{"id":108,"date":"2020-08-17T11:42:53","date_gmt":"2020-08-17T14:42:53","guid":{"rendered":"http:\/\/www.cemeai.icmc.usp.br\/4EABDA\/?page_id=108"},"modified":"2021-07-30T15:36:26","modified_gmt":"2021-07-30T18:36:26","slug":"curso-4","status":"publish","type":"page","link":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/curso-4\/","title":{"rendered":"Curso IV"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"108\" class=\"elementor elementor-108\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7398923 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7398923\" 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-100 elementor-top-column elementor-element elementor-element-e73b918\" data-id=\"e73b918\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-3ed9e55 elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"3ed9e55\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eb25f85\" data-id=\"eb25f85\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-79e06dc elementor-hidden-phone elementor-widget elementor-widget-edu-featured-slider\" data-id=\"79e06dc\" data-element_type=\"widget\" data-widget_type=\"edu-featured-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n        <div class=\"feature-slides-wrapper feature-slick-slider\" >\r\n            <div class=\"feature-slider slider-6ad3241184cf0\" data-animation=\"up\">\r\n\t\t\t\t<div class=\"elementor-repeater-item-b159737 slick-slide\"><div class=\"feature-slide-bg\"><\/div><div  class=\"feature-slide-inner\"><div class=\"feature-slide-content animated fadeInUp\"><h2 class=\"feature-slide-heading\">Curso IV<\/h2><p class=\"feature-slide-description\">Vis\u00e3o Geral do Estado da Arte de Deep Learning Aplicado ao Processamento da Fala<\/p><\/div><\/div><\/div>            <\/div>\r\n        <\/div>\r\n        <script type=\"text\/javascript\">\r\n            (function($) {\r\n                \"use strict\";\r\n \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0$('.slider-6ad3241184cf0').slick({    \r\n                          \r\n                                    });\r\n            })(jQuery);\r\n        <\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5e3b8e9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"5e3b8e9\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-883da89 elementor-hidden-desktop elementor-hidden-tablet elementor-widget elementor-widget-edu-featured-slider\" data-id=\"883da89\" data-element_type=\"widget\" data-widget_type=\"edu-featured-slider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\r\n        <div class=\"feature-slides-wrapper feature-slick-slider\" >\r\n            <div class=\"feature-slider slider-6ad32411858c2\" data-animation=\"up\">\r\n\t\t\t\t<div class=\"elementor-repeater-item-b159737 slick-slide\"><div class=\"feature-slide-bg\"><\/div><div  class=\"feature-slide-inner\"><div class=\"feature-slide-content animated fadeInUp\"><h2 class=\"feature-slide-heading\">Curso IV<\/h2><p class=\"feature-slide-description\">Vis\u00e3o Geral do Estado da Arte de Deep Learning Aplicado ao Processamento da Fala<\/p><\/div><\/div><\/div>            <\/div>\r\n        <\/div>\r\n        <script type=\"text\/javascript\">\r\n            (function($) {\r\n                \"use strict\";\r\n \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0$('.slider-6ad32411858c2').slick({    \r\n                          \r\n                                    });\r\n            })(jQuery);\r\n        <\/script>\r\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-150722e elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"150722e\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\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<\/div>\n\t\t\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-d413fe1 elementor-section-full_width elementor-hidden-desktop elementor-hidden-tablet elementor-section-height-default elementor-section-height-default\" data-id=\"d413fe1\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0f77681\" data-id=\"0f77681\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\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-332ae7ca elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"332ae7ca\" 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-100 elementor-top-column elementor-element elementor-element-23c2b954\" data-id=\"23c2b954\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1c26bb50 elementor-widget elementor-widget-text-editor\" data-id=\"1c26bb50\" 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<p><!