Sign language translation (SLT) is an active field of study that encompasses human-computer interaction, computer vision, natural language processing and machine learning. Progress on this field could lead to higher levels of integration of deaf people. This paper presents, to the best of our knowledge, the first continuous Argentinian Sign Language (LSA) dataset. It contains 14,880 sentence level videos of LSA extracted from the CN Sordos YouTube channel with labels and keypoints annotations for each signer. We also present a method for inferring the active signer, a detailed analysis of the characteristics of the dataset, a visualization tool to explore the dataset and a neural SLT model to serve as baseline for future experiments.
{"title":"LSA-T: The first continuous Argentinian Sign Language dataset for Sign Language Translation","authors":"P. D. Bianco, Gast'on R'ios, Franco Ronchetti, F. Quiroga, Oscar Stanchi, Waldo Hasperu'e, A. Rosete","doi":"10.48550/arXiv.2211.15481","DOIUrl":"https://doi.org/10.48550/arXiv.2211.15481","url":null,"abstract":"Sign language translation (SLT) is an active field of study that encompasses human-computer interaction, computer vision, natural language processing and machine learning. Progress on this field could lead to higher levels of integration of deaf people. This paper presents, to the best of our knowledge, the first continuous Argentinian Sign Language (LSA) dataset. It contains 14,880 sentence level videos of LSA extracted from the CN Sordos YouTube channel with labels and keypoints annotations for each signer. We also present a method for inferring the active signer, a detailed analysis of the characteristics of the dataset, a visualization tool to explore the dataset and a neural SLT model to serve as baseline for future experiments.","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-11-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133715134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Potential Fields in Smoke Dispersion Applied to Evacuation Simulations","authors":"Bruna A. Corrêa, D. Adamatti, A. Bicho","doi":"10.1007/978-3-030-03928-8_7","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_7","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"36 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116946144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Design of a Bio-Inspired Controller to Operate a Modular Robot Autonomously","authors":"Henry Hernández, Rodrigo Moreno, A. Faíña, Jonatan Gómez","doi":"10.1007/978-3-030-03928-8_26","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_26","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"14 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114306967","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"LAR-WordNet: A Machine-Translated, Pan-Hispanic and Regional WordNet for Spanish","authors":"Sergio Jiménez, George Dueñas","doi":"10.1007/978-3-030-03928-8_32","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_32","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125989865","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Using Fuzzy Neural Networks to the Prediction of Improvement in Expert Systems for Treatment of Immunotherapy","authors":"A. J. Guimarães, V. Araújo, P. V. C. Souza, V. Araújo, T. S. Rezende","doi":"10.1007/978-3-030-03928-8_19","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_19","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"164 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124592848","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Rule-Based AMR Parser for Portuguese","authors":"Rafael Torres Anchiêta, T. Pardo","doi":"10.1007/978-3-030-03928-8_28","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_28","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"37 44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125706591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"An AI Approach to Temporal Indeterminacy in Relational Databases","authors":"Luca Anselma, Luca Piovesan, P. Terenziani","doi":"10.1007/978-3-030-03928-8_2","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_2","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128202787","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Differential Diagnosis of Dengue and Chikungunya in Colombian Children Using Machine Learning","authors":"William Caicedo-Torres, Á. Paternina-Caicedo, H. Pinzón-Redondo, Jairo Gutiérrez","doi":"10.1007/978-3-030-03928-8_15","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_15","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126942667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A Comparative Study Between Deep Learning and Traditional Machine Learning Techniques for Facial Biometric Recognition","authors":"J. S. Finizola, J. Targino, F. G. Teodoro, C. Lima","doi":"10.1007/978-3-030-03928-8_18","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_18","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126428879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"State Machines Synchronization for Collaborative Behaviors Applied to Centralized Robot Soccer Teams","authors":"J. Guarnizo, M. Mellado","doi":"10.1007/978-3-030-03928-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-03928-8_11","url":null,"abstract":"","PeriodicalId":353705,"journal":{"name":"Ibero-American Conference on AI","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115316951","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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