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Became a MC with TensorFlow

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Avatar for Igor Halfeld Igor Halfeld
July 19, 2019
Programming
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Became a MC with TensorFlow

Training tensorflow with funks to produce funk letters

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Igor Halfeld

July 19, 2019
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Transcript

  1. Virando um MC com TensorFlow...

  2. 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

  3. De onde veio essa ideia? Todo mundo quer ser MC

  4. Vamos primeiros pra alguns conceitos...

  5. Natural Language Processing Processamento de Linguagem Natural

  6. Natural Language Processing é a interseção entre... Ciências da computação

    Inteligência artificial Linguística

  7. Corretores...

  8. Tradutores...

  9. Chatbots Assistentes virtuais Conversas...

  10. NER - Named Entity Recognition

  11. Classificadores de conteúdos

  12. Speech Recognition API

  13. None

  14. Funk Generator

  15. Scraping - Puppeteer Treinamento/Geração - TensorFlow Front-end - Vue.js API

    - Azure Functions + MongoDb 3 grandes partes pro projeto acontecer...

  16. 1000 Letras de música do site letras.com 1 - Scrapping

  17. None
  18. None
  19. None

  20. Pegar as 1000 letras fazer o treinamento e mandar pra

    API pra gravar no banco. 2 - Treinamento/Geração

  21. Palavrões que não existem Frequência maior de algumas palavras Mistura

    de idiomas palavras em inglês e nome de marcas Alguns padrões encontrados...

  22. 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

  23. Usar o Vue.js pra construir a interface pegando os funks

    da API e usando o speech recognition 3 - Front-end
  24. None

  25. Azure function junto com MongoDB 3 - API

  26. None
  27. None

  28. O funk tem o seu idioma próprio e queremos entende-lo!

    Por que usar o tensorflow pra isso?

  29. BORA PRA DEMO!

  30. Obrigado! @igorhalfeld - @pedrososleticia