These are the instructions to reproduce the TEDLIUM models described in "Purely sequence-trained neural networks for ASR based on lattice-free MMI", by Povey et al. First run: ./run.sh until the end of stage 7. (local/nnet/run_dnn.sh can be skipped.) Then run: local/chain/run_tdnn.sh to see results for a generic chain model. See the script's header comments to see other options, and their results.