This repository implements an end-to-end automatic speech recognition system in TensorFlow supporting both Mandarin and English. It includes implementations of DeepSpeech2, Layer Normalization RNN, and a language modeling module. The system supports multiple datasets including TIMIT, LibriSpeech, and WSJ, and provides character-level recognition capabilities.