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Became a MC with TensorFlow
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Igor Halfeld
July 19, 2019
Programming
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41
Became a MC with TensorFlow
Training tensorflow with funks to produce funk letters
Igor Halfeld
July 19, 2019
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Transcript
Virando um MC com TensorFlow...
Letícia S. Pedroso Analista de Inteligência Artificial - Mutant Instrutora
de Lógica de Programação - Sesc SP @developers-br, @nerdzao @leticiaspedroso - @pedrososleticia Igor L. Halfeld Microsoft MVP Sr. Software Engineer - Estratégia Concursos @vuejs_brasil, @vuejssp @jssaopaulo, @nodebr @igorhalfeld
De onde veio essa ideia? Todo mundo quer ser MC
Vamos primeiros pra alguns conceitos...
Natural Language Processing Processamento de Linguagem Natural
Natural Language Processing é a interseção entre... Ciências da computação
Inteligência artificial Linguística
Corretores...
Tradutores...
Chatbots Assistentes virtuais Conversas...
NER - Named Entity Recognition
Classificadores de conteúdos
Speech Recognition API
None
Funk Generator
Scraping - Puppeteer Treinamento/Geração - TensorFlow Front-end - Vue.js API
- Azure Functions + MongoDb 3 grandes partes pro projeto acontecer...
1000 Letras de música do site letras.com 1 - Scrapping
None
None
None
Pegar as 1000 letras fazer o treinamento e mandar pra
API pra gravar no banco. 2 - Treinamento/Geração
Palavrões que não existem Frequência maior de algumas palavras Mistura
de idiomas palavras em inglês e nome de marcas Alguns padrões encontrados...
Prever o próximo carácter/palavra a partir do estado anterior e/ou
futuro. Ex: calça a bota e bota a calça Tipo de rede escolhida Recurrent Neural Network -RNN
Usar o Vue.js pra construir a interface pegando os funks
da API e usando o speech recognition 3 - Front-end
None
Azure function junto com MongoDB 3 - API
None
None
O funk tem o seu idioma próprio e queremos entende-lo!
Por que usar o tensorflow pra isso?
BORA PRA DEMO!
Obrigado! @igorhalfeld - @pedrososleticia