{"id":"https://openalex.org/W4322759532","doi":"https://doi.org/10.48550/arxiv.2302.14062","title":"Explanations for Automatic Speech Recognition","display_name":"Explanations for Automatic Speech Recognition","publication_year":2023,"publication_date":"2023-02-27","ids":{"openalex":"https://openalex.org/W4322759532","doi":"https://doi.org/10.48550/arxiv.2302.14062"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2302.14062","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2302.14062","pdf_url":"https://arxiv.org/pdf/2302.14062","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2302.14062","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101770351","display_name":"Xiaoliang Wu","orcid":"https://orcid.org/0000-0003-2209-870X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Xiaoliang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101955379","display_name":"Peter Bell","orcid":"https://orcid.org/0009-0003-6824-4343"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bell, Peter","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079075574","display_name":"Ajitha Rajan","orcid":"https://orcid.org/0000-0003-3765-3075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rajan, Ajitha","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.991100013256073,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.991100013256073,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9326000213623047,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9180999994277954,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8038277626037598},{"id":"https://openalex.org/keywords/correctness","display_name":"Correctness","score":0.7626131772994995},{"id":"https://openalex.org/keywords/transcription","display_name":"Transcription (linguistics)","score":0.5944871306419373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5452748537063599},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5094149708747864},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4898352324962616},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4520050883293152},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4406540095806122},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36245405673980713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8038277626037598},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.7626131772994995},{"id":"https://openalex.org/C179926584","wikidata":"https://www.wikidata.org/wiki/Q207714","display_name":"Transcription (linguistics)","level":2,"score":0.5944871306419373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5452748537063599},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5094149708747864},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4898352324962616},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4520050883293152},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4406540095806122},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36245405673980713},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:arXiv.org:2302.14062","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2302.14062","pdf_url":"https://arxiv.org/pdf/2302.14062","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},{"id":"pmh:oai:arXiv.org:2302.14062","is_oa":true,"landing_page_url":"https://arxiv.org/abs/2302.14062","pdf_url":"https://arxiv.org/pdf/2302.14062","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":null,"raw_type":"text"},{"id":"pmh:oai:pure.ed.ac.uk:publications/f220cfa8-6680-4fd1-afc5-22ecaf7dd721","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/f220cfa8-6680-4fd1-afc5-22ecaf7dd721","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"","raw_type":""},{"id":"doi:10.48550/arxiv.2302.14062","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2302.14062","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2302.14062","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2302.14062","pdf_url":"https://arxiv.org/pdf/2302.14062","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"","raw_type":"text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4322759532.pdf","grobid_xml":"https://content.openalex.org/works/W4322759532.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1667647204","https://openalex.org/W2404647514","https://openalex.org/W4247536566","https://openalex.org/W2018477250","https://openalex.org/W3119814709","https://openalex.org/W4241418540","https://openalex.org/W1508895727","https://openalex.org/W2725786787","https://openalex.org/W2028097510","https://openalex.org/W2505877856"],"abstract_inverted_index":{"We":[0,60,122],"address":[1],"quality":[2,125],"assessment":[3],"for":[4,64,114],"neural":[5],"network":[6],"based":[7],"ASR":[8,66,115,137],"by":[9,54,130],"providing":[10],"explanations":[11,128],"that":[12,74],"help":[13,22],"increase":[14],"our":[15,120],"understanding":[16],"of":[17,71,82,108,126,143],"the":[18,26,83,124,127,131,140,151],"system":[19],"and":[20,45,79,100,146],"ultimately":[21],"build":[23],"trust":[24],"in":[25,119],"system.":[27],"Compared":[28],"to":[29],"simple":[30],"classification":[31],"labels,":[32],"explaining":[33],"transcriptions":[34,46],"is":[35,42,51,75],"more":[36],"challenging":[37],"as":[38,47,68,116],"judging":[39],"their":[40],"correctness":[41],"not":[43,52],"straightforward":[44],"a":[48,69,77,117],"variable-length":[49],"sequence":[50],"handled":[53],"existing":[55,90],"interpretable":[56],"machine":[57],"learning":[58],"models.":[59],"provide":[61],"an":[62,65,105],"explanation":[63],"transcription":[67],"subset":[70],"audio":[72,148],"frames":[73],"both":[76],"minimal":[78],"sufficient":[80],"cause":[81],"transcription.":[84],"To":[85],"do":[86],"this,":[87],"we":[88,103],"adapt":[89],"explainable":[91],"AI":[92],"(XAI)":[93],"techniques":[94,133],"from":[95,150],"image":[96],"classification-Statistical":[97],"Fault":[98],"Localisation(SFL)":[99],"Causal.":[101],"Additionally,":[102],"use":[104],"adapted":[106],"version":[107],"Local":[109],"Interpretable":[110],"Model-Agnostic":[111],"Explanations":[112],"(LIME)":[113],"baseline":[118,141],"experiments.":[121],"evaluate":[123],"generated":[129],"proposed":[132],"over":[134],"three":[135],"different":[136],",Google":[138],"API,":[139],"model":[142],"Sphinx,":[144],"Deepspeech":[145],"100":[147],"samples":[149],"Commonvoice":[152],"dataset.":[153]},"counts_by_year":[],"updated_date":"2026-07-03T08:13:44.112507","created_date":"2025-10-10T00:00:00"}
