Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Became a MC with TensorFlow

Sponsored · SiteGround - Reliable hosting with speed, security, and support you can count on. →
Avatar for Igor Halfeld Igor Halfeld
July 19, 2019
Programming
54
0

Became a MC with TensorFlow

Training tensorflow with funks to produce funk letters

Avatar for Igor Halfeld

Igor Halfeld

July 19, 2019

More Decks by Igor Halfeld

See All by Igor Halfeld
Modular monoliths with fastify
Avatar for Igor Halfeld igorhalfeld
0
210
How to migrate legacy frontend?
Avatar for Igor Halfeld igorhalfeld
1
140
Patterns for perfect components in Vue.js
Avatar for Igor Halfeld igorhalfeld
0
120
Clean Architecture no Front-end (update 2021-05-11)
Avatar for Igor Halfeld igorhalfeld
0
70
Step by step I followed a career in software
Avatar for Igor Halfeld igorhalfeld
0
710
Using AI to create memes
Avatar for Igor Halfeld igorhalfeld
0
540
Deninho, the TS children
Avatar for Igor Halfeld igorhalfeld
1
220
Micro Front-ends, what they don't tell you
Avatar for Igor Halfeld igorhalfeld
0
400
CSS in JavaScripto, the anti-pattern that is good
Avatar for Igor Halfeld igorhalfeld
1
110

Other Decks in Programming

See All in Programming
When benchmarks go bad - what I learned from measuring performance wrong
Avatar for Holly Cummins hollycummins
0
410
inferと仲良くなる10分間
Avatar for ryokatsuse ryokatsuse
1
150
リセットCSSを1行消したらアクセシビリティが向上した話
Avatar for pvcresin pvcresin
4
530
今さら聞けないCancellationToken
Avatar for tkym htkym
0
160
[BalkanRuby 2026] Drop your app/services!
Avatar for Vladimir Dementyev palkan
3
620
20年以上続くプロダクトでも使い続けられる静的解析ツールを求めて
Avatar for Atsushi Matsuo matsuo_atsushi
0
160
ローカルLLMでどこまでコードが書けるか / How much code can be written on a local LLM
Avatar for Naoki Kishida kishida
2
390
Sans tests, vos agents ne sont pas fiables
Avatar for Nathan Abondance nabondance
0
140
Stage 3 Decorators でできること / できないこと / TSKaigi 2026
Avatar for Susisu susisu
1
370
ソースコード→AST→オペコード、の旅を覗いてみる
Avatar for hideki kinjyo o0h
PRO
1
140
Spec-Driven Development with AI Agents (Workshop, May 2026)
Avatar for Anton Arhipov antonarhipov
4
410
【ディップ｜26年新卒研修資料】OpenAPI/Swagger REST API研修
Avatar for ディップ株式会社 dip_tech
PRO
0
270

Featured

See All Featured
Performance Is Good for Brains [We Love Speed 2024]
Avatar for Tammy Everts tammyeverts
12
1.6k
The Curious Case for Waylosing
Avatar for Cassini Nazir cassininazir
1
350
How To Speak Unicorn (iThemes Webinar)
Avatar for Michelle Schulp Hunt marktimemedia
1
460
Information Architects: The Missing Link in Design Systems
Avatar for Michelle Chin soysaucechin
0
930
How STYLIGHT went responsive
Avatar for nonsquared nonsquared
100
6.1k
How to Talk to Developers About Accessibility
Avatar for Jason CranfordTeague jct
2
200
Creating an realtime collaboration tool: Agile Flush - .NET Oxford
Avatar for Marc Duiker marcduiker
35
2.4k
Pawsitive SEO: Lessons from My Dog (and Many Mistakes) on Thriving as a Consultant in the Age of AI
Avatar for David Carrasco davidcarrasco
0
140
Typedesign – Prime Four
Avatar for Hannes Fritz hannesfritz
42
3k
Abbi's Birthday
Avatar for Violet Bock coloredviolet
2
7.6k
The Web Performance Landscape in 2024 [PerfNow 2024]
Avatar for Tammy Everts tammyeverts
12
1.1k
<Decoding/> the Language of Devs - We Love SEO 2024
Avatar for Nikki Halliwell nikkihalliwell
1
220

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