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My breakthrough this year has been working on a side project that really really isn't just me. It's a collaboration with a small research group at a university.
by sdenton4 8y ago
My breakthrough this year has been working on a side project that really really isn't just me. It's a collaboration with a small research group at a university.
I do my stuff mainly outside of work, and generally am improving the group's overall research bandwidth, rather than taking a full project on all by myself. Having some social obligation to keep the relationship going is enough to overcome a lot of the little hurdles, and having some excited feedback when I make some genuine progress is super helpful. It's also been a great chance to just meet lots of lovely people in the community, and having the communication has helped me make progress much faster than I would have on my own.
And best of all, I get to have the feeling of doing some real Science, in an important but generally underfunded problem space. It's been great.
- pdimitar 8y agoWould you be comfortable to share what you are working on? I'd love to be a part of something like that... but definitely don't have the network for it.
- sdenton4 8y agoI spent about a year or so reading and reimplementing interesting papers around machine learning on audio - probably six months was actually getting to know signal processing in a real way and learning tensorflow, and then some months doing seq2seq for ASR slightly more seriously. And now I've been doing things that you can find in the lifeclef or dcase competitions, with a group that focuses on one of the sub tasks.