{"id":14697,"date":"2023-08-18T16:23:58","date_gmt":"2023-08-18T16:23:58","guid":{"rendered":"https:\/\/klang.io\/forschung\/"},"modified":"2024-06-20T11:54:34","modified_gmt":"2024-06-20T11:54:34","slug":"research","status":"publish","type":"page","link":"https:\/\/klang.io\/de\/about-us\/research\/","title":{"rendered":"Forschung"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"14697\" class=\"elementor elementor-14697 elementor-11271\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4c4352c elementor-section-height-min-height elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"4c4352c\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\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-f6309b6\" data-id=\"f6309b6\" data-element_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-bdf5840 elementor-widget elementor-widget-spacer\" data-id=\"bdf5840\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\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-3f2e66e elementor-widget elementor-widget-heading\" data-id=\"3f2e66e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Unser Engagement f\u00fcr die MIR-Forschung<\/h1>\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-116f8bb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"116f8bb\" data-element_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-wide\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2907de4\" data-id=\"2907de4\" data-element_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-20d99c3 elementor-widget elementor-widget-heading\" data-id=\"20d99c3\" data-element_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\">Wir sind auf einer Mission...<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a204e0 elementor-widget elementor-widget-text-editor\" data-id=\"0a204e0\" data-element_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>die Welt der Musik durch bahnbrechende Forschung im Bereich Music Information Retrieval (MIR) zu revolutionieren, wobei der Schwerpunkt auf der automatischen Musiktranskription liegt. Unser Engagement treibt uns an, Grenzen zu \u00fcberschreiten und unbekannte Gebiete zu erkunden, um au\u00dfergew\u00f6hnliche Produkte zu entwickeln. Durch den Einsatz von Spitzentechnologien, Datenanalyse und k\u00fcnstlicher Intelligenz (KI) wollen wir die komplexen Geheimnisse der Musik entschl\u00fcsseln, Grenzen \u00fcberwinden und Werkzeuge schaffen, die Musiker inspirieren, Branchen ver\u00e4ndern und das Leben bereichern. Unser Engagement f\u00fcr Innovation erm\u00f6glicht es uns, die Zukunft der Musik zu gestalten und sie f\u00fcr alle zug\u00e4nglicher, ausdrucksst\u00e4rker und unterhaltsamer zu machen.<\/p>\n\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-3c1c66c\" data-id=\"3c1c66c\" data-element_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-82f75de elementor-widget elementor-widget-image\" data-id=\"82f75de\" data-element_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=\"800\" height=\"534\" src=\"https:\/\/klang.io\/wp-content\/uploads\/2022\/06\/A9_06164_websize-1024x6831-1.jpg\" class=\"attachment-large size-large wp-image-14052\" alt=\"\" srcset=\"https:\/\/klang.io\/wp-content\/uploads\/2022\/06\/A9_06164_websize-1024x6831-1.jpg 1024w, https:\/\/klang.io\/wp-content\/uploads\/2022\/06\/A9_06164_websize-1024x6831-1-300x200.jpg 300w, https:\/\/klang.io\/wp-content\/uploads\/2022\/06\/A9_06164_websize-1024x6831-1-768x512.jpg 768w, https:\/\/klang.io\/wp-content\/uploads\/2022\/06\/A9_06164_websize-1024x6831-1-720x480.jpg 720w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\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\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-6480d9e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6480d9e\" data-element_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-8766cf2\" data-id=\"8766cf2\" data-element_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-1e872df elementor-widget elementor-widget-heading\" data-id=\"1e872df\" data-element_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\">Forschungsgebiete<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31128f5 elementor-widget elementor-widget-text-editor\" data-id=\"31128f5\" data-element_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>Unser Hauptziel ist es, Innovationen zu f\u00f6rdern, die das Potenzial haben, die<br \/>nicht nur einzelne Musikerinnen und Musiker, sondern die gesamte Musikindustrie als Ganzes.