{"id":2338,"date":"2018-12-11T13:27:07","date_gmt":"2018-12-11T13:27:07","guid":{"rendered":"http:\/\/aimas.cs.pub.ro\/robin\/?page_id=2338"},"modified":"2019-01-08T12:46:57","modified_gmt":"2019-01-08T12:46:57","slug":"robin-dialog","status":"publish","type":"page","link":"https:\/\/aimas.cs.pub.ro\/robin\/robin-dialog\/","title":{"rendered":"ROBIN DIALOG"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#f3f3f3&#8243;][vc_column]<div id=\"ultimate-heading-95266a50dd5a8b2b9\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-95266a50dd5a8b2b9 uvc-1417 accent-title-color color-title\" data-hspacer=\"line_with_icon\" data-hline_width=\"120\" data-hicon_type=\"selector\" data-hborder_style=\"solid\" data-hborder_height=\"3\" data-hborder_color=\"#329bd2\" data-icon_width=\"24\" data-hfixer=\"10\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-95266a50dd5a8b2b9 h2'  data-responsive-json-new='{\"font-size\":\"desktop:26px;\",\"line-height\":\"desktop:36px;\"}' ><h2 style=\"font-weight:bold;color:#1e73be;\">ROBIN DIALOG<\/h2><\/div><div class=\"uvc-heading-spacer line_with_icon\" style=\"margin-bottom:30px;height:24px;\"><div class=\"ult-just-icon-wrapper  \"><div class=\"align-icon\" style=\"text-align:center;\">\n<div class=\"aio-icon none \"  style=\"color:#329bd2;font-size:24px;display:inline-block;\">\n\t<i class=\"Defaults-comments-o\"><\/i>\n<\/div><\/div><\/div><\/div><\/div>[vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;5&#8243;][vc_column_inner width=&#8221;1\/6&#8243; offset=&#8221;vc_hidden-sm vc_hidden-xs&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][vc_btn title=&#8221;DESPRE&#8221; color=&#8221;sky&#8221; align=&#8221;center&#8221; button_block=&#8221;true&#8221; custom_onclick=&#8221;true&#8221; link=&#8221;url:.%2F%23about|||&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][vc_btn title=&#8221;OBIECTIVE&#8221; color=&#8221;sky&#8221; align=&#8221;center&#8221; button_block=&#8221;true&#8221; custom_onclick=&#8221;true&#8221; link=&#8221;url:.%2F%23objectives|||&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][vc_btn title=&#8221;PARTENERI&#8221; color=&#8221;sky&#8221; align=&#8221;center&#8221; button_block=&#8221;true&#8221; custom_onclick=&#8221;true&#8221; link=&#8221;url:.%2F%23partners|||&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][vc_btn title=&#8221;DELIVERABILE&#8221; color=&#8221;sky&#8221; align=&#8221;center&#8221; button_block=&#8221;true&#8221; custom_onclick=&#8221;true&#8221; link=&#8221;url:https%3A%2F%2Faimas.cs.pub.ro%2Frobin%2Frezultate%2F%23rst|||&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243; offset=&#8221;vc_hidden-sm vc_hidden-xs&#8221;][\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a50dd5a8b32c\" data-id=\"6a50dd5a8b32c\" data-height=\"15\" data-height-mobile=\"0\" data-height-tab=\"0\" data-height-tab-portrait=\"0\" data-height-mobile-landscape=\"0\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row gap=&#8221;15&#8243; equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; el_id=&#8221;about&#8221;][vc_column]<div class=\"ult-spacer spacer-6a50dd5a8b344\" data-id=\"6a50dd5a8b344\" data-height=\"10\" data-height-mobile=\"10\" data-height-tab=\"10\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[vc_row_inner][vc_column_inner]<div id=\"uvc-type-wrap-8383\"  data-ultimate-target='#uvc-type-wrap-8383'  