{"id":"https://openalex.org/W4403126367","doi":"https://doi.org/10.1109/iwaenc61483.2024.10694274","title":"XANE Background Acoustic Embeddings: Ablation and Clustering Analysis","display_name":"XANE Background Acoustic Embeddings: Ablation and Clustering Analysis","publication_year":2024,"publication_date":"2024-09-09","ids":{"openalex":"https://openalex.org/W4403126367","doi":"https://doi.org/10.1109/iwaenc61483.2024.10694274"},"language":"en","primary_location":{"id":"doi:10.1109/iwaenc61483.2024.10694274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc61483.2024.10694274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)","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/A5046759578","display_name":"Dushyant Sharma","orcid":"https://orcid.org/0000-0001-5174-792X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dushyant Sharma","raw_affiliation_strings":["Microsoft Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078802241","display_name":"James Fosburgh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"James Fosburgh","raw_affiliation_strings":["Microsoft Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Inc","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069966738","display_name":"Sri Harsha Dumpala","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sri Harsha Dumpala","raw_affiliation_strings":["Vector Institute,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vector Institute,Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099097121","display_name":"Chandramouli Shama Sastri","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chandramouli Shama Sastri","raw_affiliation_strings":["Vector Institute,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vector Institute,Canada","institution_ids":["https://openalex.org/I4210127509"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041925088","display_name":"Stanislav Yu. Kruchinin","orcid":"https://orcid.org/0000-0002-6495-3375"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stanislav Yu. Kruchinin","raw_affiliation_strings":["Microsoft Inc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft Inc","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016227729","display_name":"Patrick A. Naylor","orcid":"https://orcid.org/0000-0001-8546-8013"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Patrick A. Naylor","raw_affiliation_strings":["Imperial College,London,UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Imperial College,London,UK","institution_ids":["https://openalex.org/I47508984"]}]}],"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":0.04394458,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"270","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10346","display_name":"Magnetic confinement fusion research","score":0.8080999851226807,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10346","display_name":"Magnetic confinement fusion research","score":0.8080999851226807,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11808","display_name":"Superconducting Materials and Applications","score":0.7828999757766724,"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"}},{"id":"https://openalex.org/T11367","display_name":"Particle accelerators and beam dynamics","score":0.7775999903678894,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/cluster-analysis","display_name":"Cluster analysis","score":0.7427463531494141},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5607863664627075},{"id":"https://openalex.org/keywords/ablation","display_name":"Ablation","score":0.514421284198761},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3146984577178955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10388892889022827},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.071556955575943}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7427463531494141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5607863664627075},{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.514421284198761},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3146984577178955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10388892889022827},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.071556955575943}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwaenc61483.2024.10694274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwaenc61483.2024.10694274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 18th International Workshop on Acoustic Signal Enhancement (IWAENC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.44999998807907104,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1598201010","https://openalex.org/W1866989267","https://openalex.org/W1978681480","https://openalex.org/W2117678320","https://openalex.org/W2169936252","https://openalex.org/W2410879554","https://openalex.org/W2516001803","https://openalex.org/W2765649928","https://openalex.org/W2900429685","https://openalex.org/W3117722298","https://openalex.org/W3196475561","https://openalex.org/W3209984917","https://openalex.org/W4221144124","https://openalex.org/W4296927107","https://openalex.org/W4312979902","https://openalex.org/W4402112037","https://openalex.org/W6678914141","https://openalex.org/W6755977528","https://openalex.org/W6772349387","https://openalex.org/W6783527727","https://openalex.org/W6789826613"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2913786724","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2357783023","https://openalex.org/W2013863777","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"We":[0,54],"explore":[1],"the":[2,13,35,40,44,59,78,94,110],"recently":[3],"proposed":[4,95],"explainable":[5,48],"acoustic":[6,37,67],"neural":[7],"embedding":[8],"(XANE)":[9],"system":[10,61],"that":[11,64,93],"models":[12],"background":[14,36],"acoustics":[15],"of":[16,39,51,80,102],"a":[17,21,98],"speech":[18],"signal":[19,41,113],"in":[20,49],"non-intrusive":[22],"manner.":[23],"The":[24],"XANE":[25,60,81],"embeddings":[26,45,82,96,114],"are":[27,116],"used":[28],"to":[29,34,46,118],"estimate":[30],"specific":[31],"parameters":[32,68],"related":[33],"properties":[38],"which":[42],"allows":[43],"be":[47],"terms":[50],"those":[52],"parameters.":[53],"perform":[55],"ablation":[56],"studies":[57],"on":[58,87],"and":[62,91,115],"show":[63,92],"estimating":[65],"all":[66],"jointly":[69],"has":[70],"an":[71],"overall":[72],"positive":[73],"effect.":[74],"Furthermore,":[75],"we":[76],"illustrate":[77],"value":[79],"by":[83],"performing":[84],"clustering":[85],"experiments":[86],"unseen":[88],"test":[89],"data":[90],"achieve":[97],"mean":[99],"F1":[100],"score":[101],"92%":[103],"for":[104],"three":[105],"different":[106],"tasks,":[107],"outperforming":[108],"significantly":[109],"WavLM":[111],"based":[112],"complimentary":[117],"speaker":[119],"embeddings.":[120]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
