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citnaj's profile
Jason Antic
Jason Antic
Jason Antic
@citnaj

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Jason Antic

@citnaj

Obsessively pursuing the perfection of image and video colorization/restoration using deep learning. Creator of DeOldify.

Ocean Beach, San Diego
deoldify.ai
Joined January 2010

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    1. Codex‏ @codexeditor Jan 23
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      @citnaj Do you know if there is anyone working on a DeOldify for vintage audio recordings? I've fantasised for years about hearing ML-restored versions of 1920s recordings of Rachmaninov, Josef Hofmann, Ferruccio Busoni, etc.

      1 reply 0 retweets 0 likes
    2. Jason Antic‏ @citnaj Jan 23
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      Replying to @codexeditor

      I think the best person I know to ask about that is @drscotthawley . Have anything for us Dr Hawley?

      1 reply 0 retweets 2 likes
    3. Scott H. Hawley‏ @drscotthawley Jan 23
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      Replying to @citnaj @codexeditor

      Oh, boy I'd *love* to, but just been too busy. Last spring I had two new students start but then they graduated. A colleague has a grant for a huge (manual) audio restoration effort which could form a training dataset. Happy to e-introduce interested parties.

      1 reply 0 retweets 2 likes
    4. Scott H. Hawley‏ @drscotthawley Jan 23
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      Replying to @drscotthawley @citnaj @codexeditor

      Only reference I've got handy is Jin et al 2018; they were using LSTMs:https://www.hindawi.com/journals/am/2018/3748141/ …

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      Jason Antic‏ @citnaj Jan 23
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      Replying to @drscotthawley @codexeditor

      Thanks!

      3:15 PM - 23 Jan 2020
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        1. Scott H. Hawley‏ @drscotthawley Jan 23
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          Replying to @citnaj @codexeditor

          Sure! One more. This is pretty related but not specific to old recordings : Marafioti et al, Oct 2019: https://arxiv.org/pdf/1810.12138.pdf …, Code:https://github.com/andimarafioti/audioContextEncoder …

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