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.