{"id":"https://openalex.org/W7164850649","doi":"https://doi.org/10.1145/3810214","title":"Exploring and Addressing Low-Quality Auxiliary Modality in Earable Dual-microphone Speech Enhancement","display_name":"Exploring and Addressing Low-Quality Auxiliary Modality in Earable Dual-microphone Speech Enhancement","publication_year":2026,"publication_date":"2026-06-15","ids":{"openalex":"https://openalex.org/W7164850649","doi":"https://doi.org/10.1145/3810214"},"language":"en","primary_location":{"id":"doi:10.1145/3810214","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3810214","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1145/3810214","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006962629","display_name":"Feiyu Han","orcid":"https://orcid.org/0000-0002-7555-1232"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feiyu Han","raw_affiliation_strings":["Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-7555-1232","affiliations":[{"raw_affiliation_string":"Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084562465","display_name":"Dawei Yan","orcid":"https://orcid.org/0000-0002-9848-3017"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dawei Yan","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China and Hebei University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-9848-3017","affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China and Hebei University, Baoding, China","institution_ids":["https://openalex.org/I126520041","https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079450948","display_name":"Shanyue Wang","orcid":"https://orcid.org/0009-0008-5453-7379"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shanyue Wang","raw_affiliation_strings":["School of Computer Science and Technology, University of Science and Technology of China, Hefei, China, The Hong Kong Polytechnic University, Hong Kong, China and Beihang University Hangzhou Innovation Institute, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0008-5453-7379","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, University of Science and Technology of China, Hefei, China, The Hong Kong Polytechnic University, Hong Kong, China and Beihang University Hangzhou Innovation Institute, Hangzhou, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100928377","display_name":"Jinyang Huang","orcid":"https://orcid.org/0000-0001-5483-2812"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyang Huang","raw_affiliation_strings":["School of Computer and Information and Key Laboratory of Knowledge Engineering with Big Data/ Hefei University of Technology/ S2AC Laboratory, Hefei University of Technology, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0001-5483-2812","affiliations":[{"raw_affiliation_string":"School of Computer and Information and Key Laboratory of Knowledge Engineering with Big Data/ Hefei University of Technology/ S2AC Laboratory, Hefei University of Technology, Hefei, Anhui, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058305029","display_name":"Yuanhao Feng","orcid":"https://orcid.org/0000-0003-3969-9472"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yuanhao Feng","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China, The University of Electro-Communications, Tokyo, Japan and Deqing Alpha Innovation Research Institute, Huzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3969-9472","affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong, China, The University of Electro-Communications, Tokyo, Japan and Deqing Alpha Innovation Research Institute, Huzhou, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087967463","display_name":"Panlong Yang","orcid":"https://orcid.org/0000-0003-1057-2793"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]},{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Panlong Yang","raw_affiliation_strings":["School of Computer Science and the School of Cyber Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0003-1057-2793","affiliations":[{"raw_affiliation_string":"School of Computer Science and the School of Cyber Science and Engineering, Nanjing University of Information Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I200845125","https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77997365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":"2","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9855999946594238,"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":0.9855999946594238,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10283","display_name":"Hearing Loss and Rehabilitation","score":0.0017000000225380063,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/speech-enhancement","display_name":"Speech enhancement","score":0.7414000034332275},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4982999861240387},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.4334000051021576},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.4237000048160553},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3953000009059906},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.3944999873638153},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.392300009727478}],"concepts":[{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.7414000034332275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7023000121116638},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5412999987602234},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4982999861240387},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.4334000051021576},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.4237000048160553},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3953000009059906},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.3944999873638153},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.37599998712539673},{"id":"https://openalex.org/C204201278","wikidata":"https://www.wikidata.org/wiki/Q1332614","display_name":"Voice