{"id":"https://openalex.org/W4381163923","doi":"https://doi.org/10.1145/3565472.3595606","title":"A Comparative Analysis of Automatic Speech Recognition Errors in Small Group Classroom Discourse","display_name":"A Comparative Analysis of Automatic Speech Recognition Errors in Small Group Classroom Discourse","publication_year":2023,"publication_date":"2023-06-18","ids":{"openalex":"https://openalex.org/W4381163923","doi":"https://doi.org/10.1145/3565472.3595606"},"language":"en","primary_location":{"id":"doi:10.1145/3565472.3595606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565472.3595606","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565472.3595606","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3565472.3595606","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101752372","display_name":"Jie Cao","orcid":"https://orcid.org/0000-0001-8268-954X"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jie Cao","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084241804","display_name":"Ananya Ganesh","orcid":"https://orcid.org/0009-0001-1541-6557"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ananya Ganesh","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086133623","display_name":"Jon Cai","orcid":"https://orcid.org/0009-0006-0167-8093"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Cai","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058403517","display_name":"Rosy Southwell","orcid":"https://orcid.org/0000-0003-4141-523X"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosy Southwell","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038293809","display_name":"E. Margaret Perkoff","orcid":"https://orcid.org/0000-0002-6325-9162"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"E. Margaret Perkoff","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103283159","display_name":"Michael Regan","orcid":null},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Regan","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082874907","display_name":"Katharina Kann","orcid":null},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katharina Kann","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010984350","display_name":"James Martin","orcid":"https://orcid.org/0000-0002-9654-3864"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James H. Martin","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017464054","display_name":"Martha Palmer","orcid":"https://orcid.org/0000-0001-9864-6974"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martha Palmer","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008316506","display_name":"Sidney K. D\u2019Mello","orcid":"https://orcid.org/0000-0003-0347-2807"},"institutions":[{"id":"https://openalex.org/I188538660","display_name":"University of Colorado Boulder","ror":"https://ror.org/02ttsq026","country_code":"US","type":"education","lineage":["https://openalex.org/I188538660"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sidney D'Mello","raw_affiliation_strings":["University of Colorado Boulder, USA"],"affiliations":[{"raw_affiliation_string":"University of Colorado Boulder, USA","institution_ids":["https://openalex.org/I188538660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5101752372"],"corresponding_institution_ids":["https://openalex.org/I188538660"],"apc_list":null,"apc_paid":null,"fwci":3.9751,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94891797,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12031","display_name":"Speech and dialogue systems","score":0.9965999722480774,"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/T12031","display_name":"Speech and dialogue systems","score":0.9965999722480774,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12028","display_name":"Knowledge Management and Sharing","score":0.9685999751091003,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8139797449111938},{"id":"https://openalex.org/keywords/dialog-box","display_name":"Dialog box","score":0.6997950077056885},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6420487761497498},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6303605437278748},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5716334581375122},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5343267917633057},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5236558318138123},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5040992498397827},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.46087390184402466},{"id":"https://openalex.org/keywords/parsing","display_name":"Parsing","score":0.44447246193885803},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4209415018558502},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.22633129358291626}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8139797449111938},{"id":"https://openalex.org/C173853756","wikidata":"https://www.wikidata.org/wiki/Q86915","display_name":"Dialog box","level":2,"score":0.6997950077056885},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6420487761497498},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6303605437278748},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5716334581375122},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5343267917633057},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5236558318138123},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5040992498397827},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.46087390184402466},{"id":"https://openalex.org/C186644900","wikidata":"https://www.wikidata.org/wiki/Q194152","display_name":"Parsing","level":2,"score":0.44447246193885803},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4209415018558502},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.22633129358291626},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3565472.3595606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565472.3595606","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565472.3595606","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3565472.3595606","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3565472.3595606","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3565472.3595606","source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM Conference on User Modeling, Adaptation and Personalization","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G5283821830","display_name":null,"funder_award_id":"2019805","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8498637117","display_name":null,"funder_award_id":"DRL 2019805","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381163923.pdf","grobid_xml":"https://content.openalex.org/works/W4381163923.