dskspeechsynthesis.wordpress.com
Speech Synthesis Project (ift6266h14) | A great WordPress.com siteA great WordPress.com site
http://dskspeechsynthesis.wordpress.com/
A great WordPress.com site
http://dskspeechsynthesis.wordpress.com/
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Speech Synthesis Project (ift6266h14) | A great WordPress.com site | dskspeechsynthesis.wordpress.com Reviews
https://dskspeechsynthesis.wordpress.com
A great WordPress.com site
dskspeechsynthesis.wordpress.com
May | 2014 | Speech Synthesis Project (ift6266h14)
https://dskspeechsynthesis.wordpress.com/2014/05
Speech Synthesis Project (ift6266h14). A great WordPress.com site. So far using more components seems only to improve results. I was able to train models longer and get better results using an exponential decay of 1.01 for the learning rate. 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. Audio http:/ s1.vocaroo.com/media/download temp/Vocaroo s1wkwiAQsGWo.mp3. May 8, 2014. May 1, 2014.
Objective Evaluation Metrics (other than MSE) | Speech Synthesis Project (ift6266h14)
https://dskspeechsynthesis.wordpress.com/2014/04/24/objective-evaluation-metrics-other-than-mse
Speech Synthesis Project (ift6266h14). A great WordPress.com site. Objective Evaluation Metrics (other than MSE). I accidentally posted this in the wrong blog and just noticed 😦. I mentioned this paper in class today, so here’s a reference. Specifically, footnote 7 and the paragraph before section 4.2 talk about this. Http:/ static.googleusercontent.com/media/research.google.com/en/ pubs/archive/40837.pdf. April 24, 2014. Better Results with CNNs →. Leave a Reply Cancel reply. Enter your comment here.
MDN Update | Speech Synthesis Project (ift6266h14)
https://dskspeechsynthesis.wordpress.com/2014/04/25/mdn-update/comment-page-1
Speech Synthesis Project (ift6266h14). A great WordPress.com site. I found a bug in my MDN cost code after my last post. I fixed the bug and also found a stable implementation for the logsumexp in my cost function here. I reran experiments on TIMIT as well as new experiments on just the aa phonemes. I also tried to implement the trick from the RNADE paper. In any case, results so far have been poor, and similar to yesterdays, except that the generated sequence explodes:. A relatively nice looking example:.
MDN Update | Speech Synthesis Project (ift6266h14)
https://dskspeechsynthesis.wordpress.com/2014/04/25/mdn-update
Speech Synthesis Project (ift6266h14). A great WordPress.com site. I found a bug in my MDN cost code after my last post. I fixed the bug and also found a stable implementation for the logsumexp in my cost function here. I reran experiments on TIMIT as well as new experiments on just the aa phonemes. I also tried to implement the trick from the RNADE paper. In any case, results so far have been poor, and similar to yesterdays, except that the generated sequence explodes:. A relatively nice looking example:.
No More NaNs! | Speech Synthesis Project (ift6266h14)
https://dskspeechsynthesis.wordpress.com/2014/04/25/no-more-nans
Speech Synthesis Project (ift6266h14). A great WordPress.com site. Today, Dustin told me about a Theano bug he was working on with Fred (soon to be fixed). It seems like the algorithm is totally lost after taking this big step, and has no reliable gradient signal. It may be able to recover the scent (so to speak), though, which is why I am training longer. April 25, 2014. Results on AA dataset →. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:.
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dskspeechsynthesis.wordpress.com
Speech Synthesis Project (ift6266h14) | A great WordPress.com site
Speech Synthesis Project (ift6266h14). A great WordPress.com site. So far using more components seems only to improve results. I was able to train models longer and get better results using an exponential decay of 1.01 for the learning rate. 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. Audio http:/ s1.vocaroo.com/media/download temp/Vocaroo s1wkwiAQsGWo.mp3. May 8, 2014. May 1, 2014.
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