{"id":"https://openalex.org/W4413087703","doi":"https://doi.org/10.1109/ssp64130.2025.11073345","title":"Residual Hybrid Filterbanks","display_name":"Residual Hybrid Filterbanks","publication_year":2025,"publication_date":"2025-06-08","ids":{"openalex":"https://openalex.org/W4413087703","doi":"https://doi.org/10.1109/ssp64130.2025.11073345"},"language":"en","primary_location":{"id":"doi:10.1109/ssp64130.2025.11073345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp64130.2025.11073345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05032079v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027789239","display_name":"Vincent Lostanlen","orcid":"https://orcid.org/0000-0003-0580-1651"},"institutions":[{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Vincent Lostanlen","raw_affiliation_strings":["Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000"],"affiliations":[{"raw_affiliation_string":"Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104248899","display_name":"Xiran Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Xiran Zhang","raw_affiliation_strings":["Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000"],"affiliations":[{"raw_affiliation_string":"Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077204791","display_name":"Daniel Haider","orcid":"https://orcid.org/0000-0001-8012-5521"},"institutions":[{"id":"https://openalex.org/I2800119247","display_name":"Acoustics Research Institute","ror":"https://ror.org/04jd9ff79","country_code":"AT","type":"facility","lineage":["https://openalex.org/I138211613","https://openalex.org/I2800119247"]},{"id":"https://openalex.org/I138211613","display_name":"Austrian Academy of Sciences","ror":"https://ror.org/03anc3s24","country_code":"AT","type":"government","lineage":["https://openalex.org/I138211613"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Daniel Haider","raw_affiliation_strings":["Austrian Academy of Sciences,Acoustics Research Institute,Vienna,Austria,A-1010"],"affiliations":[{"raw_affiliation_string":"Austrian Academy of Sciences,Acoustics Research Institute,Vienna,Austria,A-1010","institution_ids":["https://openalex.org/I2800119247","https://openalex.org/I138211613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029522748","display_name":"Mathieu Lagrange","orcid":"https://orcid.org/0000-0002-1253-4427"},"institutions":[{"id":"https://openalex.org/I100445878","display_name":"\u00c9cole Centrale de Nantes","ror":"https://ror.org/03nh7d505","country_code":"FR","type":"education","lineage":["https://openalex.org/I100445878","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210117005","display_name":"Laboratoire des Sciences du Num\u00e9rique de Nantes","ror":"https://ror.org/02snf8m58","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I4210117005","https://openalex.org/I4210124215","https://openalex.org/I4210127572","https://openalex.org/I4210139971","https://openalex.org/I97188460","https://openalex.org/I97188460"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Lagrange","raw_affiliation_strings":["Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000"],"affiliations":[{"raw_affiliation_string":"Nantes Université,École Centrale Nantes, CNRS, LS2N, UMR 6004,Nantes,France,F-44000","institution_ids":["https://openalex.org/I100445878","https://openalex.org/I4210117005","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029839615","display_name":"Martin Ehler","orcid":"https://orcid.org/0000-0002-3247-6279"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Martin Ehler","raw_affiliation_strings":["University of Vienna,Faculty of Mathematics,Vienna,Austria"],"affiliations":[{"raw_affiliation_string":"University of Vienna,Faculty of Mathematics,Vienna,Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084861530","display_name":"P\u00e9ter Bal\u00e1zs","orcid":"https://orcid.org/0000-0003-4939-0831"},"institutions":[{"id":"https://openalex.org/I2800119247","display_name":"Acoustics Research Institute","ror":"https://ror.org/04jd9ff79","country_code":"AT","type":"facility","lineage":["https://openalex.org/I138211613","https://openalex.org/I2800119247"]},{"id":"https://openalex.org/I138211613","display_name":"Austrian Academy of Sciences","ror":"https://ror.org/03anc3s24","country_code":"AT","type":"government","lineage":["https://openalex.org/I138211613"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Peter Balazs","raw_affiliation_strings":["Austrian Academy of Sciences,Acoustics Research Institute,Vienna,Austria,A-1010"],"affiliations":[{"raw_affiliation_string":"Austrian Academy of Sciences,Acoustics Research Institute,Vienna,Austria,A-1010","institution_ids":["https://openalex.org/I2800119247","https://openalex.org/I138211613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027789239"],"corresponding_institution_ids":["https://openalex.org/I100445878","https://openalex.org/I1294671590","https://openalex.org/I4210117005"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10189144,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"130"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9933000206947327,"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/T11034","display_name":"Digital Filter Design and Implementation","score":0.9925000071525574,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/residual","display_name":"Residual","score":0.6471543312072754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4658527970314026},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3270843029022217}],"concepts":[{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6471543312072754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4658527970314026},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3270843029022217}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ssp64130.2025.11073345","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssp64130.2025.11073345","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE Statistical Signal Processing Workshop (SSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05032079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05032079","pdf_url":"https://hal.science/hal-05032079v1/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Statistical Signal Processing Workshop (SSP), Jun 2025, Edinburgh, United Kingdom","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05032079v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05032079","pdf_url":"https://hal.science/hal-05032079v1/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Statistical Signal Processing Workshop (SSP), Jun 2025, Edinburgh, United Kingdom","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413087703.pdf","grobid_xml":"https://content.openalex.org/works/W4413087703.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W3112170415","https://openalex.org/W4386614006","https://openalex.org/W4392902821","https://openalex.org/W4394585787","https://openalex.org/W4402112492","https://openalex.org/W4402732344","https://openalex.org/W4405974183"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2560215812","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345"],"abstract_inverted_index":{"A":[0],"hybrid":[1,27,66,103],"filterbanks":[2,28],"is":[3,21,78],"a":[4,17,63,81,101],"convolutional":[5],"neural":[6,72],"network":[7],"(convnet)":[8],"whose":[9],"learnable":[10],"filters":[11,121],"operate":[12],"over":[13],"the":[14,47,85,92,97,106,111,115],"subbands":[15],"of":[16,46,53,65,87,110],"non-learnable":[18,89,120],"filterbank,":[19],"which":[20],"designed":[22],"from":[23,70],"domain":[24],"knowledge.":[25],"While":[26],"have":[29],"found":[30],"successful":[31],"applications":[32],"in":[33,100],"speech":[34],"enhancement,":[35],"our":[36],"paper":[37],"shows":[38],"that":[39,96],"they":[40],"remain":[41],"susceptible":[42],"to":[43,51,79,123],"large":[44],"deviations":[45],"energy":[48,112],"response":[49,113],"due":[50],"randomness":[52],"convnet":[54],"weights":[55],"at":[56,84],"initialization.":[57],"Against":[58],"this":[59],"issue,":[60],"we":[61],"propose":[62],"variant":[64],"filterbanks,":[67],"by":[68],"inspiration":[69],"residual":[71,102],"networks":[73],"(ResNets).":[74],"The":[75],"key":[76],"idea":[77],"introduce":[80],"shortcut":[82,98],"connection":[83,99],"output":[86],"each":[88],"filter,":[90],"bypassing":[91],"convnet.":[93],"We":[94],"prove":[95],"filterbank":[104],"lowers":[105],"relative":[107],"standard":[108],"deviation":[109],"while":[114],"pairwise":[116],"cosine":[117],"distances":[118],"between":[119],"contributes":[122],"preventing":[124],"duplicate":[125],"features.":[126]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}