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nq555222 committed Apr 30, 2017
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Expand Up @@ -14,6 +14,11 @@ End-to-end automatic speech recognition system implemented in TensorFlow.
- [x] **Improve some code for pre-processing and training** (2017-03-23)
- [x] **Replace TABs with blanks and add nist2wav converter script** (2017-04-20)

## Recommendation
If you want to replace Tensorflow multi-thread and fifoqueue input pipeline with feed dict, you can refer to my repo![TensorFlow-Input-Pipeline](https://github.com/zzw922cn/TensorFlow-Input-Pipeline) for more example codes.

If you want to look the history of speech recognition, I have collected the significant papers since 1981 in the ASR field. You can check it in my repo![awesome-speech-recognition-papers](https://github.com/zzw922cn/awesome-speech-recognition-papers), and I will update it every week to add new papers, including speech recognition, speech synthesis and language modelling.

## Performance
### PER based dynamic BLSTM on TIMIT database, with casual tuning because time it limited
![image](https://github.com/zzw922cn/Automatic_Speech_Recognition/blob/master/PER.png)
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- [ ] Add more efficient dynamic computation graph without padding
- [ ] List experimental results
- [ ] Implement more ASR models following newest investigations
- [ ] Provide fast TensorFlow Input Pipeline

## Contact Me
If my code is helpful to you, please give me a **star and fork** to encourage me to keep updating. Thank you.
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