data-responsive-json-new='{\"font-size\":\"desktop:16px;\",\"line-height\":\"desktop:26px;\"}'  class=\"uvc-type-wrap  ult-adjust-bottom-margin ult-responsive  uvc-type-align-center uvc-type-no-prefix uvc-wrap-21871662476a50dd5a8b362\" style=\"text-align:center;\"><span id=\"typed-21871662476a50dd5a8b362\" class=\"ultimate-typed-main \" style=\" font-weight:normal; text-transform: unset;\"><\/span><script type=\"text\/javascript\">\n\t\t\t\t\t\tjQuery(function($){ \n\t\t\t\t\t\t\t$(document).ready(function(){\n\t\t\t\t\t\t\t\tif( typeof jQuery(\"#typed-21871662476a50dd5a8b362\").typed == \"function\"){\n\t\t\t\t\t\t\t\t\t$(\"#typed-21871662476a50dd5a8b362\").typed({\n\t\t\t\t\t\t\t\t\t\tstrings: [\"\u00cen\u021belegerea \u0219i sinteza limbajului natural pentru robo\u021bi asistivi \u0219i interac\u021biunea cu mediul\"],\n\t\t\t\t\t\t\t\t\t\ttypeSpeed: 50,\n\t\t\t\t\t\t\t\t\t\tbackSpeed: 0,\n\t\t\t\t\t\t\t\t\t\tstartDelay: \"400\",\n\t\t\t\t\t\t\t\t\t\tbackDelay: \"1500\",\n\t\t\t\t\t\t\t\t\t\tloop: false,\n\t\t\t\t\t\t\t\t\t\tloopCount: false,\n\t\t\t\t\t\t\t\t\t\tshowCursor: true,\n\t\t\t\t\t\t\t\t\t\tcursorChar: \"|\",\n\t\t\t\t\t\t\t\t\t\tattr: null\n\t\t\t\t\t\t\t\t\t});\n\t\t\t\t\t\t\t\t}\n\t\t\t\t\t\t\t});\n\t\t\t\t\t\t});\n\t\t\t\t\t<\/script><\/div>[\/vc_column_inner][\/vc_row_inner][vc_row_inner equal_height=&#8221;yes&#8221; content_placement=&#8221;middle&#8221; gap=&#8221;20&#8243;][vc_column_inner width=&#8221;2\/3&#8243;][vc_column_text el_class=&#8221;introtextcl&#8221;]<\/p>\n<p style=\"text-align: justify;\">Pe m\u0103sur\u0103 ce tehnologiile inteligente \u0219i adaptive au devenit din ce \u00een ce mai integrate \u00een via\u021ba personal\u0103, este de a\u0219teptat ca robo\u021bii asistivi s\u0103 devin\u0103 adev\u0103ra\u021bi parteneri \u0219i companioni ai utilizatorilor umani pe care \u00eei servesc. Totu\u0219i, robo\u021bii de uz general nu sunt \u00eenc\u0103 gata, dar observ\u0103m tehnologii emergente \u00een viitorul apropiat care s\u0103 ajute oamenii. Una din func\u021bionalit\u0103\u021bile fundamentale pentru acceptarea unui robot asistiv este capacitatea sa comunica\u021bional\u0103. Domotica modern\u0103 presupune, de asemenea, interac\u021biunea natural\u0103 prin comenzi \u00een limbaj natural.<\/p>\n<p style=\"text-align: justify;\">Pentru limba rom\u00e2n\u0103, interac\u021biunea prin voce este \u00eenc\u0103 o mare provocare, cu c\u00e2teva experimente \u00eencurajatoare, dar limitate. Contextul comunica\u021bional de interes pentru acest proiect este dialogul situa\u021bional, care presupune raportarea la realitatea imediat\u0103. Una din cele mai eficiente metodologii de proiectare a componentei de comunicare situa\u021bional\u0103 \u00een limbaj natural se bazeaz\u0103 pe scenarii pentru micro-lumi. Marele avantaj al acestei abord\u0103ri const\u0103 \u00een posibilit\u0103\u021bile de a anticipa inten\u021biile partenerului uman, con\u021binutul cel mai probabil al unei cereri sau comenzi, precum \u0219i de a formula solicit\u0103ri inteligente de clarificare \u00een condi\u021biile insuficien\u021bei cuno\u0219tin\u021belor pentru prelucrarea mesajului transmis.