#!/bin/bash# decode into phones (and prepare a new data directory for HMM outputs). ./path.shset-euout_dir=# same as in train.shdec_lmparam=# LM hyperparameters (e.g., 7.0.0)dec_exp=dec_script=dec_splits="train valid"dec_data_dir=$out_dir/dec_data # where to write HMM outputdata_dir=${out_dir}/datalocal/decode.sh --nj 40 --graph_name graph \--val_sets"$dec_splits"--decode_script$dec_script\$out_dir/exp/$dec_exp$data_dir$data_dir/lang_testif[!-z$dec_lmparam];then for x in$dec_splits;domkdir-p$dec_data_dir/$xcp$data_dir/$x/{feats.scp,cmvn.scp,utt2spk,spk2utt}$dec_data_dir/$x/tra=$out_dir/exp/$dec_exp/decode_${x}/scoring/${dec_lmparam}.tracat$tra | utils/int2sym.pl -f 2- $data_dir/lang/words.txt | \sed's:<UNK>::g' | sed's:<SIL>::g'>$dec_data_dir/${x}/text utils/fix_data_dir.sh $dec_data_dir/${x}echo"WER on ${x} is"$(compute-wer ark:$data_dir/${x}_gt/text ark:$dec_data_dir/$x/text | cut-d" "-f2-)donefi