Speech Synthesis Project ift6266h14 A great WordPress.com site
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Speech Synthesis Project ift6266h14 A great WordPress.com siteDESCRIPTION
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The site had the following in the homepage, "So far using more components seems only to improve results." I noticed that the web site stated " I was able to train models longer and get better results using an exponential decay of 1." They also stated " I also implemented the NADE trick, although the network that used it is still training and not close to convergence. No NADE trick means move fast, longer training."ANALYZE MORE BUSINESSES
Results with ReLUs and different subjects. Using ReLUs on the hidden layers. Using more hidden units in the NSNN. 1 Using ReLUs on the hidden layers. This effect was found to disappear after around 75 epochs.
My journal for IFT6266 projects. Increasing the number of batches per iteration. Instead, a random subset of the training examples is sampled on every epoch. This way, I get feedback from the monitoring channels more often. The learning rate is also adjusted more often this way.
I proposed to use the implementation composed of a SdA and a MLP of 2 hidden layers for each phoneme. I will present in this last post the results of this proposal. The hyperparameters of the implementation are almost the same as the ones used in my final experiment post.
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