{"id":2660,"date":"2024-11-18T16:01:00","date_gmt":"2024-11-18T15:01:00","guid":{"rendered":"http:\/\/aholab.ehu.eus\/aholab\/?p=2660"},"modified":"2025-09-15T17:06:01","modified_gmt":"2025-09-15T15:06:01","slug":"","status":"publish","type":"post","link":"https:\/\/aholab.ehu.eus\/aholab\/eu\/voice-restoration-with-silent-speech-interfaces-based-on-electro-myographic-signals\/","title":{"rendered":"","raw":""},"content":{"rendered":"","protected":false,"raw":""},"excerpt":{"rendered":"Student: Inge Salomons Supervisors: Eva Navas Cord\u00f3n and Inma Hern\u00e1ez Rioja Viva: 18\/11\/2024 DESCRIPTION In recent years, Silent Speech Interfaces (SSIs) have emerged as apromising alternative to restore oral communication by decodingspeech from non-acoustic (silent) speech-related biosignalsgenerated during speech production. Electromyography (EMG),which captures facial muscle activity using surface electrodes,offers a fundamentally new solution to restore...","protected":false,"raw":""},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_es_post_content":"","_es_post_name":"","_es_post_excerpt":"","_es_post_title":"","_eu_post_content":"","_eu_post_name":"","_eu_post_excerpt":"","_eu_post_title":"","_en_post_content":"<p>[vc_row][vc_column][vc_column_text css=\"\"]<\/p>\n<p><strong>Student: Inge Salomons<br><\/strong><\/p>\n<p>Supervisors: Eva Navas Cord\u00f3n and Inma Hern\u00e1ez Rioja<\/p>\n<p>Viva: 18\/11\/2024<\/p>\n<p><strong><u>DESCRIPTION <\/u><\/strong><br>In recent years, Silent Speech Interfaces (SSIs) have emerged as a<br>promising alternative to restore oral communication by decoding<br>speech from non-acoustic (silent) speech-related biosignals<br>generated during speech production. Electromyography (EMG),<br>which captures facial muscle activity using surface electrodes,<br>offers a fundamentally new solution to restore communication<br>capabilities to speech-disabled persons. In this approach, audible<br>speech is directly generated from silent speech data by mapping<br>the EMG generated signals into a suitable speech representation<br>and then generating a waveform from the estimated speech<br>parameters. Most commonly, deep neural networks (DNNs) are<br>applied to model the silent speech-to-speech mapping.<br>This thesis will be developed in the framework of the \"Voice<br>Restauration with Silent Speech Interfaces (ReSSint)\"\u009d project,<br>funded by the Agencia Estatal de Investigaci\u00f3n in collaboration<br>with the University of Granada and the Cognitive System Lab of<br>the University of Bremen.<\/p>\n<p>&nbsp;<\/p>\n<!-- wp:file {\"id\":3932,\"href\":\"https:\/\/aholab.ehu.eus\/aholab\/wp-content\/uploads\/2024\/11\/Doctoral-Thesis-Inge-Salomons.pdf\",\"displayPreview\":true} -->\n<div class=\"wp-block-file\"><object class=\"wp-block-file__embed\" style=\"width: 100%; height: 600px;\" data=\"https:\/\/aholab.ehu.eus\/aholab\/wp-content\/uploads\/2024\/11\/Doctoral-Thesis-Inge-Salomons.pdf\" type=\"application\/pdf\" width=\"300\" height=\"150\" aria-label=\"Doctoral Thesis Inge Salomons\"><\/object><a id=\"wp-block-file--media-df7d7d4f-28f3-44a9-9841-a0311ba200df\" href=\"https:\/\/aholab.ehu.eus\/aholab\/wp-content\/uploads\/2024\/11\/Doctoral-Thesis-Inge-Salomons.pdf\">Doctoral Thesis Inge Salomons<\/a><a class=\"wp-block-file__button wp-element-button\" href=\"https:\/\/aholab.ehu.eus\/aholab\/wp-content\/uploads\/2024\/11\/Doctoral-Thesis-Inge-Salomons.pdf\" download=\"\" aria-describedby=\"wp-block-file--media-df7d7d4f-28f3-44a9-9841-a0311ba200df\">Descarga<\/a><\/div>\n<p><!-- \/wp:file -->&nbsp;<\/p>\n<!-- wp:embed {\"url\":\"https:\/\/aholab.ehu.eus\/aholab\/download\/3856\/\",\"type\":\"wp-embed\",\"providerNameSlug\":\"aholab\"} -->\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-aholab wp-block-embed-aholab\">\n<div class=\"wp-block-embed__wrapper\">&nbsp;<\/div>\n<\/figure>\n<p><!-- \/wp:embed -->&nbsp;<\/p>\n<p>[\/vc_column_text][\/vc_column][\/vc_row]<\/p>\n","_en_post_name":"voice-restoration-with-silent-speech-interfaces-based-on-electro-myographic-signals","_en_post_excerpt":"","_en_post_title":"2024, Inge Salomons: Voice restoration with Silent Speech Interfaces based on Electro-Myographic signals","edit_language":"eu","footnotes":""},"categories":[68],"tags":[],"class_list":["post-2660","post","type-post","status-publish","format-standard","hentry","category-phd-thesis-finished"],"_links":{"self":[{"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/posts\/2660","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/comments?post=2660"}],"version-history":[{"count":10,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/posts\/2660\/revisions"}],"predecessor-version":[{"id":3935,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/posts\/2660\/revisions\/3935"}],"wp:attachment":[{"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/media?parent=2660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/categories?post=2660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aholab.ehu.eus\/aholab\/eu\/wp-json\/wp\/v2\/tags?post=2660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}