Files
Shivam Mehta 3b8b105b0d Adding OverFlow (#2183)
* Adding encoder

* currently modifying hmm

* Adding hmm

* Adding overflow

* Adding overflow setting up flat start

* Removing runs

* adding normalization parameters

* Fixing models on same device

* Training overflow and plotting evaluations

* Adding inference

* At the end of epoch the test sentences are coming on cpu instead of gpu

* Adding figures from model during training to monitor

* reverting tacotron2 training recipe

* fixing inference on gpu for test sentences on config

* moving helpers and texts within overflows source code

* renaming to overflow

* moving loss to the model file

* Fixing the rename

* Model training but not plotting the test config sentences's audios

* Formatting logs

* Changing model name to camelcase

* Fixing test log

* Fixing plotting bug

* Adding some tests

* Adding more tests to overflow

* Adding all tests for overflow

* making changes to camel case in config

* Adding information about parameters and docstring

* removing compute_mel_statistics moved statistic computation to the model instead

* Added overflow in readme

* Adding more test cases, now it doesn't saves transition_p like tensor and can be dumped as json
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