{"id":"https://openalex.org/W2526016190","doi":"https://doi.org/10.1007/978-3-319-47364-2_48","title":"Learning Deep Wavelet Networks for Recognition System of Arabic Words","display_name":"Learning Deep Wavelet Networks for Recognition System of Arabic Words","publication_year":2016,"publication_date":"2016-09-30","ids":{"openalex":"https://openalex.org/W2526016190","doi":"https://doi.org/10.1007/978-3-319-47364-2_48","mag":"2526016190"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-47364-2_48","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_48","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-319-47364-2_48","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045167731","display_name":"Amira Bouall\u00e9gue","orcid":null},"institutions":[{"id":"https://openalex.org/I68916915","display_name":"University of Gab\u00e8s","ror":"https://ror.org/022efad20","country_code":"TN","type":"education","lineage":["https://openalex.org/I68916915"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Amira Bouall\u00e9gue","raw_affiliation_strings":["Higher Institute of Computer Science and Multimedia, University of Gabes, Gab\u00e8s, Tunisia"],"affiliations":[{"raw_affiliation_string":"Higher Institute of Computer Science and Multimedia, University of Gabes, Gab\u00e8s, Tunisia","institution_ids":["https://openalex.org/I68916915"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072837793","display_name":"Salima Hassairi","orcid":"https://orcid.org/0000-0003-3281-6576"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Salima Hassairi","raw_affiliation_strings":["REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029856197","display_name":"Ridha Ejbali","orcid":"https://orcid.org/0000-0002-8148-1621"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ridha Ejbali","raw_affiliation_strings":["REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074838703","display_name":"Mourad Zaied","orcid":"https://orcid.org/0000-0003-4013-5834"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mourad Zaied","raw_affiliation_strings":["REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"REsearch Group in Intelligent Machines, B.P 1173, Sfax, Tunis, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045167731"],"corresponding_institution_ids":["https://openalex.org/I68916915"],"apc_list":null,"apc_paid":null,"fwci":0.6418,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.68377703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"498","last_page":"507"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10201","display_name":"Speech Recognition and Synthesis","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9952999949455261,"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/T11309","display_name":"Music and Audio Processing","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7528790831565857},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.7373926043510437},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.682130753993988},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6808778047561646},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5910466313362122},{"id":"https://openalex.org/keywords/arabic","display_name":"Arabic","score":0.5751292109489441},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5547741055488586},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.508293092250824},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.49320071935653687},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38974589109420776},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.21877628564834595},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.09973633289337158}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7528790831565857},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.7373926043510437},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.682130753993988},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6808778047561646},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5910466313362122},{"id":"https://openalex.org/C96455323","wikidata":"https://www.wikidata.org/wiki/Q13955","display_name":"Arabic","level":2,"score":0.5751292109489441},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5547741055488586},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.508293092250824},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.49320071935653687},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38974589109420776},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.21877628564834595},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09973633289337158},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-47364-2_48","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_48","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-319-47364-2_48","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-319-47364-2_48","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.699999988079071,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W104211377","https://openalex.org/W1976331878","https://openalex.org/W2025887884","https://openalex.org/W2047227474","https://openalex.org/W2053757129","https://openalex.org/W2100495367","https://openalex.org/W2121551440","https://openalex.org/W2122390305","https://openalex.org/W2136922672","https://openalex.org/W2158978266","https://openalex.org/W2160380264","https://openalex.org/W2160815625","https://openalex.org/W2163922914","https://openalex.org/W2184045248","https://openalex.org/W2247478801","https://openalex.org/W2293747114","https://openalex.org/W2399460143"],"related_works":["https://openalex.org/W2038216521","https://openalex.org/W2736574136","https://openalex.org/W2399955410","https://openalex.org/W3126677997","https://openalex.org/W2565286512","https://openalex.org/W2097377227","https://openalex.org/W2933782699","https://openalex.org/W2565238693","https://openalex.org/W3129283347","https://openalex.org/W1979706156"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,34,40,81],"new":[6],"method":[7],"of":[8,28,42,53,60,84],"learning":[9,20],"for":[10],"speech":[11,72],"signal.":[12],"This":[13],"technique":[14],"is":[15,31,48,68,78],"based":[16],"on":[17,80],"the":[18,22,51,61,75],"deep":[19,35],"and":[21],"wavelet":[23,36],"network":[24,37],"theories.":[25],"The":[26,46,63],"goal":[27],"our":[29],"approach":[30],"to":[32,50,57,70],"construct":[33],"(DWN)":[38],"using":[39],"series":[41],"Stacked":[43],"Wavelet":[44],"Auto-Encoders.":[45],"DWN":[47],"devoted":[49],"classification":[52],"one":[54],"class":[55],"compared":[56],"other":[58],"classes":[59],"dataset.":[62],"Mel-Frequency":[64],"Cepstral":[65],"Coefficients":[66],"(MFCC)":[67],"chosen":[69],"select":[71],"features.":[73],"Finally,":[74],"experimental":[76],"test":[77],"performed":[79],"prepared":[82],"corpus":[83],"Arabic":[85],"words.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}