<\/p>\n\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-2f0b884 elementor-pagination-type-bullets elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-n-carousel\" data-id=\"2f0b884\" data-element_type=\"widget\" data-settings=\"{&quot;carousel_items&quot;:[{&quot;slide_title&quot;:&quot;Automatic Music Transcription&quot;,&quot;_id&quot;:&quot;d322d9c&quot;},{&quot;slide_title&quot;:&quot;Beat Detection&quot;,&quot;_id&quot;:&quot;ecba230&quot;},{&quot;slide_title&quot;:&quot;Chord Recognition&quot;,&quot;_id&quot;:&quot;d6f55fd&quot;},{&quot;_id&quot;:&quot;d24bae0&quot;,&quot;slide_title&quot;:&quot;Rhythm Qunatization&quot;},{&quot;_id&quot;:&quot;9393acf&quot;,&quot;slide_title&quot;:&quot;Slide #5&quot;},{&quot;_id&quot;:&quot;29d528d&quot;,&quot;slide_title&quot;:&quot;Slide #6&quot;}],&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;offset_sides&quot;:&quot;none&quot;,&quot;arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-carousel swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Karussell\" dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64045d6 e-flex e-con-boxed e-con e-parent\" data-id=\"64045d6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d438200 e-flex e-con-boxed e-con e-parent\" data-id=\"d438200\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d56dfb elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"1d56dfb\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fab fa-itunes-note\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAutomatische Musik-Transkription\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDurch innovative Forschung wird die Transkription von Musik vorangetrieben, indem Melodien und Harmonien mit Pr\u00e4zision und Geschwindigkeit erfasst werden.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"2\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8cfc7f8 e-flex e-con-boxed e-con e-parent\" data-id=\"8cfc7f8\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ddcbb1a e-flex e-con-boxed e-con e-parent\" data-id=\"ddcbb1a\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42be61d elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"42be61d\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-drum\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tDownbeat\/Beat-Erkennung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t\nErforschung der Downbeat-Erkennung: Entr\u00e4tseln rhythmischer Muster f\u00fcr ein besseres Musikverst\u00e4ndnis und eine bessere Analyse.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"3\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bac514a e-flex e-con-boxed e-con e-parent\" data-id=\"bac514a\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-d278d1c e-flex e-con-boxed e-con e-parent\" data-id=\"d278d1c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a3fa3b elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"0a3fa3b\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-guitar\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tAkkord-Erkennung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFortschritte bei der Akkorderkennung: Das harmonische Gef\u00fcge der Musik durch innovative Forschung entschl\u00fcsseln.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"4\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0a81a57 e-flex e-con-boxed e-con e-parent\" data-id=\"0a81a57\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c60c287 e-flex e-con-boxed e-con e-parent\" data-id=\"c60c287\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d481013 elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"d481013\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-wave-square\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tRhythmus-Quantisierung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFortschritt in der Musik durch pr\u00e4zise Rhythmusquantisierung: Der Einfluss des Rhythmus auf Wahrnehmung und Leistung.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"5\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e5e3503 e-flex e-con-boxed e-con e-parent\" data-id=\"e5e3503\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3267ce9 e-flex e-con-boxed e-con e-parent\" data-id=\"3267ce9\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f309d4a elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"f309d4a\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-toolbox\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tMusik-Signalverarbeitung\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tDie Grenzen in der Forschung zur Musiksignalverarbeitung verschieben, um verborgene Erkenntnisse zu erschlie\u00dfen und die Musikanalyse zu verbessern.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"6\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 von 6\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0587b67 e-flex e-con-boxed e-con e-parent\" data-id=\"0587b67\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7d7f2ae e-flex e-con-boxed e-con e-parent\" data-id=\"7d7f2ae\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-df20249 elementor-view-default elementor-position-top elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"df20249\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-code-branch\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tQuellenseparation\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tFortschrittliche Trennung von Musikquellen: Die Trennung verschiedener Elemente in Musikaufnahmen f\u00fcr mehr Klarheit.