Deep-learning text-to-speech tool for generating voices of various characters

• TTS

  62 8,821 0.0 Jupyter Notebook

  :robot: :speech_balloon: Deep learning for Text to Speech (Discussion forum: https://discourse.mozilla.org/c/tts) (by mozilla)

  

There's the demo server which has a simple web UI where you can input text to be spoken, but in regards to setting it up locally it's not that suited for a non developer

https://github.com/mozilla/TTS/tree/master/TTS/server

https://github.com/mozilla/TTS/wiki/Build-instructions-for-s...

There's also a version in docker: https://github.com/synesthesiam/docker-mozillatts

And various Colabs too, which are fairly easy to get going with: https://github.com/mozilla/TTS/wiki/TTS-Notebooks-and-Tutori...

• cortex

  33 7,990 2.2 Go

  Production infrastructure for machine learning at scale

  

The price of GPU inference can be brutal, but there's a lot you can do on the infra side to improve it:

- Spot instances

- Aggressive autoscaling

- Micro batching

Can reduce inference compute spend by huge amounts (90% is not uncommon). ML, especially anything involving realtime inference, is an area where effective platform engineering makes a ridiculous difference even in the earliest days.

Source: I help maintain open source ML infra for GPU inference and think about compute spend way too much https://github.com/cortexlabs/cortex

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