{"id":"https://openalex.org/W7165956142","doi":"https://doi.org/10.48550/arxiv.2606.25181","title":"Phoneme-Level Mispronunciation Screening in Polish-Speaking Children with an Explainable Assistant","display_name":"Phoneme-Level Mispronunciation Screening in Polish-Speaking Children with an Explainable Assistant","publication_year":2026,"publication_date":"2026-06-23","ids":{"openalex":"https://openalex.org/W7165956142","doi":"https://doi.org/10.48550/arxiv.2606.25181"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.25181","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.25181","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":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.25181","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012763683","display_name":"Mi\u0142osz Dudek","orcid":"https://orcid.org/0009-0008-4299-9162"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dudek, Milosz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135460352","display_name":"Daria Hemmerling","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hemmerling, Daria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016125188","display_name":"Kamil Kwarciak","orcid":"https://orcid.org/0000-0002-1392-4291"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwarciak, Kamil","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139326462","display_name":"Maciej Stroinski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stroinski, Maciej","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088786615","display_name":"Maria Pensko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pensko, Maria","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139322897","display_name":"Mateusz Kowalewski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kowalewski, Mateusz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032796007","display_name":"Leonid Pavlovskyi","orcid":"https://orcid.org/0000-0001-7121-5867"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pavlovskyi, Leonid","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139308757","display_name":"Sebastian Jurczak","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jurczak, Sebastian","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139375195","display_name":"Anna-Mariia Vitkovska","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vitkovska, Anna-Mariia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079443474","display_name":"Zuzanna Miodo\u0144ska","orcid":"https://orcid.org/0000-0001-6227-0960"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miodonska, Zuzanna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116293060","display_name":"Natalia Mo\u0107ko","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mocko, Natalia","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5040985649","display_name":"Micha\u0142 Kr\u0119cichwost","orcid":"https://orcid.org/0000-0002-1770-6152"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krecichwost, Michal","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":false,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.7681000232696533,"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/T10201","display_name":"Speech Recognition and Synthesis","score":0.7681000232696533,"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/T10730","display_name":"Language Development and Disorders","score":0.08240000158548355,"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/T10863","display_name":"Voice and Speech Disorders","score":0.038100000470876694,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.6833000183105469},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6399000287055969},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6104999780654907},{"id":"https://openalex.org/keywords/plan","display_name":"Plan (archaeology)","score":0.4641999900341034},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43799999356269836},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.40689998865127563},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.37059998512268066}],"concepts":[{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.6833000183105469},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6675000190734863},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6399000287055969},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6104999780654907},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.57669997215271},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.4641999900341034},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43799999356269836},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.40689998865127563},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3783000111579895},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.37059998512268066},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36559998989105225},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.3294999897480011},{"id":"https://openalex.org/C3020067899","wikidata":"https://www.wikidata.org/wiki/Q1163564","display_name":"Screening test","level":2,"score":0.29760000109672546},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C40969351","wikidata":"https://www.wikidata.org/wiki/Q3516228","display_name":"Word error rate","level":2,"score":0.2793999910354614},{"id":"https://openalex.org/C2779235478","wikidata":"https://www.wikidata.org/wiki/Q286576","display_name":"Register (sociolinguistics)","level":2,"score":0.2646999955177307},{"id":"https://openalex.org/C2781090501","wikidata":"https://www.wikidata.org/wiki/Q997841","display_name":"Language delay","level":3,"score":0.2621999979019165}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.25181","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.25181","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":"doi:10.48550/arxiv.2606.25181","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.25181","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":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"score":0.621893048286438,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Early":[0],"identification":[1],"of":[2,61],"speech":[3],"sound":[4],"errors":[5],"in":[6],"children":[7,32,64],"is":[8],"often":[9],"limited":[10],"by":[11],"access":[12],"to":[13],"specialists,":[14],"motivating":[15],"lightweight":[16],"screening":[17,28,79],"tools":[18],"that":[19],"can":[20],"operate":[21],"outside":[22],"the":[23,68,86,93,117],"clinic.":[24],"We":[25,115],"present":[26],"a":[27,38,48,57,77,83,107,123],"pipeline":[29],"for":[30,52,127],"Polish-speaking":[31],"focused":[33],"on":[34,112],"sibilant":[35],"substitutions,":[36],"coupling":[37],"wav2vec2-based":[39],"CTC":[40],"token":[41],"recognizer":[42,69],"with":[43],"alignment-based":[44],"error":[45],"typing":[46],"and":[47,106,121],"template-grounded":[49],"caregiver":[50],"assistant":[51],"screening,":[53],"not":[54],"diagnosis.":[55],"On":[56],"held-out":[58],"test":[59],"set":[60],"10":[62],"unseen":[63],"comprising":[65],"559":[66],"utterances,":[67],"achieves":[70],"88.7":[71],"percent":[72,98,101,109],"exact":[73],"sequence":[74],"match.":[75],"As":[76],"conservative":[78],"proxy,":[80],"we":[81],"flag":[82],"mismatch":[84],"when":[85],"system":[87],"emits":[88],"substitution-evidence":[89],"bracketed":[90],"tokens":[91],"at":[92],"target":[94],"segment,":[95],"yielding":[96],"72.9":[97],"precision,":[99],"61.4":[100],"recall,":[102],"F1":[103],"=":[104],"0.67,":[105],"2.7":[108],"false-alarm":[110],"rate":[111],"target-correct":[113],"items.":[114],"describe":[116],"assistant's":[118],"safety":[119],"boundaries":[120],"outline":[122],"clinician-in-the-loop":[124],"validation":[125],"plan":[126],"future":[128],"deployment.":[129]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-26T00:00:00"}