{"id":"https://openalex.org/W4416037778","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.63","title":"Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer","display_name":"Phoneme-level mispronunciation detection in Quranic recitation using ShallowTransformer","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4416037778","doi":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.63"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.63","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.63","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.63.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.63.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5067458272","display_name":"Daoud Daoud","orcid":"https://orcid.org/0000-0003-2676-3906"},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mohamed Nadhir Daoud","raw_affiliation_strings":["Laboratoire Signal, Images et Technologies de l'Information Universit de Tunis El Manar , Tunis , Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire Signal, Images et Technologies de l'Information Universit de Tunis El Manar , Tunis , Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026860018","display_name":"Mohamed Anouar Ben Messaoud","orcid":"https://orcid.org/0000-0002-7190-2736"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Anouar Ben Messaoud","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31030022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"463"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.815500020980835,"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":0.815500020980835,"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/T10860","display_name":"Speech and Audio Processing","score":0.060100000351667404,"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/T10863","display_name":"Voice and Speech Disorders","score":0.029600000008940697,"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/filter","display_name":"Filter (signal processing)","score":0.2529999911785126},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2451000064611435},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.22709999978542328},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.22100000083446503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5077000260353088},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4115999937057495},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3100999891757965},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.30970001220703125},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2451000064611435},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.22709999978542328},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.22100000083446503},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.22089999914169312}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.63","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.63","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.63.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2025.arabicnlp-sharedtasks.63","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2025.arabicnlp-sharedtasks.63","pdf_url":"https://aclanthology.org/2025.arabicnlp-sharedtasks.63.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of The Third Arabic Natural Language Processing Conference: Shared Tasks","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320965","display_name":"University of New South Wales","ror":"https://ror.org/03r8z3t63"},{"id":"https://openalex.org/F4320321161","display_name":"Taibah University","ror":"https://ror.org/01xv1nn60"},{"id":"https://openalex.org/F4320324094","display_name":"Technische Universit\u00e4t Berlin","ror":"https://ror.org/03v4gjf40"},{"id":"https://openalex.org/F4320326056","display_name":"Alexandria University","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4416037778.pdf","grobid_xml":"https://content.openalex.org/works/W4416037778.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Preserving":[0],"the":[1,21,52,69,101],"integrity":[2],"of":[3,17,103],"Qur'anic":[4,18],"recitation":[5,19,94],"requires":[6],"accurate":[7,89],"pronunciation,":[8],"as":[9,88],"even":[10],"subtle":[11,108],"mispronunciations":[12],"can":[13],"alter":[14],"meaning.Automatic":[15],"assessment":[16],"at":[20],"phoneme":[22],"level":[23],"is":[24],"therefore":[25],"a":[26,33],"critical":[27],"and":[28,35,42,95],"challenging":[29],"task.We":[30],"present":[31],"ShallowTransformer,":[32],"lightweight":[34],"computationally":[36],"efficient":[37],"transformer":[38,104],"model":[39,56],"leveraging":[40],"Wav2vec2.0features":[41],"trained":[43],"with":[44],"CTC":[45],"loss":[46],"for":[47,114],"phonemelevel":[48],"mispronunciation":[49],"detection.Evaluated":[50],"on":[51,61],"Iqra'Eval":[53,71],"benchmark":[54],"(QuranMB.v2),our":[55],"outperforms":[57],"published":[58],"BiLSTM":[59],"baselines":[60],"QuranMB.v1":[62],"while":[63,111],"achieving":[64],"competitive":[65],"performance":[66],"relative":[67],"to":[68],"official":[70],"challenge":[72],"baselines,":[73],"which":[74],"are":[75,81],"not":[76],"yet":[77],"fully":[78],"documented.Such":[79],"improvements":[80],"particularly":[82],"important":[83],"in":[84,106],"assisted":[85],"Qur'an":[86],"learning,":[87],"phonetic":[90],"feedback":[91],"supports":[92],"correct":[93],"preserves":[96],"textual":[97],"integrity.These":[98],"results":[99],"highlight":[100],"effectiveness":[102],"architectures":[105],"capturing":[107],"pronunciation":[109],"errors":[110],"remaining":[112],"deployable":[113],"practical":[115],"applications.":[116]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-11-08T00:00:00"}