron Family Cancer Centre","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W160800111","https://openalex.org/W285277413","https://openalex.org/W1575829986","https://openalex.org/W1581848821","https://openalex.org/W1963970749","https://openalex.org/W1974387177","https://openalex.org/W1979099822","https://openalex.org/W1987195864","https://openalex.org/W1989364685","https://openalex.org/W1992879732","https://openalex.org/W2005596566","https://openalex.org/W2027701650","https://openalex.org/W2027804983","https://openalex.org/W2034040413","https://openalex.org/W2038160282","https://openalex.org/W2042750879","https://openalex.org/W2044063703","https://openalex.org/W2057200980","https://openalex.org/W2057662515","https://openalex.org/W2057889776","https://openalex.org/W2060741034","https://openalex.org/W2061140267","https://openalex.org/W2066755975","https://openalex.org/W2085191029","https://openalex.org/W2111890897","https://openalex.org/W2114218864","https://openalex.org/W2117678320","https://openalex.org/W2122982914","https://openalex.org/W2129171989","https://openalex.org/W2131470542","https://openalex.org/W2132510525","https://openalex.org/W2134162816","https://openalex.org/W2136922672","https://openalex.org/W2139019327","https://openalex.org/W2149425615","https://openalex.org/W2150866759","https://openalex.org/W2168379380","https://openalex.org/W2403228223","https://openalex.org/W2561557072","https://openalex.org/W3127686677","https://openalex.org/W4232747912","https://openalex.org/W4256399001","https://openalex.org/W6676895149"],"related_works":["https://openalex.org/W2036157531","https://openalex.org/W4367280804","https://openalex.org/W1970883244","https://openalex.org/W2333494157","https://openalex.org/W2076135780","https://openalex.org/W2944394647","https://openalex.org/W1987603461","https://openalex.org/W2094382474","https://openalex.org/W4251652875","https://openalex.org/W2092882506"],"abstract_inverted_index":{"Speech":[0],"signal":[1],"degradation":[2],"in":[3,19,31,126],"real":[4],"environments":[5],"mainly":[6],"results":[7],"from":[8],"room":[9],"reverberation":[10],"and":[11,33,45,63,94,115,131],"concurrent":[12],"noise.":[13],"While":[14],"human":[15],"listening":[16],"is":[17,84],"robust":[18],"complex":[20],"auditory":[21,72],"scenes,":[22],"current":[23],"speech":[24,96],"segregation":[25,40,124],"algorithms":[26],"do":[27],"not":[28],"perform":[29],"well":[30],"noisy":[32],"reverberant":[34,132],"environments.":[35],"We":[36,105],"treat":[37],"the":[38,52,59,70],"binaural":[39,56,120],"problem":[41],"as":[42,69],"binary":[43],"classification,":[44],"employ":[46],"deep":[47],"neural":[48],"networks":[49],"(DNNs)":[50],"for":[51,74],"classification":[53,89,121],"task.":[54],"The":[55,76],"features":[57,73],"of":[58,79,129],"interaural":[60,64],"time":[61],"difference":[62,66],"level":[65],"are":[67,97],"used":[68,86],"main":[71],"classification.":[75],"monaural":[77],"feature":[78],"gammatone":[80],"frequency":[81],"cepstral":[82],"coefficients":[83],"also":[85],"to":[87,102,110],"improve":[88],"performance,":[90],"especially":[91],"when":[92],"interference":[93],"target":[95],"collocated":[98],"or":[99],"very":[100],"close":[101],"one":[103],"another.":[104],"systematically":[106],"examine":[107],"DNN":[108],"generalization":[109],"untrained":[111],"spatial":[112],"configurations.":[113],"Evaluations":[114],"comparisons":[116],"show":[117],"that":[118],"DNN-based":[119],"produces":[122],"superior":[123],"performance":[125],"a":[127],"variety":[128],"multisource":[130],"conditions.":[133]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":15},{"year":2018,"cited_by_count":21},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}