{"id":21474,"date":"2022-06-13T17:17:24","date_gmt":"2022-06-13T10:17:24","guid":{"rendered":"https:\/\/www.nectec.or.th\/en\/?p=21474"},"modified":"2022-07-05T11:18:53","modified_gmt":"2022-07-05T04:18:53","slug":"stu","status":"publish","type":"post","link":"https:\/\/www.nectec.or.th\/en\/research\/ainrg\/stu.html","title":{"rendered":"Speech and Text Understanding Research Team (STU)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"21474\" class=\"elementor elementor-21474\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-283634c2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"283634c2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2427cbb6\" data-id=\"2427cbb6\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d1eb2e6 elementor-widget elementor-widget-text-editor\" data-id=\"d1eb2e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Speech and Text Understanding (STU) lab conducts research and development in Thai spoken and written language technologies. The lab is engaged in wide range of R&amp;D activities such as natural language processing, speech recognition and synthesis, information retrieval and extraction and knowledge discovered from texts. Such activities help enable computers to interact and communicate with humans with natural language capabilities.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-aaba27d\" data-id=\"aaba27d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7e85e6e elementor-toc--content-ellipsis elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"7e85e6e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h3&quot;],&quot;exclude_headings_by_selector&quot;:[],&quot;marker_view&quot;:&quot;bullets&quot;,&quot;icon&quot;:{&quot;value&quot;:&quot;fas fa-circle&quot;,&quot;library&quot;:&quot;fa-solid&quot;},&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\t\u0e2a\u0e32\u0e23\u0e1a\u0e31\u0e0d\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__7e85e6e\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__7e85e6e\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__7e85e6e\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e16fdb1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e16fdb1\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-83807e5\" data-id=\"83807e5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7db7a23 elementor-widget elementor-widget-heading\" data-id=\"7db7a23\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Vision\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7380411 elementor-widget elementor-widget-text-editor\" data-id=\"7380411\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">To become the leading R&amp;D lab in Thai spoken and written language technologies<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1b06b02 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1b06b02\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8a02222\" data-id=\"8a02222\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d45ef28 elementor-widget elementor-widget-heading\" data-id=\"d45ef28\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Mission\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4903502 elementor-widget elementor-widget-text-editor\" data-id=\"4903502\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>To achieve excellence in basic and applied research in Thai spoken and written language technologies<\/li><li>To collaborate with domestic and international research organizations.<\/li><li>To create and setup ecosystem for research in Thailand<\/li><li>To create the greatest economics and social impact through technology transfer<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6c82dcf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c82dcf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cc9d53f\" data-id=\"cc9d53f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-709329a elementor-widget elementor-widget-heading\" data-id=\"709329a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Core Technology<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-678677b elementor-widget elementor-widget-text-editor\" data-id=\"678677b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Speech Technology<\/span><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Signal and Speech Processing<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Speech Recognition<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Speech Synthesis<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Audio-visual technology<\/span><\/li><\/ul><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Text Processing and Mining Technology<\/span><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Word Segmentation<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Information Retrieval and Search Engine<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Text Mining<\/span><\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b829d72 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b829d72\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f56a9c5\" data-id=\"f56a9c5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cd57790 elementor-widget elementor-widget-heading\" data-id=\"cd57790\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Renown Project<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc44d97 elementor-widget elementor-widget-text-editor\" data-id=\"bc44d97\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong><span style=\"color: #800000;\">1. VAJA: Thai Speech Synthesis<\/span><br \/><\/strong><span style=\"font-weight: 400;\">Vaja is a Thai text-to-speech software and has been extensively researched and developed since 1997. The most recent version Vaja 8.0 comes with the following ;<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Able to synthesis all Thai words even some words are not occurred in the dictionary<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Adding words to a custom dictionary such as, a named entity, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Two languages (Thai and English) with one voice<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Support multiple platform such as, Windows (Microsoft Speech APIs), Linux Enterprise (Web APIs) <\/span><span style=\"font-weight: 400;\">\u0e41\u0e25\u0e30 <\/span><span style=\"font-weight: 400;\">Android (Android APIs)<\/span><\/li><\/ul><p><span style=\"color: #800000;\"><b>2. Partii: Automatic Thai Speech Recognition<br \/><\/b><\/span><span style=\"font-weight: 400;\">Partii is a Thai speech recognition system, which converts speech signal to text. This project has been researched since 2013. The current version is Partii 4.0 comes with the following ;<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Accuracy: 80% in quiet environment and 70% in quasi-noisy environment.