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Voriger\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"N\u00e4chster\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/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-a234cef elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a234cef\" data-element_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-01c70bd\" data-id=\"01c70bd\" data-element_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-cc6b44d elementor-widget elementor-widget-heading\" data-id=\"cc6b44d\" data-element_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\">Bachelor- und Master-Arbeiten<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a457287 elementor-widget elementor-widget-text-editor\" data-id=\"a457287\" data-element_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>Unsere neuesten Sch\u00fclerforschungsprojekte:<\/p>\n\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-f67c264 elementor-pagination-type-bullets elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-n-carousel\" data-id=\"f67c264\" data-element_type=\"widget\" data-settings=\"{&quot;carousel_items&quot;:[{&quot;slide_title&quot;:&quot;Slide #1&quot;,&quot;_id&quot;:&quot;e8bda77&quot;},{&quot;slide_title&quot;:&quot;Slide #2&quot;,&quot;_id&quot;:&quot;8f54086&quot;},{&quot;slide_title&quot;:&quot;Slide #3&quot;,&quot;_id&quot;:&quot;84915bc&quot;},{&quot;_id&quot;:&quot;db4fa04&quot;,&quot;slide_title&quot;:&quot;Slide #4&quot;}],&quot;slides_to_show&quot;:&quot;4&quot;,&quot;slides_to_show_tablet&quot;:&quot;2&quot;,&quot;slides_to_show_mobile&quot;:&quot;1&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500,&quot;offset_sides&quot;:&quot;none&quot;,&quot;arrows&quot;:&quot;yes&quot;,&quot;pagination&quot;:&quot;bullets&quot;,&quot;image_spacing_custom&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:10,&quot;sizes&quot;:[]},&quot;image_spacing_custom_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;image_spacing_custom_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"nested-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"e-n-carousel swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Karussell\" dir=\"ltr\">\n\t\t\t<div class=\"swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"1\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 von 4\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-cf74490 e-flex e-con-boxed e-con e-parent\" data-id=\"cf74490\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71f8d41 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"71f8d41\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"256\" height=\"362\" data-src=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_SynchronisierungvonA.jpg\" class=\"attachment-full size-full wp-image-11366 lazyload\" alt=\"\" data-srcset=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_SynchronisierungvonA.jpg 256w, https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_SynchronisierungvonA-212x300.jpg 212w\" data-sizes=\"(max-width: 256px) 100vw, 256px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 256px; --smush-placeholder-aspect-ratio: 256\/362;\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Abgleich von Audiosignalen und Midi-Partituren mithilfe neuronaler Netze<\/h3><\/div><\/div>\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"2\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 von 4\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-00d7c87 e-flex e-con-boxed e-con e-parent\" data-id=\"00d7c87\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-667d926 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"667d926\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"256\" height=\"362\" data-src=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_Rhythmustranskriptio.jpg\" class=\"attachment-full size-full wp-image-11364 lazyload\" alt=\"thesis rhythm transcription using neural networks\" data-srcset=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_Rhythmustranskriptio.jpg 256w, https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_Rhythmustranskriptio-212x300.jpg 212w\" data-sizes=\"(max-width: 256px) 100vw, 256px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 256px; --smush-placeholder-aspect-ratio: 256\/362;\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Rhythmustranskription in symbolischer Musik mit Transformatoren<\/h3><\/div><\/div>\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"3\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 von 4\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-51ad193 e-flex e-con-boxed e-con e-parent\" data-id=\"51ad193\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0226b8f elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"0226b8f\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"256\" height=\"362\" data-src=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_TranskriptionvonNote.jpg\" class=\"attachment-full size-full wp-image-11369 lazyload\" alt=\"thesis transcription of note effects in guitar music\" data-srcset=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_TranskriptionvonNote.jpg 256w, https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_TranskriptionvonNote-212x300.jpg 212w\" data-sizes=\"(max-width: 256px) 100vw, 256px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 256px; --smush-placeholder-aspect-ratio: 256\/362;\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Transkription