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W38622563","https://openalex.org/W120068370","https://openalex.org/W1820991386","https://openalex.org/W1964556973","https://openalex.org/W1994888226","https://openalex.org/W2032452517","https://openalex.org/W2068560094","https://openalex.org/W2094954292","https://openalex.org/W2098992993","https://openalex.org/W2100118853","https://openalex.org/W2113671972","https://openalex.org/W2131694695","https://openalex.org/W2147142066","https://openalex.org/W2165666215","https://openalex.org/W2169454613","https://openalex.org/W2175712524","https://openalex.org/W2294813873","https://openalex.org/W2404260248","https://openalex.org/W2436544918","https://openalex.org/W2469070388","https://openalex.org/W2507334250","https://openalex.org/W2508311197","https://openalex.org/W2593216051","https://openalex.org/W2605961645","https://openalex.org/W2727426218","https://openalex.org/W2759181158","https://openalex.org/W2773139392","https://openalex.org/W2786304395","https://openalex.org/W2794289187","https://openalex.org/W2808304583","https://openalex.org/W2889418727","https://openalex.org/W2890244912","https://openalex.org/W2892181857","https://openalex.org/W2902020472","https://openalex.org/W2908400018","https://openalex.org/W2921525798","https://openalex.org/W2934733553","https://openalex.org/W2943986952","https://openalex.org/W2951803310","https://openalex.org/W2952014059","https://openalex.org/W2964164798","https://openalex.org/W2972660035","https://openalex.org/W2974203282","https://openalex.org/W2979826702","https://openalex.org/W3015944949","https://openalex.org/W3034990686","https://openalex.org/W3034999214","https://openalex.org/W3035620114","https://openalex.org/W3040489519","https://openalex.org/W3084225754","https://openalex.org/W3096020876","https://openalex.org/W3106426924","https://openalex.org/W3161860537","https://openalex.org/W3167373622","https://openalex.org/W3173625863","https://openalex.org/W3173677700","https://openalex.org/W3195657465","https://openalex.org/W3199511834","https://openalex.org/W3201213994","https://openalex.org/W3208743309","https://openalex.org/W4205948992","https://openalex.org/W4206838765","https://openalex.org/W4214844842","https://openalex.org/W4226219992","https://openalex.org/W4285778368","https://openalex.org/W4287855004","https://openalex.org/W4297033203","https://openalex.org/W4365139071","https://openalex.org/W4381956208","https://openalex.org/W4381956313","https://openalex.org/W4389009376","https://openalex.org/W4389009519","https://openalex.org/W4391156274","https://openalex.org/W4391356338"],"related_works":["https://openalex.org/W2098987383","https://openalex.org/W2417260800","https://openalex.org/W1596203174","https://openalex.org/W2117933979","https://openalex.org/W2283130723","https://openalex.org/W103938586","https://openalex.org/W2104718772","https://openalex.org/W2980207396","https://openalex.org/W3156493709","https://openalex.org/W2944691285"],"abstract_inverted_index":{"In":[0],"collaborative":[1,15,64,300],"learning":[2,6,65,301],"environments,":[3],"effective":[4],"intelligent":[5],"systems":[7,78],"need":[8],"to":[9,22,285],"accurately":[10],"analyze":[11],"and":[12,62,81,141,192,218,238,250,280,298],"understand":[13],"the":[14,164,169,172,186,214,227,235],"discourse":[16,35],"between":[17],"learners":[18],"(i.e.,":[19],"group":[20,39,122,290],"modeling)":[21],"provide":[23,261,281],"adaptive":[24,299],"support.":[25],"We":[26,72],"investigate":[27],"how":[28,115,264,284],"automatic":[29],"speech":[30],"recognition":[31],"(ASR)":[32],"errors":[33,118,275],"influence":[34],"models":[36,129,149,228],"of":[37,48,96,105,108,171,185,208,231,267,273],"small":[38,121,289],"collaboration":[40],"in":[41,60,66,234,288],"noisy":[42,278],"real-world":[43],"classrooms.":[44],"Our":[45],"dataset":[46],"consisted":[47],"30":[49],"students":[50],"recorded":[51],"by":[52,163],"consumer":[53],"off-the-shelf":[54],"microphones":[55],"(Yeti":[56],"Blue)":[57],"while":[58],"engaging":[59],"dyadic-":[61],"triadic-":[63],"a":[67,294],"multi-day":[68],"STEM":[69],"curriculum":[70],"unit.":[71],"found":[73],"that":[74,184,200,226,239],"two":[75],"state-of-the-art":[76],"ASR":[77,117,202,242,274],"(Google":[79],"Speech":[80],"OpenAI":[82],"Whisper)":[83],"yielded":[84,155],"very":[85,93],"high":[86],"word":[87,246],"error":[88,97],"rates":[89],"(0.822,":[90],"0.847)":[91],"but":[92,220],"different":[94,197,265],"profiles":[95],"with":[98],"Google":[99],"being":[100],"more":[101,295],"conservative,":[102],"rejecting":[103],"38%":[104],"utterances":[106,233],"instead":[107],"12%":[109],"for":[110,130,213,283,293],"Whisper.":[111],"Next,":[112],"we":[113],"examined":[114],"these":[116],"influenced":[119],"down-stream":[120],"modeling":[123,291],"based":[124],"on":[125,151,158,244],"pre-trained":[126],"large":[127],"language":[128],"three":[131,160],"tasks:":[132],"Abstract":[133],"Meaning":[134],"Representation":[135],"parsing":[136],"(AMRParsing),":[137],"on-task/off-task":[138],"detection":[139],"(OnTask),":[140],"Accountable":[142],"Productive":[143],"Talk":[144],"prediction":[145],"(TalkMove).":[146],"As":[147],"expected,":[148],"trained":[150],"clean":[152],"human":[153,209],"transcripts":[154,203,210],"degraded":[156],"performance":[157,254],"all":[159,256],"tasks,":[161],"measured":[162],"transfer":[165],"ratio":[166],"(TR).":[167],"However,":[168],"TR":[170],"specific":[173],"sentence-level":[174],"AMRParsing":[175],"task":[176],"(.39":[177],"-":[178],".62)":[179],"was":[180],"much":[181],"lower":[182],"than":[183],"abstract":[187],"discourse-level":[188,215],"OnTask":[189],"(.63-":[190],".94)":[191],"TalkMove":[193],"tasks":[194,216,269],"(.64-.72).":[195],"Furthermore,":[196],"training":[198],"strategies":[199],"incorporated":[201],"alone":[204],"or":[205],"as":[206],"augmentations":[207],"increased":[211],"accuracy":[212,243,287],"(OnTask":[217],"TalkMove)":[219],"not":[221],"AMRParsing.":[222],"Simulation":[223],"experiments":[224],"suggested":[225],"were":[229],"tolerant":[230,272],"missing":[232],"dialog":[236],"context,":[237],"jointly":[240],"improving":[241],"important":[245],"classes":[247],"(e.g.,":[248],"verbs":[249],"nouns)":[251],"can":[252],"improve":[253,286],"across":[255],"tasks.":[257],"Overall,":[258],"our":[259],"results":[260],"insights":[262],"into":[263],"types":[266],"NLP-based":[268],"might":[270],"be":[271],"under":[276],"extremely":[277],"conditions":[279],"suggestions":[282],"settings":[292],"equitable,":[296],"engaging,":[297],"environment.":[302]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
