SEND U Blog Reflections about training, coaching and leading of cross-cultural workers
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Please enter the sequence of characters in the field below. Wed, April 25, 2012. Subscribe to my blog! Post to my blog.
A blog on Representation Learning and Deep Learning for ift6266h14. This blog is Over! This blog was for my class, which is over. Neural Networks can be used .
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The plan, at this point, is to use a gammatone dictionary and sparse coding to train more efficiently on the TIMIT dataset. Gammatone functions are filters applied on frequencies. The goal is to keep frequencies processed by our ears. Joao explains this greatly in his blog. The idea is to use this sparse-coded version as input of a spike and slab RBM segmented by frames of 160 samples and with the previous, current and next phones. I kept the parameters use.
Experiments in speech synthesis with neural networks by Pierre-Luc Vaudry. Hubert Banville successfully implemented the kind of architecture I also had in mind. In this experiment, I wanted to see if having this standard deviation predicted by the neural network could improve the results.