{"id":39097,"date":"2025-06-05T15:09:40","date_gmt":"2025-06-05T15:09:40","guid":{"rendered":"https:\/\/www.creative-words.com\/raccolta-di-dati-sms-per-il-training-di-sistemi-speech-to-text\/"},"modified":"2025-07-30T15:14:40","modified_gmt":"2025-07-30T15:14:40","slug":"sms-data-collection-for-training-speech-to-text-systems","status":"publish","type":"post","link":"https:\/\/www.creative-words.com\/en\/sms-data-collection-for-training-speech-to-text-systems\/","title":{"rendered":"SMS Data Collection for Training Speech-to-Text Systems"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"39097\" class=\"elementor elementor-39097 elementor-39091\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1136130f e-flex e-con-boxed e-con e-parent\" data-id=\"1136130f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-599f783 e-con-full e-flex e-con e-child\" data-id=\"599f783\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-33f6041b elementor-widget elementor-widget-text-editor\" data-id=\"33f6041b\" 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 class=\"wp-block-heading\"><b>Introduction<\/b><\/h3><p><span style=\"font-weight: 400;\">We were tasked with supporting a multilingual project aimed at enhancing speech-to-text systems through the collection of realistic, context-rich SMS messages. The goal was to provide machine translation models with authentic and diverse data reflecting users\u2019 everyday language. The main challenge was to generate coherent, believable content aligned with given scenarios, while maintaining linguistic consistency and quality across multiple languages<\/span><\/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-83a3224 elementor-widget elementor-widget-text-editor\" data-id=\"83a3224\" 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 class=\"wp-block-heading\"><b>Solution and Benefits<\/b><\/h3><ul><li><span style=\"font-weight: 400;\">Creation of realistic SMS messages by native speakers<\/span><\/li><li><span style=\"font-weight: 400;\">Use of client-provided scenarios and contexts to simulate real-life conversations<\/span><\/li><li><span style=\"font-weight: 400;\">Generation of new SMS messages or replies to predefined ones to mimic natural interactions<\/span><\/li><li><span style=\"font-weight: 400;\">Assurance of linguistic and semantic diversity in the content generated<\/span><\/li><li><span style=\"font-weight: 400;\">Enforcement of specific constraints: minimum 40 characters and a maximum of 30 words per message<\/span><\/li><li><span style=\"font-weight: 400;\">Collection of authentic data essential for training more accurate and natural speech-to-text systems<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-483740b e-con-full e-flex e-con e-child\" data-id=\"483740b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71a13bd elementor-widget elementor-widget-text-editor\" data-id=\"71a13bd\" 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 class=\"wp-block-heading\"><b>Results and Conclusions<\/b><\/h3><ul><li><span style=\"font-weight: 400;\">Project completed in just over two months<\/span><\/li><li><span style=\"font-weight: 400;\">Involvement of four languages with significant volumes of data collected<\/span><\/li><li><span style=\"font-weight: 400;\">Concrete contribution to improving voice recognition and machine translation systems using real-world data<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>We were tasked with supporting a multilingual project aimed at enhancing speech-to-text systems through the collection of realistic, context-rich SMS messages. The goal was to provide machine translation models with authentic and diverse data reflecting users\u2019 everyday language. The main challenge was to generate coherent, believable content aligned with given scenarios, while maintaining linguistic consistency and quality across multiple languages.<\/p>\n","protected":false},"author":1,"featured_media":36718,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[525,570,558],"tags":[],"class_list":["post-39097","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-case-study-en","category-case-study-en-2","category-data-solutions"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>SMS Data Collection for Training Speech-to-Text Systems - Creative Words<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creative-words.com\/en\/sms-data-collection-for-training-speech-to-text-systems\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"SMS Data Collection for Training Speech-to-Text Systems - Creative Words\" \/>\n<meta property=\"og:description\" content=\"We were tasked with supporting a multilingual project aimed at enhancing speech-to-text systems through the collection of realistic, context-rich SMS messages. 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