-- wp:shortcode --><\/p>\n<p><strong>Ministrantes:<\/strong> Arnaldo Candido Junior e Edresson Casanova<\/p>\n<p><strong>Resumo:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">Deep Learning trouxe grandes avan\u00e7os na \u00e1rea de processamento de fala. Neste minicurso ser\u00e1 apresentada uma vis\u00e3o geral do estado da arte da \u00e1rea em cada uma das principais frentes de trabalho, incluindo os modelos mais populares da \u00e1rea.<\/span><\/p>\n<p><strong>Conte\u00fado:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">O processamento da fala tem grandes frentes de trabalho como a convers\u00e3o de voz para (STT \u2013 Speech-To-Text), de texto para voz (TTS \u2013 Text-To-Speech), a identifica\u00e7\u00e3o do locutor e a clonagem da voz. Ser\u00e1 discutida uma s\u00e9rie de modelos neurais profundos\u00a0 propostos de acordo com as especificidades de cada.<\/span><\/p>\n<p><strong>Refer\u00eancias:<\/strong><\/p>\n<p><span style=\"font-weight: 400;\">GOODFELLOW, Ian; BENGIO, Yoshua; COURVILLE, Aaron. Deep learning. MIT press, 2016.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">JIA, Ye et al. Transfer learning from speaker verification to multispeaker text-to-speech synthesis. In: Advances in neural information processing systems. 2018. p. 4480-4490.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ZHANG, A.; LIPTON, Z. C.; LI, M.; SMOLA, A. J. Dive into Deep Learning. arXiv preprint arXiv:2106.11342, 2020. Dispon\u00edvel em: <a href=\"https:\/\/d2l.ai\" target=\"_blank\" rel=\"noopener\">&lt;https:\/\/d2l.ai&gt;<\/a>.<\/span><\/p>\n<p><strong>Mini CV:<\/strong><\/p>\n<p><strong>Arnaldo Candido Junior<\/strong> possui gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o pela Universidade Estadual Paulista J\u00falio de Mesquita Filho (2005), mestrado em Ci\u00eancias da Computa\u00e7\u00e3o e Matem\u00e1tica Computacional pelo Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o (ICMC) da Universidade de S\u00e3o Paulo (USP) (2008) e doutorado em Ci\u00eancias da Computa\u00e7\u00e3o e Matem\u00e1tica Computacional tamb\u00e9m pelo ICMC\/USP. Atualmente \u00e9 professor da Universidade Tecnol\u00f3gica Federal do Paran\u00e1. Atua nas \u00e1reas de Intelig\u00eancia Artificial, Aprendizado de M\u00e1quina e Redes Neurais Profundas aplicadas ao processamento da voz.<\/p>\n<p><strong>Edresson Casanova<\/strong> possui gradua\u00e7\u00e3o em Ci\u00eancia da Computa\u00e7\u00e3o pela Universidade Tecnol\u00f3gica Federal do Paran\u00e1 (2019). Atualmente \u00e9 doutorando em Ci\u00eancias da Computa\u00e7\u00e3o e Matem\u00e1tica Computacional pelo Instituto de Ci\u00eancias Matem\u00e1ticas e de Computa\u00e7\u00e3o (ICMC) da Universidade de S\u00e3o Paulo (USP). Atua nas \u00e1reas de Processamento de L\u00edngua Natural (PLN) e processamento de fala, sendo contribuidor ativo de c\u00f3digo open source.<\/p>\n<p><!-- \/wp:shortcode --><\/p>\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\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Curso IV Vis\u00e3o Geral do Estado da Arte de Deep Learning Aplicado ao Processamento da Fala Curso IV Vis\u00e3o Geral do Estado da Arte de Deep Learning Aplicado ao Processamento da Fala<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-108","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/108","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/comments?post=108"}],"version-history":[{"count":21,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/108\/revisions"}],"predecessor-version":[{"id":206,"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/pages\/108\/revisions\/206"}],"wp:attachment":[{"href":"https:\/\/cemeai.icmc.usp.br\/5EABDA\/wp-json\/wp\/v2\/media?parent=108"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}