{"id":1817,"date":"2022-07-24T05:57:57","date_gmt":"2022-07-24T05:57:57","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=1817"},"modified":"2022-10-19T16:44:49","modified_gmt":"2022-10-19T16:44:49","slug":"generacion-automatizada-de-musica","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=1817","title":{"rendered":"Generaci\u00f3n automatizada de m\u00fasica"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wp-content\/uploads\/2022\/07\/Generacion-automatizada-de-musica_MCyTI2021.pdf\">Descargar versi\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p><strong>Profesores:\u00a0<\/strong><a href=\"https:\/\/pcyti.izt.uam.mx\/?page_id=514&amp;singleproduct=929\">Dr.\u00a0Pedro Lara Vel\u00e1zquez<\/a>\u00a0y\u00a0<a href=\"https:\/\/pcyti.izt.uam.mx\/?page_id=514&amp;singleproduct=971\">Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada<\/a><\/p>\n\n\n\n<p><strong>Resumen:&nbsp;<\/strong>Una de las l\u00edneas de investigaci\u00f3n, que est\u00e1 recibiendo una creciente atenci\u00f3n es la generaci\u00f3n de contenido, como la m\u00fasica. El desarrollo de algoritmos capaces de generar m\u00fasica de forma automatizada, se est\u00e1 viendo influenciado por los avances en la inteligencia artificial, en particular por redes neuronales. En este proyecto, se busca generar algoritmos basados en arquitecturas de aprendizaje profundo, que sean capaces de generar melod\u00edas.<\/p>\n\n\n\n<p><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<p>Desarrollar dos algoritmos basados en redes neuronales que sean capaces de generar melod\u00edas.<\/p>\n\n\n\n<p><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Estudiar diferentes tipos de redes neuronales como recurrentes, autoencoders y generativas adversarias<\/li><li>Revisar el estado del arte para seleccionar dos tipos de redes neuronales diferentes adecuadas al problema<\/li><li>Generar dos algoritmosde generaci\u00f3n de m\u00fasica basados en las redes neuronales seleccionadas<\/li><li>Realizar el entrenamiento de los algoritmos y probar su desempe\u00f1o mediante la generaci\u00f3n de melod\u00edas<\/li><li>Reportar los resultados obtenidos en la Id\u00f3nea Comunicaci\u00f3n de Resultados (ICR)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar versi\u00f3n completa (PDF) Profesores:\u00a0Dr.\u00a0Pedro Lara Vel\u00e1zquez\u00a0y\u00a0Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Una de las l\u00edneas de investigaci\u00f3n, que est\u00e1 recibiendo una creciente atenci\u00f3n es la generaci\u00f3n de contenido, como la m\u00fasica. El desarrollo de algoritmos capaces de generar m\u00fasica de forma automatizada, se est\u00e1 viendo influenciado por los avances en la inteligencia artificial, en particular<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[75],"tags":[],"class_list":["post-1817","post","type-post","status-publish","format-standard","hentry","category-75"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Generaci\u00f3n automatizada de m\u00fasica - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/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:\/\/pcyti.izt.uam.mx\/?p=1817\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generaci\u00f3n automatizada de m\u00fasica - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar versi\u00f3n completa (PDF) Profesores:\u00a0Dr.\u00a0Pedro Lara Vel\u00e1zquez\u00a0y\u00a0Dr. Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Una de las l\u00edneas de investigaci\u00f3n, que est\u00e1 recibiendo una creciente atenci\u00f3n es la generaci\u00f3n de contenido, como la m\u00fasica. 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