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Real-time-factor: 1.5x<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Supporting client and server streaming through gRPC protocol<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Customizable system<\/span><\/li><\/ul><p><span style=\"color: #800000;\"><b>3. S-sense: Social Media Monitoring<br \/><\/b><\/span><span style=\"font-weight: 400;\">S-Sense is a tool for analyzing intention and sentiment on Thai social media. S-Sense can classify social media content into four intentions: request, question, announcement, and sentiment. The sentiment text can be further classified into either positive or negative. S-Sense can also analyze comparative sentence and identity association between sentiment and feature of the products or services.<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Compatible multi-file format: plain Text (txt), Microsoft Word Document (doc, docx), Portable Document Format (pdf)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Support Thai and English document<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Detect some modified technique such as, deletion, addition, insertion, swap, etc.<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Customisable database<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Highlight suspicious sentences with similarity percentage<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Statistical report<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-87bf8dd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"87bf8dd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bee2832\" data-id=\"bee2832\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8406b77 elementor-widget elementor-widget-heading\" data-id=\"8406b77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Members &amp; Expertise\u00a0<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-49a51ce elementor-widget elementor-widget-text-editor\" data-id=\"49a51ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Vataya Chunwijitra, Ph.D<\/strong> (Automatic Speech Recognition, HMM-based Speech Synthesis)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Chaianun Damrongrat, Ph.D<\/strong> (Information Retrieval, Computer Vision, Augmented Reality, Knowledge Management, Mobile Application, Location-Based technology)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Ausdang Thangthai, Ph.D<\/strong> (Speech processing, Thai Text processing, Audiovisual Speech Synthesis)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Kwanchiva Thangthai, Ph.D<\/strong> (Multi-Modal Speech Recognition, Statistical Language Modeling)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Surasak Boonkla, Ph.D<\/strong> (Speech Processing, Voice Biometrics)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Pornpimon Palingoon<\/strong> (Linguistics, Corpus Linguistics, Lexicography)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Sumonmas Thatphithakkul<\/strong> (Linguistics and Phonetics)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Sarawoot Kongyoung<\/strong> (Big Data Analytic, Text Mining and Machine Learning, Sentiment Analysis and Opinion Mining, Information Retrieval and Search Engine, Natural Language Processing, Software Engineering, Visualization)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Supon Klaithin<\/strong> (Database Management System, Web Programming, Natural Language Processing)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Santipong Thaiprayoon<\/strong> (Web and Database Management System, Information Retrieval and Search Engine, Natural Language Processing, Text Mining, Plagiarism Detection)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Chatchawal Sangkeettrakarn<\/strong> (Information Retrieval, Search Engine, Question- Answering, Natural Language Processing, Mobile Application)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Kanokorn Trakultaweekoon<\/strong> (Web Programming and Design, Database Management System, Visualization)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Sittipong Saychum<\/strong> (Speech Synthesis Technology, Text analysis, Natural Language Processing, Embedded software development)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Phuttapong Sertsi<\/strong> (Speech Recognition, Computer Programming, Mobile App Development)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Nattapong Kurpukdee<\/strong> (Speech Synthesis, Text analysis, Computer Programming, Business Software Development, System and Database Administrator)<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\"><strong>Watthanasak Jeamwatthanachai, Ph.D\u00a0<\/strong> (Smart Agent)<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-935c3c4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"935c3c4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-598abfa\" data-id=\"598abfa\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1583a1 elementor-widget elementor-widget-heading\" data-id=\"c1583a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-medium\">Contact<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3335655 elementor-widget elementor-widget-text-editor\" data-id=\"3335655\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p style=\"padding-left: 40px;\"><span style=\"font-weight: 400;\"><strong>Speech and Text Understanding (STU)<\/strong><br \/><\/span><span style=\"font-weight: 400;\">Artificial Intelligence Research Group (AINRG)<br \/><\/span><span style=\"font-weight: 400;\">National Electronics and Computer Technology Centre (NECTEC)<br \/><\/span><span style=\"font-weight: 400;\">email: stu[at]nectec.or.th<br \/><\/span><span style=\"font-weight: 400;\">Tel. : (+66) 02-564-6900 ext 2232<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Research and develop Thai spoken and written language technologies.<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[253],"tags":[437,523,535],"class_list":["post-21474","post","type-post","status-publish","format-standard","hentry","category-ainrg","tag-ainrg","tag-research-team","tag-speech-and-text"],"_links":{"self":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts\/21474","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/comments?post=21474"}],"version-history":[{"count":9,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts\/21474\/revisions"}],"predecessor-version":[{"id":21496,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts\/21474\/revisions\/21496"}],"wp:attachment":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/media?parent=21474"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/categories?post=21474"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/tags?post=21474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}