<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;]\n<div tabindex=\"0\" id=\"interactive-banner-1-wrap-8905\" class=\"ult-banner-block ult-adjust-bottom-margin ult-bb-box  banner-style01 \"   style=\"\">\n\t<img decoding=\"async\" src=\"https:\/\/aimas.cs.pub.ro\/robin\/wp-content\/uploads\/2018\/08\/spee.jpg\" alt=\"null\">\n\t<h3  data-ultimate-target='#interactive-banner-1-wrap-8905 .bb-top-title '  data-responsive-json-new='{\"font-size\":\"\",\"line-height\":\"\"}'  class=\"title-center bb-top-title ult-responsive\" style=\"font-weight:normal;background:#5aa1e3;color:#ffffff;\">Vizita\u021bi Site-ul Proiectului Component<\/h3>\n\t<div class=\"mask opaque-background\" style=\"background:rgba(90,161,227,0.75);\">\n\t\t<div class=\"bb-back-icon\"><i class=\"icomoon-icomoonfree-16x16-sphere\" style=\"color:#ffffff\"><\/i><\/div>\n\t\t<p class=\"\" style=\"font-weight:normal;color:#ffffff;\">Vizita\u021bi Site-ul Proiectului<br \/>\nROBIN-Dialog<\/p>\n\t<\/div><a class=\"bb-link\" href=\"http:\/\/www.racai.ro\/p\/robin\/\" target=\"_blank\" rel=\"noopener\" ><\/a>\n<\/div>[\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a50dd5a8ba34\" data-id=\"6a50dd5a8ba34\" data-height=\"1\" data-height-mobile=\"1\" data-height-tab=\"1\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#f3f3f3&#8243; el_id=&#8221;objectives&#8221;][vc_column]<div id=\"ultimate-heading-76206a50dd5a8ba79\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-76206a50dd5a8ba79 uvc-6502 \" data-hspacer=\"line_only\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-76206a50dd5a8ba79 h2'  data-responsive-json-new='{\"font-size\":\"desktop:26px;\",\"line-height\":\"desktop:36px;\"}' ><h2 style=\"font-weight:bold;color:#329bd2;\">OBIECTIVELE<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"margin-bottom:30px;height:3px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:3px;border-color:#329bd2;width:120px;\"><\/span><\/div><\/div>[vc_column_text el_class=&#8221;introtextcl&#8221; css=&#8221;.vc_custom_1544535759881{margin-bottom: 10px !important;}&#8221;]<\/p>\n<p style=\"text-align: justify;\"><strong>Scopul proiectului ROBIN-DIALOG<\/strong> presupune dezvoltarea unei serii de scenarii pentru c\u00e2teva micro-lumi \u0219i tehnologia de prelucrare a limbii rom\u00e2ne pentru dialoguri situa\u021bionale \u00een aceste micro-lumi. Aceast\u0103 tehnologie va fi validat\u0103 pe scenariile \u0219i micro-lumile cercetate, dar va fi dezvoltat\u0103 \u00een a\u0219a fel \u00eenc\u00e2t s\u0103 poat\u0103 fi aplicat\u0103 cu u\u0219urin\u021b\u0103 \u0219i pe alte scenarii \u0219i\/sau micro-lumi. Caracterul de generalitate va fi asigurat de metodele de \u00eenv\u0103\u021bare automat\u0103 de tip \u201ddeep learning\u201d \u0219i de specificarea resurselor (e.g. baze de cuno\u0219tin\u021be) \u00een limbaje standard (e.g. XML\/RDF) care vor asigura func\u021bionarea sistemului \u00een orice micro-lume \u0219i\/sau scenariu, at\u00e2ta timp c\u00e2t datele de antrenare \u0219i resursele specifice vor fi disponibile pentru acestea.n dezvoltarea de metode de vedere computa\u0163ional\u0103 care s\u0103 rezolve o gam\u0103 mai larg\u0103 \u015fi mai sofisticat\u0103 de sarcini de asisten\u0163\u0103 \u00een pilotaj, realizarea unor module inteligente pentru &#8222;Hands-off driving\u201d \u0219i &#8222;Automated driving\u201d \u0219i un sistem prototip care va fi testat pe un autovehicul electric semi-autonom pus la dispozi\u021bia consor\u021biului de compania PRIME Motors Industry,\u00a0 pe durata derul\u0103rii proiectului. Sistemul va fi capabil s\u0103 observe, recunoasc\u0103 \u0219i monitorizeze scena, drumul, obiectele \u0219i persoanele din mediul exterior precum \u0219i expresia \u0219oferului, oferindu-i informa\u021biile necesare \u00eentr-un mod cat mai non-invaziv (inclusiv interac\u021biuni vocal\u0103 prin comenzi simple), capacitate crescuta de pilotaj \u0219i de luarea deciziilor.