{"id":"https://openalex.org/W3093720354","doi":"https://doi.org/10.1109/atsip49331.2020.9231791","title":"Combining Speech Features for Aggression Detection Using Deep Neural Networks","display_name":"Combining Speech Features for Aggression Detection Using Deep Neural Networks","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3093720354","doi":"https://doi.org/10.1109/atsip49331.2020.9231791","mag":"3093720354"},"language":"en","primary_location":{"id":"doi:10.1109/atsip49331.2020.9231791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","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/A5038780832","display_name":"Noussaiba Jaafar","orcid":"https://orcid.org/0000-0003-1673-8547"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Noussaiba Jaafar","raw_affiliation_strings":["Signal, Image and Information Technology Research Laboratory LR SITI, National Engineering School of Tunis ENIT, University of Tunis El Manar, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Signal, Image and Information Technology Research Laboratory LR SITI, National Engineering School of Tunis ENIT, University of Tunis El Manar, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063621759","display_name":"Zied Lachiri","orcid":"https://orcid.org/0000-0002-1289-5089"},"institutions":[{"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"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Zied Lachiri","raw_affiliation_strings":["Signal, Image and Information Technology Research Laboratory LR SITI, National Engineering School of Tunis ENIT, University of Tunis El Manar, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"Signal, Image and Information Technology Research Laboratory LR SITI, National Engineering School of Tunis ENIT, University of Tunis El Manar, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5038780832"],"corresponding_institution_ids":["https://openalex.org/I4210131288","https://openalex.org/I63596082"],"apc_list":null,"apc_paid":null,"fwci":0.1326,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55400465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"15","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9948999881744385,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9854000210762024,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7686171531677246},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5734084844589233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5676829218864441},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5387275218963623},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5289076566696167},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49609264731407166},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.467492014169693},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4649319350719452},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.44343942403793335},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4108380079269409},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3717324733734131},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3298960328102112}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7686171531677246},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5734084844589233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5676829218864441},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5387275218963623},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5289076566696167},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49609264731407166},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.467492014169693},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4649319350719452},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.44343942403793335},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4108380079269409},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3717324733734131},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3298960328102112},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip49331.2020.9231791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W115231679","https://openalex.org/W1552217991","https://openalex.org/W1847115761","https://openalex.org/W1970906983","https://openalex.org/W1984739144","https://openalex.org/W2003931815","https://openalex.org/W2034849674","https://openalex.org/W2040467972","https://openalex.org/W2065575936","https://openalex.org/W2090777335","https://openalex.org/W2095705004","https://openalex.org/W2144005487","https://openalex.org/W2151543699","https://openalex.org/W2280309234","https://openalex.org/W2331812431","https://openalex.org/W2619914165","https://openalex.org/W2623328435","https://openalex.org/W2748295916","https://openalex.org/W2766122029","https://openalex.org/W2789851222","https://openalex.org/W2809734421","https://openalex.org/W2891359673","https://openalex.org/W2915602689","https://openalex.org/W2934705185","https://openalex.org/W2947177749","https://openalex.org/W2962943250","https://openalex.org/W2989874968","https://openalex.org/W3010663251","https://openalex.org/W4285719527","https://openalex.org/W4299349867","https://openalex.org/W6633048663","https://openalex.org/W6638790038","https://openalex.org/W6674330103","https://openalex.org/W6681409903","https://openalex.org/W6682209933","https://openalex.org/W6748988415"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W3144423903","https://openalex.org/W2377397762","https://openalex.org/W2793967660","https://openalex.org/W2361654993"],"abstract_inverted_index":{"Predicting":[0],"the":[1,44,67,76,95,106,113,120,124,151,155,168,172],"intensity":[2],"level":[3,41,49,60,80,158],"of":[4,51,54,66,78,109,116,174],"aggression":[5,69,82,157],"is":[6,62,92],"a":[7,24,39,52,58,63],"challenging":[8],"problem":[9],"in":[10],"surveillance":[11],"applications.":[12],"Since":[13],"there":[14],"are":[15,126,165],"no":[16],"trivial":[17],"fusion":[18,25,121],"rules":[19],"or":[20],"classifiers,":[21],"we":[22,74,111],"developed":[23],"framework":[26,37],"to":[27,132],"accomplish":[28],"this":[29,72],"complex":[30],"task":[31],"using":[32,98,159],"Deep":[33,160],"Neural":[34,161],"Networks.":[35],"This":[36,90],"used":[38],"low":[40],"that":[42,144],"contains":[43],"audio-visual":[45],"features,":[46],"an":[47],"intermediate":[48],"composed":[50],"set":[53],"concepts":[55],"(meta-features)":[56],"and":[57,84,87,100,140,154],"high":[59],"which":[61],"final":[64],"evaluation":[65],"multimodal":[68,79,156],"detection.":[70],"In":[71],"paper,":[73],"study":[75],"prediction":[77,91],"for":[81,105,149],"detection":[83],"both":[85],"Context":[86],"Semantics":[88],"meta-features.":[89],"based":[93],"on":[94,119],"audio":[96],"modality":[97],"sensor":[99],"semantic":[101,107],"information.":[102],"Using":[103],"meta-features":[104,153],"part":[108],"speech,":[110],"show":[112],"added":[114],"value":[115],"such":[117,137],"extra-information":[118],"process":[122],"when":[123,163],"situations":[125],"more":[127],"complicated.":[128],"We":[129],"also":[130],"propose":[131],"use":[133],"different":[134],"text-based":[135],"features":[136,143,170],"as":[138],"linguistic":[139],"word":[141],"affect":[142],"will":[145],"provide":[146],"significant":[147],"results":[148],"predicting":[150],"two":[152],"Networks":[162],"they":[164],"fused":[166],"with":[167],"acoustic":[169],"although":[171],"nature":[173],"spontaneous":[175],"speech.":[176]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
