{"id":"https://openalex.org/W7137905732","doi":"https://doi.org/10.1007/s10489-026-07150-z","title":"DBMIF: a deep balanced multimodal iterative fusion framework for air- and bone-conduction speech enhancement","display_name":"DBMIF: a deep balanced multimodal iterative fusion framework for air- and bone-conduction speech enhancement","publication_year":2026,"publication_date":"2026-03-18","ids":{"openalex":"https://openalex.org/W7137905732","doi":"https://doi.org/10.1007/s10489-026-07150-z"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-026-07150-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-026-07150-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","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/A5123370873","display_name":"Yilei Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilei Wu","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":"https://orcid.org/0009-0001-3205-6266","affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086000146","display_name":"Changyan Zheng","orcid":"https://orcid.org/0000-0002-2088-9308"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]},{"id":"https://openalex.org/I66883779","display_name":"Weifang University","ror":"https://ror.org/01frp7483","country_code":"CN","type":"education","lineage":["https://openalex.org/I66883779"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changyan Zheng","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","High-tech Institute, Fan Gong-ting South Street on the 12th, Weifang, 261000, China","Institute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"High-tech Institute, Fan Gong-ting South Street on the 12th, Weifang, 261000, China","institution_ids":["https://openalex.org/I66883779"]},{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129651456","display_name":"Xingyu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Zhang","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129737409","display_name":"Yakun Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yakun Zhang","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129720944","display_name":"Chengshi Zheng","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210099069","display_name":"Institute of Acoustics","ror":"https://ror.org/00v8rqv75","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210099069"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]},{"id":"https://openalex.org/I66883779","display_name":"Weifang University","ror":"https://ror.org/01frp7483","country_code":"CN","type":"education","lineage":["https://openalex.org/I66883779"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengshi Zheng","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","High-tech Institute, Fan Gong-ting South Street on the 12th, Weifang, 261000, China","Institute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"High-tech Institute, Fan Gong-ting South Street on the 12th, Weifang, 261000, China","institution_ids":["https://openalex.org/I66883779"]},{"raw_affiliation_string":"Institute of Acoustics, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210099069","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129689573","display_name":"Shuang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Yang","raw_affiliation_strings":["Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing Technology, Chinese Academy of Sciences, Beijing, 100190, China","institution_ids":["https://openalex.org/I4210090176","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129734258","display_name":"Ye Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Yan","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5129704061","display_name":"Erwei Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I2802541053","display_name":"Academy of Military Medical Sciences","ror":"https://ror.org/02bv3c993","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2802541053"]},{"id":"https://openalex.org/I4210158522","display_name":"PLA Academy of Military Science","ror":"https://ror.org/05ct4s596","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210158522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erwei Yin","raw_affiliation_strings":["Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Defense Innovation Institute, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I2802541053"]},{"raw_affiliation_string":"Intelligent Game and Decision Laboratory, Academy of Military Sciences (AMS), Beijing, 100071, China","institution_ids":["https://openalex.org/I4210158522"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5129734258"],"corresponding_institution_ids":["https://openalex.org/I2802541053","https://openalex.org/I4210158522"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53390523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.6047999858856201,"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":0.6047999858856201,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.13379999995231628,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11448","display_name":"Face recognition and analysis","score":0.05350000038743019,"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/speech-enhancement","display_name":"Speech enhancement","score":0.8062000274658203},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5925999879837036},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.3359000086784363},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3312000036239624},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.31380000710487366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9156000018119812},{"id":"https://openalex.org/C2776182073","wikidata":"https://www.wikidata.org/wiki/Q7575395","display_name":"Speech enhancement","level":3,"score":0.8062000274658203},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5925999879837036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5546000003814697},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5508999824523926},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.3359000086784363},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.31380000710487366},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3077999949455261},{"id":"https://openalex.org/C2986800882","wikidata":"https://www.wikidata.org/wiki/Q7168187","display_name":"Performance enhancement","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C61328038","wikidata":"https://www.wikidata.org/wiki/Q3358061","display_name":"Speech processing","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.2888999879360199},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2590999901294708}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-026-07150-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-026-07150-z","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4563915033","display_name":null,"funder_award_id":"2023YFF1203900","funder_id":"https://openalex.org/F4320335774","funder_display_name":"Key Technologies Research and Development Program"},{"id":"https://openalex.org/G5093002610","display_name":null,"funder_award_id":"2023YFF1203903","funder_id":"https://openalex.org/F4320335774","funder_display_name":"Key Technologies Research and Development Program"},{"id":"https://openalex.org/G6231997530","display_name":null,"funder_award_id":"20240484513","funder_id":"https://openalex.org/F4320334978","funder_display_name":"Beijing Nova Program"},{"id":"https://openalex.org/G7495385493","display_name":null,"funder_award_id":"62332019","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320334978","display_name":"Beijing Nova Program","ror":"https://ror.org/034k14f91"},{"id":"https://openalex.org/F4320335774","display_name":"Key Technologies Research and Development Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1506438021","https://openalex.org/W1552314771","https://openalex.org/W1974387177","https://openalex.org/W2056852181","https://openalex.org/W2066359120","https://openalex.org/W2081498888","https://openalex.org/W2133765057","https://openalex.org/W2137793486","https://openalex.org/W2141998673","https://openalex.org/W2159202424","https://openalex.org/W2160800342","https://openalex.org/W2166344203","https://openalex.org/W2171554196","https://openalex.org/W2396174604","https://openalex.org/W2516001803","https://openalex.org/W2760471249","https://openalex.org/W2809941692","https://openalex.org/W2888971178","https://openalex.org/W2889442120","https://openalex.org/W2963341071","https://openalex.org/W2965825901","https://openalex.org/W2991251958","https://openalex.org/W2992628507","https://openalex.org/W3083711808","https://openalex.org/W3093686966","https://openalex.org/W3096408984","https://openalex.org/W3161480375","https://openalex.org/W3197478142","https://openalex.org/W3213188934","https://openalex.org/W4297095639","https://openalex.org/W4304979274","https://openalex.org/W4311897894","https://openalex.org/W4312068791","https://openalex.org/W4323854608","https://openalex.org/W4367834094","https://openalex.org/W4372347239","https://openalex.org/W4382765629","https://openalex.org/W4389164214","https://openalex.org/W4392908343","https://openalex.org/W4401887295","https://openalex.org/W4408346039","https://openalex.org/W4412141624","https://openalex.org/W4412404429","https://openalex.org/W4414430316","https://openalex.org/W4414758191"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T20:47:17.329874","created_date":"2026-03-18T00:00:00"}