<\/p>\n<p style=\"text-align: justify;\"><strong>Obiectivele specifice ale proiectului sunt<\/strong>:<\/p>\n<p>[\/vc_column_text][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;10&#8243;][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"standard-arrow bullet-top\"><ul style=\"text-align: justify;\">\n<li>Proiectarea acestor scenarii \u0219i a sistemului de dialog situa\u021bional \u00een limba rom\u00e2n\u0103 presupune urm\u0103toarele activit\u0103\u021bi:\n<ul>\n<li>Construirea unui lexicon de cuvinte \u0219i expresii reprezentative pentru micro-lumea \u021bint\u0103. Exemple de micro-lumi sunt: i. o casa inteligent\u0103; ii. Un robot ac\u021bion\u00e2nd \u00eentr-un mediu\/spa\u021biu specificat.<\/li>\n<li>Extensia automat\u0103 utiliz\u00e2nd metode semantice moderne (&#8222;continuous vector spaces\u201d) a lexiconului creat manual la pasul 1a.<\/li>\n<li>Crearea universului de discurs pentru micro-lumea\/scenariul selectat. Acest pas implic\u0103 identificarea rela\u021biilor semantice care se stabilesc \u00eentre cuvinte \u0219i care astfel devin predicate care vor fi validate (adev\u0103rat\/fals) \u00een contextul dialogului.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][vc_column_inner width=&#8221;1\/2&#8243;]<div class=\"standard-arrow bullet-top\"><ul>\n<li>Intr\u0103rile resursei lexico-semantice creat\u0103 \u00een pasul 1b vor fi transcrise fonetic \u0219i aliniate cu semnalul vocal corespunz\u0103tor \u00een cazul \u00een care aceste \u00eenregistr\u0103ri exist\u0103 \u00een CoRoLa.<\/li>\n<li>Sistemele de antrenare ASR \u0219i TTS vor fi alimentate cu rezultatele pasului 2. Sistemele ASR si TTS vor fi testate \u0219i validate.<\/li>\n<li>Implementarea sistemului de dialog cooperant pentru micro-lumile selectate.<\/li>\n<\/ul>\n<\/div>[\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a50dd5a8bb73\" data-id=\"6a50dd5a8bb73\" data-height=\"1\" data-height-mobile=\"1\" data-height-tab=\"1\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[vc_column_text el_class=&#8221;introtextcl&#8221;]<strong>Originalitate \u0219i inovare: <\/strong><\/p>\n<p style=\"text-align: justify;\">Originalitatea solu\u021biei propus\u0103 de noi const\u0103 \u00een primul r\u00e2nd \u00een faptul c\u0103 pentru limba rom\u00e2n\u0103 nu exist\u0103 o solu\u021bie similar\u0103 implementat\u0103. \u00cembinarea metodologiei scenariilor cu cea a semanticii distribu\u021bionale \u00een realizarea unui sistem de monitorizare a dialogului este, dup\u0103 cuno\u0219tin\u021bele noastre, o abordare nou\u0103 \u0219i ambi\u021bioas\u0103 av\u00e2nd \u00een vedere caracterul de generalitate asumat.<\/p>\n<p style=\"text-align: justify;\">Solu\u021biile tehnologice avute \u00een vedere vor fi implementate modular, folosind tehnici de \u00eenv\u0103\u021bare automat\u0103 de tip \u201edeep learning\u201d, pentru a permite adaptarea la noi micro-lumi \u0219i migrarea facil\u0103 \u00een noi aplica\u021bii. Specificarea universului de discurs \u0219i coresponden\u021ba acestuia cu cuvintele \u0219i expresiile din limba rom\u00e2n\u0103 se va face \u00eentr-un mod standardizat (fi\u0219iere XML\/RDF de exemplu).