Theano is a
functional language and optimizing compiler within Python.
It can symbolically optimize numerical computations
and generate fast C or GPU code.
TamTam
TamTam (@wordpress) is a
suite of music writing and music playing programs for the
OLPC
laptop, being distributed to (and enjoyed by?) thousands of children
around the world.
LibAudioFeat
I wrote a
audio feature extraction library
for computing audio features from PCM data. A small
demonstration application illustrates how to use this
library in a standalone feature extractor. It's
pretty hard to use but it goes really fast. Email
me if you would like these algorithms as Theano
code--they are just as fast but way easier to use.
Research
Complex Cell Networks
Learning algorithms are not as good as we are at
understanding images.
I've been working to include neural modeling
insights into deep neural networks.