{"id":17012,"date":"2021-07-24T13:49:34","date_gmt":"2021-07-24T06:49:34","guid":{"rendered":"https:\/\/www.nectec.or.th\/en\/?p=17012"},"modified":"2021-08-23T10:27:19","modified_gmt":"2021-08-23T03:27:19","slug":"speechtranslator","status":"publish","type":"post","link":"https:\/\/www.nectec.or.th\/en\/innovation\/service-innovation\/speechtranslator.html","title":{"rendered":"Network based Speech Translator"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17012\" class=\"elementor elementor-17012\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3660389 elementor-section-full_width elementor-section-height-min-height elementor-section-height-default elementor-section-items-middle\" data-id=\"3660389\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-92ce297\" data-id=\"92ce297\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5fa3d7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5fa3d7f\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-0d8eb38\" data-id=\"0d8eb38\" 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-7d16fc5 elementor-widget elementor-widget-heading\" data-id=\"7d16fc5\" 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<h2 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.nectec.or.th\/en\/innovation\">Service Innovation<\/a><\/h2>\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\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-a091d1a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a091d1a\" 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-33 elementor-top-column elementor-element elementor-element-79152b4\" data-id=\"79152b4\" 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-32c2aa4 elementor-hidden-tablet elementor-hidden-phone elementor-widget elementor-widget-shortcode\" data-id=\"32c2aa4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8315\" class=\"elementor elementor-8315\" data-elementor-post-type=\"ae_global_templates\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0c602d2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0c602d2\" 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-fb23430\" data-id=\"fb23430\" 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-61f4fb2 elementor-nav-menu__align-start elementor-nav-menu__text-align-center elementor-nav-menu--dropdown-tablet elementor-nav-menu--toggle elementor-nav-menu--burger elementor-widget elementor-widget-nav-menu\" data-id=\"61f4fb2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;layout&quot;:&quot;vertical&quot;,&quot;submenu_icon&quot;:{&quot;value&quot;:&quot;&lt;svg aria-hidden=\\&quot;true\\&quot; 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line-height: 1.3; margin-bottom: 0.8em; font-size: 1.6em; font-style: normal; background-color: #ffffff;\">Network based Speech Translator<\/h2><\/header><\/article><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0750372 elementor-shape-square e-grid-align-left elementor-grid-0 elementor-widget elementor-widget-social-icons\" data-id=\"0750372\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook elementor-animation-grow elementor-repeater-item-0645723\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Facebook<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-twitter elementor-animation-grow elementor-repeater-item-0c57861\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Twitter<\/span>\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9dc03e0 elementor-widget elementor-widget-image\" data-id=\"9dc03e0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"310\" height=\"198\" src=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/195.jpg\" class=\"attachment-large size-large wp-image-20098\" alt=\"\" srcset=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/195.jpg 310w, https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/195-300x192.jpg 300w\" sizes=\"(max-width: 310px) 100vw, 310px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1076c1c elementor-widget elementor-widget-text-editor\" data-id=\"1076c1c\" 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>The language barrier is a major problem for today&#8217;s global communication. Existing technologies like automatic text translation as well as speech input\/output can now be a seed for an innovative technology called speech-to-speech translation, where speech in a source language can be translated to speech in a target language.<\/p><p>Under the collaboration among 8 Asian countries; Thailand, Japan, Korea, Vietnam, Indonesia, China, India, and Singapore, in the name \u201cAsian Speech Translation Advance Research Consortium (A-STAR)\u201d, a network-based speech translation system has been developed. The system facilitates people to talk to each other by using their own mother-tongue language. Member countries set up basic speech translation components including automatic speech recognition (ASR) and text-to-speech synthesis (TTS) for their own languages, and statistical machine translation (SMT) between their languages to English or others. The prototype Internet-based engine links web services of such basic components, forming a speech translator for 8 languages plus English.<\/p><p>Client applications can be in many forms such as voice-interfaced instant messengers with a translation service, and a peer-to-peer software that helps translation between two languages. Although the current system has been built particularly for the travel domain, modification to other domains requires only the development of a domain-specific database. This happens to be useful in many application areas e.g. tourism, multi-cultural communication, social networking, international conference and business.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-640d535 elementor-widget elementor-widget-image\" data-id=\"640d535\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"257\" src=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/198.jpg\" class=\"attachment-large size-large wp-image-20099\" alt=\"\" srcset=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/198.jpg 320w, https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/198-300x241.jpg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf43735 elementor-widget elementor-widget-image\" data-id=\"cf43735\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"320\" height=\"234\" src=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/199.jpg\" class=\"attachment-large size-large wp-image-20100\" alt=\"\" srcset=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/199.jpg 320w, https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/199-300x219.jpg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c72011b elementor-widget elementor-widget-text-editor\" data-id=\"c72011b\" 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<h3>Key Features<\/h3><ul><li>Speech translation among 8 Asian languages (Thai, Japanese, Korean, Indonesian, Vietnamese, Chinese, Malay, and Hindi) and English<\/li><li>For the Thai-English pair developed by NECTEC, the system recognizes 14,000 Thai words and 21,000 English words in the travel domain. Users are allowed to speak any sentence based on recognizable words.<\/li><li>Ubiquitous computing via the Internet interface<\/li><li>Less than 5 seconds\/transaction on the normal Internet condition<\/li><li>Overall translation accuracy varies between 60-90% depending on the speaking environment and style Domain, environment, and speaker adaptability and scalability<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ac1ec5 elementor-widget elementor-widget-image\" data-id=\"2ac1ec5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"221\" src=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/202.jpg\" class=\"attachment-large size-large wp-image-20101\" alt=\"\" srcset=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/202.jpg 320w, https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/202-300x207.jpg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ffe1fa8 elementor-widget elementor-widget-image\" data-id=\"ffe1fa8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"320\" height=\"245\" src=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/203.jpg\" class=\"attachment-large size-large wp-image-20102\" alt=\"\" srcset=\"https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/203.jpg 320w, https:\/\/www.nectec.or.th\/en\/wp-content\/uploads\/2021\/07\/203-300x230.jpg 300w\" sizes=\"(max-width: 320px) 100vw, 320px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e070493 elementor-widget elementor-widget-text-editor\" data-id=\"e070493\" 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<section><h3>Contact<\/h3><dl><dd>Intelligent Informatics Research Unit (INIRU)<\/dd><dd>E-mail: i&#110;&#x69;&#x72;u&#64;&#110;&#x65;&#x63;t&#101;&#x63;&#x2e;o&#114;&#46;&#x74;&#x68;<\/dd><\/dl><\/section><footer><p class=\"pull-right\" style=\"padding-left: 600px;\">June-20-2016 15:00<\/p><\/footer>\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>The Speech-to-Speech Translation system that facilitates people to talk to each other by using their own mother-tongue language.<\/p>\n","protected":false},"author":1,"featured_media":17013,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[239],"tags":[313],"class_list":["post-17012","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-service-innovation","tag-network-based-speech-translator"],"_links":{"self":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts\/17012","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/comments?post=17012"}],"version-history":[{"count":0,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/posts\/17012\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/media\/17013"}],"wp:attachment":[{"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/media?parent=17012"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/categories?post=17012"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nectec.or.th\/en\/wp-json\/wp\/v2\/tags?post=17012"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}