{"id":"https://openalex.org/W4408352716","doi":"https://doi.org/10.1109/icassp49660.2025.10889313","title":"Biodenoising: Animal Vocalization Denoising without Access to Clean Data","display_name":"Biodenoising: Animal Vocalization Denoising without Access to Clean Data","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352716","doi":"https://doi.org/10.1109/icassp49660.2025.10889313"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10889313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5039915904","display_name":"Marius Miron","orcid":"https://orcid.org/0000-0002-2563-075X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marius Miron","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035261572","display_name":"Sara Keen","orcid":"https://orcid.org/0000-0002-2988-8280"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sara Keen","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101719938","display_name":"Jen-Yu Liu","orcid":"https://orcid.org/0000-0003-1299-6688"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jen-Yu Liu","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020517965","display_name":"Benjamin Hoffman","orcid":"https://orcid.org/0000-0002-8922-0573"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Hoffman","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036557983","display_name":"Masato Hagiwara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Masato Hagiwara","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065100569","display_name":"Olivier Pietquin","orcid":"https://orcid.org/0000-0002-5386-465X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olivier Pietquin","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061784202","display_name":"Felix Effenberger","orcid":"https://orcid.org/0000-0003-0042-7373"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Felix Effenberger","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008642368","display_name":"Maddie Cusimano","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maddie Cusimano","raw_affiliation_strings":["Earth Species Project"],"affiliations":[{"raw_affiliation_string":"Earth Species Project","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5039915904"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9875,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.94172185,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9180999994277954,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11665","display_name":"Animal Vocal Communication and Behavior","score":0.9180999994277954,"subfield":{"id":"https://openalex.org/subfields/1309","display_name":"Developmental Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.7353551387786865},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6462018489837646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38813120126724243},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38442885875701904}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7353551387786865},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6462018489837646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38813120126724243},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38442885875701904}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10889313","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10889313","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1494198834","https://openalex.org/W1876949284","https://openalex.org/W2164826692","https://openalex.org/W2216090902","https://openalex.org/W2466903746","https://openalex.org/W2488126115","https://openalex.org/W2883884405","https://openalex.org/W2964058413","https://openalex.org/W2972541922","https://openalex.org/W2996692619","https://openalex.org/W3093377669","https://openalex.org/W3096394706","https://openalex.org/W3097906045","https://openalex.org/W3097945073","https://openalex.org/W3172124183","https://openalex.org/W3176445421","https://openalex.org/W3202820684","https://openalex.org/W4205689591","https://openalex.org/W4221162870","https://openalex.org/W4226051760","https://openalex.org/W4282827995","https://openalex.org/W4292969786","https://openalex.org/W4309627611","https://openalex.org/W4366572494","https://openalex.org/W4372260218","https://openalex.org/W4372266017","https://openalex.org/W4372271362","https://openalex.org/W4385830605","https://openalex.org/W4390060493","https://openalex.org/W4402112049","https://openalex.org/W4402112102","https://openalex.org/W4402112494","https://openalex.org/W4403747491","https://openalex.org/W6637964279","https://openalex.org/W6784499681","https://openalex.org/W6841106313","https://openalex.org/W6849922986","https://openalex.org/W6966935673","https://openalex.org/W6995917940"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Animal":[0],"vocalization":[1],"denoising":[2,119],"is":[3,12,36],"a":[4,22,37,61,79,83,102],"task":[5],"similar":[6],"to":[7,17,43,49],"human":[8],"speech":[9,129],"enhancement,":[10],"which":[11],"relatively":[13],"well-studied.":[14],"In":[15],"contrast":[16,48],"the":[18,44,136],"latter,":[19],"it":[20],"comprises":[21],"higher":[23,34],"diversity":[24,35],"of":[25,75],"sound":[26],"production":[27],"mechanisms":[28],"and":[29,32,46,54,73,90,112,144],"recording":[30],"environments,":[31,96],"this":[33],"challenge":[38,45],"for":[39],"existing":[40],"models.":[41],"Adding":[42],"in":[47],"speech,":[50],"we":[51,63,100],"lack":[52],"large":[53],"diverse":[55,93],"datasets":[56,89],"comprising":[57,106],"clean":[58,107],"vocalizations.":[59],"As":[60],"solution":[62],"use":[64],"as":[65],"training":[66],"data":[67],"pseudo-clean":[68,125],"targets,":[69],"i.e.":[70],"pre-denoised":[71],"vocalizations,":[72],"segments":[74],"background":[76],"noise":[77,113],"without":[78],"vocalization.":[80],"We":[81,115,139],"propose":[82],"train":[84],"set":[85,105],"derived":[86],"from":[87,109],"bioacoustics":[88],"repositories":[91],"representing":[92],"species,":[94],"acoustic":[95],"geographic":[97],"regions.":[98],"Additionally,":[99],"introduce":[101],"non-overlapping":[103],"benchmark":[104],"vocalizations":[108],"different":[110],"taxa":[111],"samples.":[114],"show":[116],"that":[117,118],"models":[120,131],"(demucs,":[121],"CleanUNet)":[122],"trained":[123],"on":[124,135],"targets":[126],"obtained":[127],"with":[128],"enhancement":[130],"achieve":[132],"competitive":[133],"results":[134],"benchmarking":[137],"set.":[138],"publish":[140],"data,":[141],"code,":[142],"libraries,":[143],"demos":[145],"at":[146],"https://mariusmiron.com/research/biodenoising.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}