Sébastien Bubeck's book is excellent mathematical introduction to modern convex optimization: https://arxiv.org/abs/1405.4980
Yes, we're starting with the transcription task. CNNs for local prediction are interesting, and we're also curious about capturing the temporal structure of music with something recurrent. It seems like a time series…
Hi savanaly, When we talk about "what makes Bach sound like Bach," the technical concept we have in mind is the recent work in computer vision on style transfer. For example, https://arxiv.org/abs/1508.06576 We are…
Hi haberman, I'm one of the authors on this paper. You're right that the most direct applications of this dataset are transcription and synthesis. One of the cool aspects of end-to-end learning models is that they…
Sébastien Bubeck's book is excellent mathematical introduction to modern convex optimization: https://arxiv.org/abs/1405.4980
Yes, we're starting with the transcription task. CNNs for local prediction are interesting, and we're also curious about capturing the temporal structure of music with something recurrent. It seems like a time series…
Hi savanaly, When we talk about "what makes Bach sound like Bach," the technical concept we have in mind is the recent work in computer vision on style transfer. For example, https://arxiv.org/abs/1508.06576 We are…
Hi haberman, I'm one of the authors on this paper. You're right that the most direct applications of this dataset are transcription and synthesis. One of the cool aspects of end-to-end learning models is that they…