von Gitarrenspieltechniken mithilfe neuronaler Netze<\/h3><\/div><\/div>\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" data-slide=\"4\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 von 4\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-579fec2 e-flex e-con-boxed e-con e-parent\" data-id=\"579fec2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b2bfe90 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"b2bfe90\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img decoding=\"async\" width=\"256\" height=\"362\" data-src=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_End-to-EndTranskript.jpg\" class=\"attachment-full size-full wp-image-11371 lazyload\" alt=\"\" data-srcset=\"https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_End-to-EndTranskript.jpg 256w, https:\/\/klang.io\/wp-content\/uploads\/2023\/08\/Thesis_End-to-EndTranskript-212x300.jpg 212w\" data-sizes=\"(max-width: 256px) 100vw, 256px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 256px; --smush-placeholder-aspect-ratio: 256\/362;\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Transformatormodelle f\u00fcr die End-To-End-Transkription von akustischer Gitarrenmusik verwenden<\/h3><\/div><\/div>\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\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\" aria-label=\"Voriger\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t<\/div>\n\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\" aria-label=\"N\u00e4chster\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t<\/div>\n\t\t\t\t\t<div class=\"swiper-pagination\"><\/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-97a10ab elementor-widget elementor-widget-text-editor\" data-id=\"97a10ab\" data-element_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>Wir bieten Bachelor- und Masterarbeiten in Zusammenarbeit mit dem Karlsruher Institut f\u00fcr Technologie (KIT) und der Hochschule f\u00fcr Musik Karlsruhe an. Du bist auf der Suche nach einem spannenden Thema f\u00fcr deine Abschlussarbeit? Dann schau auf der Homepage des IIIIT nach M\u00f6glichkeiten.<\/p>\n\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-d93610e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d93610e\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.iiit.kit.edu\/murgul.php\" target=\"_blank\" rel=\"nofollow\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-chevron-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Verf\u00fcgbare Thesen<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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-13c75cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"13c75cc\" data-element_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-5d880f9\" data-id=\"5d880f9\" data-element_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-2f06ecc elementor-widget elementor-widget-heading\" data-id=\"2f06ecc\" data-element_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\">Neueste Ver\u00f6ffentlichungen<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-47fc6a6 elementor-widget elementor-widget-text-editor\" data-id=\"47fc6a6\" data-element_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>Aktuelle Nachrichten und Ver\u00f6ffentlichungen aus unserem Forschungsteam.<\/p>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7a0e2dc e-flex e-con-boxed e-con e-parent\" data-id=\"7a0e2dc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c8e6df5 e-flex e-con-boxed e-con e-parent\" data-id=\"c8e6df5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-09e617f elementor-position-left elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"09e617f\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/archives.ismir.net\/ismir2022\/latebreaking\/000032.pdf\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Ein multimodaler Ansatz f\u00fcr die Transkription des Schlagzeugspiels auf der Akustikgitarre\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/archives.ismir.net\/ismir2022\/latebreaking\/000032.pdf\" target=\"_blank\" rel=\"nofollow\" >\n\t\t\t\t\t\t\tEin multimodaler Ansatz f\u00fcr die Transkription des Schlagzeugspiels auf der Akustikgitarre\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<b>Late-Breaking \/ Demo Session Extended Abstract, ISMIR 2022 Konferenz<\/b><br>\nStrumming ist eine Technik des Gitarrenspiels, bei der der Spieler nicht einzelne Noten spielt, sondern\nSchl\u00e4ge \u00fcber die Saiten eines Akkords in Auf- oder Abw\u00e4rtsrichtung. Aufgrund der sehr kurzen ...\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-60d103e e-flex e-con-boxed e-con e-parent\" data-id=\"60d103e\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-180e7b9 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"180e7b9\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/www.aes.org\/e-lib\/browse.cfm?elib=22025\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Dual Task Monophonic Singing Transcription\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/www.aes.org\/e-lib\/browse.cfm?elib=22025\" target=\"_blank\" rel=\"nofollow\" >\n\t\t\t\t\t\t\tDual Task Monophonic Singing Transcription\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<b>Zeitschrift der Audio Engineering Society  <\/b><br>\nDie automatische Transkription von Musik mit Ausgabe auf Notenebene ist eine aktuelle Aufgabe im Bereich der Musik\nInformation Retrieval. Im Gegensatz zum Klavierkoffer mit sehr guten Ergebnissen unter Verwendung verf\u00fcgbarer gro\u00dfer ...