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Meeting topic suggestions #2
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@lostanlen and I are both interested in reading up on spectral graph theory for directed graphs. This might not be of sufficiently broad interest to the rest of the group, so we can do this solo unless folks are really interested. |
Papers on attention, e.g. https://arxiv.org/pdf/1409.0473.pdf |
Some more attention-related papers:
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A tutorial/workshop/overview of the applications of Online Learning or Reinforcement Learning in common MIR tasks? |
@tomxi sounds interesting -- OL and RL are pretty different though, do you have a preference or something more specific in mind? |
I don't have a preference really, specific examples I'm thinking of: Reinforcement Learning: Still hex-guitar transcriber example; if I'm already applying online learning, how does the computer pick what to annotate and get feedback next to gain the maximal amount of information? The above two would extend to crowdsourcing stuff? These examples are obviously very specific... but some more easy examples so we can see how these things work with MIR? |
Here are some attention that I liked:
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I have finished the draft of a 13-page journal paper (IEEE TASLP) with Joakim Andén (Simons Foundation) and Stéphane Mallat (ENS / Collège de France) on time-frequency scattering. |
I'd be interested in discussing this roadmap: |
I haven't tried it yet, but I'm interested in using this model in my work. Could be interesting to others and worth discussing: http://papers.nips.cc/paper/6310-phased-lstm-accelerating-recurrent-network-training-for-long-or-event-based-sequences.pdf |
Jumping back on this after the 6/12 meeting, some ideas relating to non-local means and kernel additive modeling:
The general theme is to model the representation as a combination of "simple"/"predictable" and "sparse"/"random" signals. In the case of rhythm and microtiming (@magdalenafuentes), these sparse/random deviations from the predictable signal should be indicative of expressive timing. There's probably some NMF-related work we could dig into here as well. |
Hi everyone, I'm re-upping the idea of having a session on time-frequency scattering (see my comment above). |
Can we decide now whether it's July 16th or July 23rd for Joakim Andén, so that I can forward the invitation to him? |
My vote is for 7/16, but only because I'll be away on the 23rd. |
Joakim Andén just confirmed his presence on Tuesday 16th. I'll send out the paper tomorrow on the mir-marl NYU mailing list. |
@lostanlen you mean Tuesday 17th, right? Note that Juan's proposing to move the meetings to CUSP for the summer, starting next week. |
Yes, Tuesday 17th. My bad. |
Some ideas floated in our meeting today:
How about other topic ideas? Anything's fair game, let's start a discussion here.
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