{"id":"https://openalex.org/W2940152632","doi":"https://doi.org/10.1145/3309074.3309113","title":"Adaptive optimization based neural network for classification of stuttered speech","display_name":"Adaptive optimization based neural network for classification of stuttered speech","publication_year":2019,"publication_date":"2019-01-19","ids":{"openalex":"https://openalex.org/W2940152632","doi":"https://doi.org/10.1145/3309074.3309113","mag":"2940152632"},"language":"en","primary_location":{"id":"doi:10.1145/3309074.3309113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3309074.3309113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Cryptography, Security and Privacy","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082463987","display_name":"G. Manjula","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"G. Manjula","raw_affiliation_strings":["GSSSIETW, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"GSSSIETW, Mysuru, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049278824","display_name":"M. Shivakumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Shivakumar","raw_affiliation_strings":["GSSSIETW, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"GSSSIETW, Mysuru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006228827","display_name":"Y. V. Geetha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Y. V. Geetha","raw_affiliation_strings":["AIISH, Mysuru, India"],"affiliations":[{"raw_affiliation_string":"AIISH, Mysuru, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082463987"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.291,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.87432935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"98"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12684","display_name":"Stuttering Research and Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12684","display_name":"Stuttering Research and Treatment","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical 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/T10403","display_name":"Phonetics and Phonology Research","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10465","display_name":"Neurobiology of Language and Bilingualism","score":0.9537000060081482,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7322424650192261},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5470448732376099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4603841304779053},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4227822721004486},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33615800738334656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322424650192261},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5470448732376099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4603841304779053},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4227822721004486},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33615800738334656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3309074.3309113","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3309074.3309113","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Cryptography, Security and Privacy","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2002299114","https://openalex.org/W2032423026","https://openalex.org/W2066799928","https://openalex.org/W2074712547","https://openalex.org/W2089364955","https://openalex.org/W2157725451","https://openalex.org/W2215531496","https://openalex.org/W2251474395","https://openalex.org/W2313567535"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W3046775127","https://openalex.org/W4205958290","https://openalex.org/W2386387936","https://openalex.org/W3107474891","https://openalex.org/W1629725936"],"abstract_inverted_index":{"Stuttering,":[0],"also":[1],"known":[2],"as":[3],"stammering":[4],"is":[5,15,31,76],"a":[6],"speech":[7,14,49],"disorder":[8],"in":[9,93],"which":[10],"the":[11,48,65,69,87],"fluency":[12],"of":[13,19],"interrupted":[16],"by":[17],"occurrences":[18],"dysfluencies":[20],"like":[21],"repetitions,":[22,99],"prolongations,":[23],"and":[24,44,101],"blocks":[25],"or":[26],"articulatory":[27],"fixations.":[28],"This":[29],"work":[30],"intended":[32],"to":[33,38,78],"develop":[34],"automatic":[35],"recognition":[36],"procedure":[37],"assess":[39],"stuttering":[40,97],"disfluencies":[41],"(Repetitions,":[42],"Prolongations":[43],"Blocks).":[45],"For":[46],"predicting":[47],"dysfluencies,":[50],"we":[51],"have":[52],"employed":[53],"an":[54],"effective":[55],"Adaptive":[56],"Optimization":[57],"based":[58],"Artificial":[59],"Neural":[60],"Network":[61],"(AOANN)":[62],"approach.":[63],"Moreover,":[64],"proposed":[66,88],"technique":[67],"employs":[68],"Mel":[70],"Frequency":[71],"Cepstral":[72],"Coefficient":[73],"(MFCC)":[74],"features":[75],"implemented":[77],"test":[79],"its":[80],"effectiveness.":[81],"The":[82],"experimental":[83],"investigations":[84],"reveal":[85],"that":[86],"method":[89],"shows":[90],"promising":[91],"results":[92],"distinguishing":[94],"between":[95],"three":[96],"events":[98],"prolongations":[100],"blocks.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}