\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-93068e0 e-flex e-con-boxed e-con e-parent\" data-id=\"93068e0\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4356287 elementor-position-left elementor-view-default elementor-mobile-position-top elementor-widget elementor-widget-icon-box\" data-id=\"4356287\" data-element_type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-22061-6_24\" target=\"_blank\" rel=\"nofollow\" class=\"elementor-icon\" tabindex=\"-1\" aria-label=\"Sch\u00e4tzung der Qualit\u00e4t von Musikaufnahmen zur Vorhersage der automatischen Transkriptionsleistung von Musik\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-22061-6_24\" target=\"_blank\" rel=\"nofollow\" >\n\t\t\t\t\t\t\tSch\u00e4tzung der Qualit\u00e4t von Musikaufnahmen zur Vorhersage der automatischen Transkriptionsleistung von Musik\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\t<b>Internationale Konferenz \u00fcber SMART MULTIMEDIA, 2022<\/b><br>\nMusiksignale k\u00f6nnen heutzutage mit vielen verschiedenen Ger\u00e4ten aufgenommen und weiterverarbeitet werden\num zus\u00e4tzliche Informationen wie Instrumente und Genre zu extrahieren oder Teile davon zu verwenden ...\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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\t\t<\/div>\n\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-25b4a7f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"25b4a7f\" data-element_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-b571f8d\" data-id=\"b571f8d\" data-element_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-ae708a7 elementor-widget elementor-widget-heading\" data-id=\"ae708a7\" data-element_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\">Bist du daran interessiert, deine Kr\u00e4fte zu b\u00fcndeln?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-63d898f elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"63d898f\" data-element_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-inner-column elementor-element elementor-element-17f7cdb\" data-id=\"17f7cdb\" data-element_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-ee699d3 elementor-widget elementor-widget-text-editor\" data-id=\"ee699d3\" data-element_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>Hast du Fragen, Ideen oder Kooperationen im Sinn? Wir sind hier, um zuzuh\u00f6ren. Wende dich an unser Rechercheteam f\u00fcr Anfragen, Partnerschaften und mehr. Dein Beitrag treibt unsere Innovation voran.  <\/p>\n<p>Lass uns die Zukunft der Musik gemeinsam gestalten!<\/p>\n\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-inner-column elementor-element elementor-element-4ce0896\" data-id=\"4ce0896\" data-element_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-3356c12 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"3356c12\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"mailto:research@klangio.com\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"far fa-paper-plane\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">RESEARCH@KLANGIO.COM<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\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>Unser Engagement f\u00fcr die MIR-Forschung Wir sind auf einer Mission&#8230; die Welt der Musik durch bahnbrechende Forschung im Bereich Music Information Retrieval (MIR) zu revolutionieren, wobei der Schwerpunkt auf der automatischen Musiktranskription liegt. Unser Engagement treibt uns an, Grenzen zu \u00fcberschreiten und unbekannte Gebiete zu erkunden, um au\u00dfergew\u00f6hnliche Produkte zu entwickeln. Durch den Einsatz von [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":14758,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-14697","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Forschung | klang.io<\/title>\n<meta name=\"description\" content=\"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/klang.io\/de\/about-us\/research\/\" \/>\n<meta property=\"og:locale\" content=\"de_DE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Forschung | klang.io\" \/>\n<meta property=\"og:description\" content=\"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/klang.io\/de\/about-us\/research\/\" \/>\n<meta property=\"og:site_name\" content=\"klang.io\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/facebook.com\/klangio\" \/>\n<meta property=\"article:modified_time\" content=\"2024-06-20T11:54:34+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@klangio\" \/>\n<meta name=\"twitter:label1\" content=\"Gesch\u00e4tzte Lesezeit\" \/>\n\t<meta name=\"twitter:data1\" content=\"3\u00a0Minuten\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/klang.io\/de\/about-us\/research\/\",\"url\":\"https:\/\/klang.io\/de\/about-us\/research\/\",\"name\":\"Forschung | klang.io\",\"isPartOf\":{\"@id\":\"https:\/\/klang.io\/de\/#website\"},\"datePublished\":\"2023-08-18T16:23:58+00:00\",\"dateModified\":\"2024-06-20T11:54:34+00:00\",\"description\":\"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.