activity detection","level":3,"score":0.36959999799728394},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.3353999853134155},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.3303000032901764},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.29269999265670776},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.2648000121116638}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3810214","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3810214","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3810214","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3810214","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5948519110679626,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3810778158","display_name":null,"funder_award_id":"62502214","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W2052666245","https://openalex.org/W2159722718","https://openalex.org/W2584483805","https://openalex.org/W2765335098","https://openalex.org/W2884585870","https://openalex.org/W2922332774","https://openalex.org/W2972011662","https://openalex.org/W2972759272","https://openalex.org/W2998161426","https://openalex.org/W3025051662","https://openalex.org/W3097945073","https://openalex.org/W3140645045","https://openalex.org/W3151244818","https://openalex.org/W3154668949","https://openalex.org/W3213319487","https://openalex.org/W4245919820","https://openalex.org/W4283017238","https://openalex.org/W4283031696","https://openalex.org/W4284884132","https://openalex.org/W4284889257","https://openalex.org/W4285815056","https://openalex.org/W4294891775","https://openalex.org/W4294892047","https://openalex.org/W4300824008","https://openalex.org/W4312910656","https://openalex.org/W4322731291","https://openalex.org/W4372259751","https://openalex.org/W4380928279","https://openalex.org/W4384695509","https://openalex.org/W4385708165","https://openalex.org/W4386260642","https://openalex.org/W4387835420","https://openalex.org/W4389497224","https://openalex.org/W4390798774","https://openalex.org/W4390829738","https://openalex.org/W4392519719","https://openalex.org/W4396599905","https://openalex.org/W4396827044","https://openalex.org/W4396918869","https://openalex.org/W4396919519","https://openalex.org/W4402349786","https://openalex.org/W4404585472","https://openalex.org/W4405760712","https://openalex.org/W4406457668","https://openalex.org/W4408147558","https://openalex.org/W4408182832","https://openalex.org/W4408354639","https://openalex.org/W4416693257"],"related_works":[],"abstract_inverted_index":{"To":[0,101],"enhance":[1],"the":[2,27,60,63,86,125,134,156,188,202],"speech":[3,11,43,54,98,111],"clarity":[4],"in":[5,62,97,175],"earable":[6],"voice":[7],"interaction":[8],"scenarios,":[9],"dual-microphone":[10,32],"enhancement":[12,99,112],"(SE)":[13],"techniques":[14,34,168],"with":[15],"collaboration":[16],"of":[17,88,128,136,159,177],"in-ear":[18,42,89,129],"and":[19,118,149,173,181],"out-ear":[20],"microphones":[21],"have":[22],"garnered":[23],"significant":[24,95],"attention":[25],"from":[26],"research":[28],"community.":[29],"Nevertheless,":[30],"existing":[31],"SE":[33],"are":[35],"established":[36],"on":[37,133],"a":[38,71,94,142],"strong":[39],"assumption:":[40],"high-quality":[41],"(auxiliary":[44],"modality)":[45,56],"could":[46],"provide":[47],"efficient":[48,109],"complementary":[49,121],"information":[50,122],"to":[51,93,154],"target":[52],"airborne":[53],"(primary":[55],",":[57],"which":[58,116],"decreases":[59],"adaptation":[61],"real":[64],"world.":[65],"In":[66],"our":[67],"work,":[68],"we":[69,106,184],"explore":[70],"key":[72],"observation":[73],"that":[74,164,187],"air":[75],"pressure":[76],"imbalance":[77],"caused":[78],"by":[79,123,140,169],"ear":[80],"canal":[81],"deformation":[82],"(ECD)":[83],"adversely":[84],"affects":[85],"quality":[87,126],"speech,":[90],"subsequently":[91],"leading":[92],"degradation":[96],"performance.":[100,204],"address":[102],"this":[103],"bottleneck":[104],"issue,":[105],"design":[107],"an":[108],"quality-aware":[110,146,190],"solution,":[113],"named":[114],"QuaSE,":[115],"efficiently":[117],"dynamically":[119],"fuses":[120],"assessing":[124],"variations":[127],"speech.":[130],"Additionally,":[131],"based":[132],"analysis":[135],"spectral":[137],"distortion":[138],"induced":[139],"ECD,":[141],"training":[143],"strategy":[144,192],"including":[145],"data":[147],"selection":[148],"content-aware":[150],"augmentation":[151],"is":[152],"designed":[153],"improve":[155],"generalization":[157],"capability":[158],"QuaSE.":[160],"Extensive":[161],"experiments":[162],"demonstrate":[163],"QuaSE":[165],"outperforms":[166],"state-of-the-art":[167],"6.27%,":[170],"4.54%,":[171],"14.90%,":[172],"11.93%":[174],"terms":[176],"PESQ,":[178],"STOI,":[179],"SI-SDR,":[180],"SegSNR.":[182],"Moreover,":[183],"also":[185],"validate":[186],"proposed":[189],"fusion":[191,203],"can":[193],"be":[194],"modularly":[195],"integrated":[196],"into":[197],"other":[198],"sensing":[199],"tasks,":[200],"improving":[201]},"counts_by_year":[],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2026-06-16T00:00:00"}