<\/p>\n<p>[\/vc_column_text]<div class=\"ult-spacer spacer-6a50dd5a8bb84\" data-id=\"6a50dd5a8bb84\" data-height=\"10\" data-height-mobile=\"10\" data-height-tab=\"10\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row][vc_row full_width=&#8221;stretch_row&#8221; el_id=&#8221;partners&#8221;][vc_column]<div id=\"ultimate-heading-34706a50dd5a8bbb8\" class=\"uvc-heading ult-adjust-bottom-margin ultimate-heading-34706a50dd5a8bbb8 uvc-2818 \" data-hspacer=\"line_only\"  data-halign=\"center\" style=\"text-align:center\"><div class=\"uvc-main-heading ult-responsive\"  data-ultimate-target='.uvc-heading.ultimate-heading-34706a50dd5a8bbb8 h2'  data-responsive-json-new='{\"font-size\":\"desktop:26px;\",\"line-height\":\"desktop:36px;\"}' ><h2 style=\"font-weight:bold;color:#329bd2;\">PARTENERI<\/h2><\/div><div class=\"uvc-heading-spacer line_only\" style=\"margin-bottom:30px;height:3px;\"><span class=\"uvc-headings-line\" style=\"border-style:solid;border-bottom-width:3px;border-color:#329bd2;width:120px;\"><\/span><\/div><\/div>[vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;15&#8243;][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;2283&#8243; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; img_link_target=&#8221;_blank&#8221; link=&#8221;http:\/\/www.racai.ro\/en\/&#8221;][vc_column_text]<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.racai.ro\/en\/\" target=\"_blank\" rel=\"noopener\">INSTITUTUL DE CERCET\u0102RI PENTRU INTELIGEN\u021a\u0102 ARTIFICIAL\u0102 &#8221;MIHAI DR\u0102G\u0102NESCU&#8221;<\/a> (CO)<\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;2270&#8243; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; img_link_target=&#8221;_blank&#8221; link=&#8221;https:\/\/upb.ro\/en\/&#8221;][vc_column_text]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/upb.ro\/en\/\" target=\"_blank\" rel=\"noopener\">UNIVERSITATEA POLITEHNICA DIN BUCURESTI<\/a><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][vc_column_inner width=&#8221;1\/3&#8243;][vc_single_image image=&#8221;2284&#8243; alignment=&#8221;center&#8221; onclick=&#8221;custom_link&#8221; img_link_target=&#8221;_blank&#8221; link=&#8221;https:\/\/www.utcluj.ro\/&#8221;][vc_column_text]<\/p>\n<p style=\"text-align: center;\"><a href=\"https:\/\/www.utcluj.ro\/\" target=\"_blank\" rel=\"noopener\">UNIVERSITATEA TEHNICA DIN CLUJ \u2013 NAPOCA<\/a><\/p>\n<p>[\/vc_column_text][\/vc_column_inner][\/vc_row_inner]<div class=\"ult-spacer spacer-6a50dd5a8bbed\" data-id=\"6a50dd5a8bbed\" data-height=\"10\" data-height-mobile=\"10\" data-height-tab=\"10\" data-height-tab-portrait=\"\" data-height-mobile-landscape=\"\" style=\"clear:both;display:block;\"><\/div>[\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row full_width=&#8221;stretch_row&#8221; bg_type=&#8221;bg_color&#8221; bg_color_value=&#8221;#f3f3f3&#8243;][vc_column][vc_row_inner equal_height=&#8221;yes&#8221; gap=&#8221;5&#8243;][vc_column_inner width=&#8221;1\/6&#8243; offset=&#8221;vc_hidden-sm vc_hidden-xs&#8221;][\/vc_column_inner][vc_column_inner width=&#8221;1\/6&#8243;][vc_btn title=&#8221;DESPRE&#8221; 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