Referências do vídeo: https://youtu.be/-UcweqWSMVU

Beatbox com o Google Tradutor: https://translate.google.com/?sl=bs&tl=en&text=rbhtttpftttbhtbhtpftttbhtttpftttbhtbhtpfbhtcbhtttpftttbhtbhtpftttbhtttpftttbhtbhtpfbhtcbhtttpftttbhtbhtpftttbhtttpftttbhtbhtpfbhtcbhtttpftttbhtbhtpftttbhtttpftttbhtbhtpfbhtc&op=translate

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Google Tradutor Conversação

https://translate.googleblog.com/2011/10/start-conversation-with-google.html

https://www.youtube.com/watch?v=oyRQnflIv6Y

https://ai.googleblog.com/2022/04/introducing-cvss-massively-multilingual.html

https://ai.googleblog.com/2021/09/high-quality-robust-and-responsible.html

https://arxiv.org/pdf/2107.08661.pdf

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Google Tradutor câmera

https://translate.googleblog.com/2012/08/point-tap-brush-and-listen.html

https://translate.googleblog.com/2012/12/

https://blog.google/products/translate/hallo-hola-ola-more-powerful-translate/

Otávio Good (World Lens): https://veja.abril.com.br/tecnologia/genio-da-traducao-brasileiro-ficou-milionario-no-vale-do-silicio/

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Como funciona o Google tradutor

https://ai.googleblog.com/2006/04/statistical-machine-translation-live.html

Google abandona o sistema Systran: https://googlesystem.blogspot.com/2007/10/google-translate-switches-to-googles.html

https://ai.googleblog.com/2016/09/a-neural-network-for-machine.html

https://arxiv.org/pdf/1409.0473.pdf

https://blog.google/products/translate/24-new-languages/

O novo modelo de atenção (transformer)

https://ai.googleblog.com/2020/06/recent-advances-in-google-translate.html

https://arxiv.org/pdf/1706.03762.pdf

https://www.tensorflow.org/text/tutorials/transformer

https://www.youtube.com/watch?v=S27pHKBEp30

Zero-shot translation

https://ai.googleblog.com/2016/11/zero-shot-translation-with-googles.html

https://ai.googleblog.com/2022/05/24-new-languages-google-translate.html

Outros artigos sobre o funcionamento do Google Tradutor:

https://www.sciencedirect.com/science/article/pii/S2666651020300024

https://towardsdatascience.com/attn-illustrated-attention-5ec4ad276ee3

https://en.wikipedia.org/wiki/Google_Translate

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Redes neurais:

https://www.3blue1brown.com/topics/neural-networks

https://developer.nvidia.com/blog/introduction-neural-machine-translation-gpus-part-2/

https://www.youtube.com/watch?v=b61DPVFX03I

https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks

https://www.ibm.com/cloud/learn/recurrent-neural-networks

https://www.deeplearningbook.com.br/arquitetura-de-redes-neurais-long-short-term-memory/

deeplearning: https://www.youtube.com/watch?v=q6kJ71tEYqM

Vanishing & exploding gradients

https://youtu.be/qhXZsFVxGKo?t=231

https://en.wikipedia.org/wiki/Vanishing_gradient_problem

https://youtu.be/QciIcRxJvsM?t=267

https://youtu.be/LHXXI4-IEns?t=345

https://docs.ufpr.br/~marianakleina/RNA.pdf

https://www.youtube.com/watch?v=qO_NLVjD6zE

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Línguas mais faladas no mundo:

https://www.ethnologue.com/guides/most-spoken-languages

https://en.wikipedia.org/wiki/List_of_languages_by_total_number_of_speakers

https://www.visualcapitalist.com/100-most-spoken-languages/

https://statisticsanddata.org/data/the-most-spoken-languages-2022/

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Google TPU

https://cloud.google.com/tpu?hl=pt-br

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Julgamento em que foi usado o Google Tradutor: https://www.businessinsider.com/teesside-magistrates-court-forced-to-rely-on-google-translate-because-it-had-no-interpreter-2017-8