\",\"breadcrumb\":{\"@id\":\"https:\/\/klang.io\/de\/about-us\/research\/#breadcrumb\"},\"inLanguage\":\"de\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/klang.io\/de\/about-us\/research\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/klang.io\/de\/about-us\/research\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/klang.io\/de\/home-2\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u00dcber uns\",\"item\":\"https:\/\/klang.io\/de\/about-us\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Forschung\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/klang.io\/de\/#website\",\"url\":\"https:\/\/klang.io\/de\/\",\"name\":\"Klangio\",\"description\":\"AI Tools for Musicians\",\"publisher\":{\"@id\":\"https:\/\/klang.io\/de\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/klang.io\/de\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"de\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/klang.io\/de\/#organization\",\"name\":\"Klangio GmbH\",\"url\":\"https:\/\/klang.io\/de\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"de\",\"@id\":\"https:\/\/klang.io\/de\/#\/schema\/logo\/image\/\",\"url\":\"\/wp-content\/uploads\/2021\/12\/cropped-Klangio-Logo-icon-1C.png\",\"contentUrl\":\"\/wp-content\/uploads\/2021\/12\/cropped-Klangio-Logo-icon-1C.png\",\"width\":512,\"height\":512,\"caption\":\"Klangio GmbH\"},\"image\":{\"@id\":\"https:\/\/klang.io\/de\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/facebook.com\/klangio\",\"https:\/\/x.com\/klangio\",\"https:\/\/www.linkedin.com\/company\/klangio\/\",\"https:\/\/www.instagram.com\/klangio\/\",\"https:\/\/www.youtube.com\/@Klangio\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Forschung | klang.io","description":"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/klang.io\/de\/about-us\/research\/","og_locale":"de_DE","og_type":"article","og_title":"Forschung | klang.io","og_description":"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.","og_url":"https:\/\/klang.io\/de\/about-us\/research\/","og_site_name":"klang.io","article_publisher":"https:\/\/facebook.com\/klangio","article_modified_time":"2024-06-20T11:54:34+00:00","twitter_card":"summary_large_image","twitter_site":"@klangio","twitter_misc":{"Gesch\u00e4tzte Lesezeit":"3\u00a0Minuten"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/klang.io\/de\/about-us\/research\/","url":"https:\/\/klang.io\/de\/about-us\/research\/","name":"Forschung | klang.io","isPartOf":{"@id":"https:\/\/klang.io\/de\/#website"},"datePublished":"2023-08-18T16:23:58+00:00","dateModified":"2024-06-20T11:54:34+00:00","description":"Erfahre mehr \u00fcber die bahnbrechende Forschung von Klangio im Bereich Music Information Retrieval (MIR). Entdecke, wie unsere innovativen Entwicklungen dazu beitragen, die Art und Weise zu revolutionieren, wie Musik verstanden, transkribiert und genossen wird.","breadcrumb":{"@id":"https:\/\/klang.io\/de\/about-us\/research\/#breadcrumb"},"inLanguage":"de","potentialAction":[{"@type":"ReadAction","target":["https:\/\/klang.io\/de\/about-us\/research\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/klang.io\/de\/about-us\/research\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/klang.io\/de\/home-2\/"},{"@type":"ListItem","position":2,"name":"\u00dcber uns","item":"https:\/\/klang.io\/de\/about-us\/"},{"@type":"ListItem","position":3,"name":"Forschung"}]},{"@type":"WebSite","@id":"https:\/\/klang.io\/de\/#website","url":"https:\/\/klang.io\/de\/","name":"Klangio","description":"AI Tools for Musicians","publisher":{"@id":"https:\/\/klang.io\/de\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/klang.io\/de\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"de"},{"@type":"Organization","@id":"https:\/\/klang.io\/de\/#organization","name":"Klangio GmbH","url":"https:\/\/klang.io\/de\/","logo":{"@type":"ImageObject","inLanguage":"de","@id":"https:\/\/klang.io\/de\/#\/schema\/logo\/image\/","url":"\/wp-content\/uploads\/2021\/12\/cropped-Klangio-Logo-icon-1C.png","contentUrl":"\/wp-content\/uploads\/2021\/12\/cropped-Klangio-Logo-icon-1C.png","width":512,"height":512,"caption":"Klangio GmbH"},"image":{"@id":"https:\/\/klang.io\/de\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/facebook.com\/klangio","https:\/\/x.com\/klangio","https:\/\/www.linkedin.com\/company\/klangio\/","https:\/\/www.instagram.com\/klangio\/","https:\/\/www.youtube.com\/@Klangio"]}]}},"_links":{"self":[{"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/pages\/14697","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/comments?post=14697"}],"version-history":[{"count":0,"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/pages\/14697\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/pages\/14758"}],"wp:attachment":[{"href":"https:\/\/klang.io\/de\/wp-json\/wp\/v2\/media?parent=14697"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}