update the text generation demo.

Update librispeech.py for DeepSpeech2.

Add the NCE example.

Add model resuming for DeepSpeech2 trainer.

Summary:
1. Add manifest line check.
2. Avoid re-unpacking if unpacked data already exists.
3. Add full_download (download all 7 sub-datasets of LibriSpeech).

fix ctr html error that makes CI fail.

convert markdown into html.

Refactor decoder interfaces and add ./data directory.

Add audio data provider and a simplified DeepSpeech2 model configuration.

2. Fix incorrect batch-norm usage in RNN.
3. Fix overlapping train/dev/test manfests.
4. Update README.md and requirements.txt.
5. Expose more arguments to users in argparser.
6. Update all other details.

update readme.

update README.

add the CTR demo.