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egs/aishell2/s5/local/nnet3/compare_wer.sh
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#!/bin/bash # Copyright 2018 Emotech LTD (Author: Xuechen LIU) # Apache 2.0 # compare wer between diff. models in aishell2 nnet3 directory set -e . ./cmd.sh . ./path.sh if [ $# == 0 ]; then echo "Usage: $0: <dir1> [<dir2> ... ]" echo "e.g.: $0 exp/nnet3/tdnn_sp exp/nnet3/tdnn_sp_pr" exit 1 fi echo "# $0 $*" set_names() { if [ $# != 1 ]; then echo "compare_wer_general.sh: internal error" exit 1 # exit the program fi dirname=$(echo $1 | cut -d: -f1) } # print model names echo -n "# Model " for x in $*; do printf "% 10s" " $(basename $x)" done echo # print decode WER results echo -n "# WER(%) " for x in $*; do set_names $x wer=$([ -d $x ] && grep WER $x/decode_test/cer_* | utils/best_wer.sh | awk '{print $2}') printf "% 10s" $wer done echo # print log for train & validation echo -n "# Final train prob " for x in $*; do prob=$(grep Overall $x/log/compute_prob_train.combined.log | grep log-like | awk '{printf($8)}' | cut -c1-7) printf "% 10s" $prob done echo echo -n "# Final valid prob " for x in $*; do prob=$(grep Overall $x/log/compute_prob_valid.combined.log | grep log-like | awk '{printf($8)}' | cut -c1-7) printf "% 10s" $prob done echo |