colab.research.google.com

AI

language model fine-tuning

SHOW HN2020

209points
32comments
#260of 3,028 in 2020
Top 9%of 2020 by points

How HN took it

CuriousMostly questions and neutral comments

4 positive, 10 neutral or asking, 0 mixed, 4 critical, out of 18 comments about the project. Thread score -0.08.

Idea: 2 for, 4 against

The thread, comment by comment

Each row is a top-level comment and its replies, in HN's order. Select a cell to open that comment on HN.

positive neutral or mixed critical about another commenter or something else the maker

What HN said

What people liked

  • Fun demo and workshop material

    From 2 comments
    • Thanks for sharing MasterScrat! This looks fun!
      heybrandons on HN
    • That sounds great! This and the main workshop site have many subjects I'm really interested to check out. Thank you!
      raidicy on HN

Objections

  • Title suggests speech, but it only generates text

    From 3 comments
    • I got a bit tricked by the title here on HN. Maybe we can replace `talk` with `write`? Thought this was something that could learn how I speak and could generate sound from that,…
      capableweb on HN
    • I'm disappointed that this is about typed text rather than actual talking - I had hoped that training something that talked like me might assist technology vendors in actually…
      arethuza on HN
    • Yeah, Microsoft has had NN-based speech generators that can mimick your own voice for about a year now. Thought this was going to be a competing service.
      moron4hire on HN
  • Privacy concern about uploading chat logs to Google Colab

    From 2 comments
    • I’ve never used PyTorch before... is this running within my local machine, or is there some API in here that’s also sending data to Google to also train their models? Asking a…
      thisisastopsign on HN
    • The python notebook is hosted on google colab which will execute on free (for you) google servers. If you’re concerned about privacy probably do not upload your personal chat…
      heybrandons on HN

Requests

  • Share implementation details and notebooks

    From 2 comments
    • I would be very curious to see your notebook - while this simple approach works well with GPT, we are not getting the results we'd want with a more complex question/answer model…
      MasterScrat on HN
    • We don't have any plan to record it currently. But we will release the two other notebooks used during the workshop, and plan to write a blog post detailing the full content.
      MasterScrat on HN
  • Add voice generation

    From 1 comment
    • How about this combined with recent advances in text-to-speech like Deep Voice that can sound like you? (Edit: punctuation)
      thedirt0115 on HN

Questions

  • Python 2 or 3 and whether it runs in local Jupyter

    From 1 comment
    • I definitely need to give this a whirl. Does it use Python 2 or 3, and is it as simple as importing its ipynb to run it in a local Jupyter notebook?
      prophesi on HN
  • Whether it works with small Q&A/FAQ corpora

    From 1 comment
    • Could you train this on a Q&A/FAQ corpus and get somewhat relevant results? (And is there any better tool for doing this?)
      fudged71 on HN

Alternatives named

  • Lyrebird / Microsoft voice cloning

    From 2 comments
    • I totally missed that Lyrebird was acquired : https://news.ycombinator.com/item?id=21006405
      the-dude on HN
    • Yeah, Microsoft has had NN-based speech generators that can mimick your own voice for about a year now. Thought this was going to be a competing service.
      moron4hire on HN
  • PPLM plug-and-play language model

    From 1 comment
    • This is cool - might be worth training a simple discriminator model to identify your utterances, and then you can use the plug-and-play language model (PPLM -…
      perturbation on HN

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