{"id":"https://openalex.org/W4402111978","doi":"https://doi.org/10.21437/interspeech.2024-662","title":"Deep Echo Path Modeling for Acoustic Echo Cancellation","display_name":"Deep Echo Path Modeling for Acoustic Echo Cancellation","publication_year":2024,"publication_date":"2024-09-01","ids":{"openalex":"https://openalex.org/W4402111978","doi":"https://doi.org/10.21437/interspeech.2024-662"},"language":"en","primary_location":{"id":"doi:10.21437/interspeech.2024-662","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-662","pdf_url":"https://www.isca-archive.org/interspeech_2024/zhao24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.isca-archive.org/interspeech_2024/zhao24_interspeech.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100723077","display_name":"Fei Zhao","orcid":"https://orcid.org/0000-0002-0548-9787"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fei Zhao","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101402871","display_name":"Chenggang Zhang","orcid":"https://orcid.org/0000-0003-2870-474X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chenggang Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103195569","display_name":"Shulin He","orcid":"https://orcid.org/0009-0002-0382-3515"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shulin He","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103103648","display_name":"Jinjiang Liu","orcid":"https://orcid.org/0009-0004-7292-009X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinjiang Liu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100693230","display_name":"Xueliang Zhang","orcid":"https://orcid.org/0000-0002-0406-1105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xueliang Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3057,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51979437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"612","last_page":"616"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9979000091552734,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9772999882698059,"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/echo","display_name":"Echo (communications protocol)","score":0.8762152194976807},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.5507923364639282},{"id":"https://openalex.org/keywords/path","display_name":"Path (computing)","score":0.526849627494812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4955357313156128},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41042831540107727},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.21165317296981812}],"concepts":[{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.8762152194976807},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.5507923364639282},{"id":"https://openalex.org/C2777735758","wikidata":"https://www.wikidata.org/wiki/Q817765","display_name":"Path (computing)","level":2,"score":0.526849627494812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4955357313156128},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41042831540107727},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.21165317296981812},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21437/interspeech.2024-662","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-662","pdf_url":"https://www.isca-archive.org/interspeech_2024/zhao24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.21437/interspeech.2024-662","is_oa":true,"landing_page_url":"https://doi.org/10.21437/interspeech.2024-662","pdf_url":"https://www.isca-archive.org/interspeech_2024/zhao24_interspeech.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Interspeech 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402111978.pdf","grobid_xml":"https://content.openalex.org/works/W4402111978.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W1473737476","https://openalex.org/W2949162897","https://openalex.org/W2061432289","https://openalex.org/W2276571074","https://openalex.org/W2390279801","https://openalex.org/W2158582019","https://openalex.org/W2156216981","https://openalex.org/W2039189137"],"abstract_inverted_index":{"Acoustic":[0],"echo":[1,60,70,83,118],"cancellation":[2],"(AEC)":[3],"is":[4],"a":[5,53],"key":[6],"audio":[7],"processing":[8],"technology":[9],"that":[10,100],"removes":[11],"echoes":[12],"from":[13],"microphone":[14],"inputs":[15],"to":[16,39,57,88],"enable":[17],"natural-sounding":[18],"full-duplex":[19],"communication.In":[20],"recent":[21],"years,":[22],"deep":[23,32,54,121],"learning":[24,33],"has":[25],"shown":[26],"great":[27],"potential":[28],"for":[29,112],"advancing":[30],"AEC.However,":[31],"methods":[34],"face":[35],"challenges":[36],"in":[37,47,62,128],"generalizing":[38],"complex":[40,132],"environments,":[41],"especially":[42],"unseen":[43,113],"conditions":[44],"not":[45],"represented":[46],"training.In":[48],"this":[49,123],"paper,":[50],"we":[51,66],"propose":[52],"learning-based":[55],"method":[56,102],"predict":[58],"the":[59,63,69,90,104,117,129],"path":[61,71,119],"time-frequency":[64],"domain.Specifically,":[65],"first":[67],"estimate":[68],"under":[72],"single-talk":[73],"scenario":[74,94],"without":[75],"near-end":[76,96],"signal":[77],"and":[78,107],"then":[79],"utilize":[80],"these":[81],"predicted":[82],"paths":[84],"as":[85],"auxiliary":[86],"labels":[87],"train":[89],"model":[91],"on":[92],"double-talk":[93],"with":[95],"signal.Experimental":[97],"results":[98],"show":[99],"our":[101],"outperforms":[103],"strong":[105],"baselines":[106],"exhibits":[108],"good":[109],"generalization":[110],"capabilities":[111],"acoustic":[114],"scenarios.By":[115],"estimating":[116],"using":[120],"learning,":[122],"work":[124],"advances":[125],"AEC":[126],"performance":[127],"presence":[130],"of":[131],"conditions.":[133]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
