Just to remind everyone of the ICML practice talk today at 15h00 (snacks provided) and to confirm that the location will indeed be AA3195.
Cheers, Aaron
On Wed, Jun 20, 2012 at 6:12 AM, Aaron Courville aaron.courville@gmail.com wrote:
Hi all,
In our normal tea talk time slot, we will have an ICML practice talk by Nicolas Boulanger-Lewandowski. Please be there with your constructively critical hats on.
When: 15h00 Thursday June 21, 2012 (i.e. tomorrow) Where: TBA (hopefully AA3195)
Title and Abstract: Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription
We investigate the problem of modeling symbolic sequences of polyphonic music in a completely general piano-roll representation. We introduce a probabilistic model based on distribution estimators conditioned on a recurrent neural network that is able to discover temporal dependencies in high-dimensional sequences. Our approach outperforms many traditional models of polyphonic music on a variety of realistic datasets. We show how our musical language model can serve as a symbolic prior to improve the accuracy of polyphonic transcription.
Cheers, Aaron
-- Aaron C. Courville Département d’Informatique et de recherche opérationnelle Université de Montréal email:Aaron.Courville@gmail.com
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