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egs/wsj/s5/steps/online/nnet2/prepare_online_decoding_transfer.sh
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#!/bin/bash # Copyright 2014 Johns Hopkins University (Author: Daniel Povey) # Apache 2.0 # This is as prepare_online_decoding.sh, but for transfer learning-- the case where # you have an existing online-decoding directory where you have all the feature # stuff, that you don't want to change, but # Begin configuration. stage=0 # This allows restarting after partway, when something went wrong. cmd=run.pl iter=final # End configuration. echo "$0 $@" # Print the command line for logging [ -f path.sh ] && . ./path.sh; . parse_options.sh || exit 1; if [ $# -ne 4 ]; then echo "Usage: $0 [options] <orig-nnet-online-dir> <new-lang-dir> <new-nnet-dir> <new-nnet-online-dir>" echo "e.g.: $0 exp_other/nnet2_online/nnet_a_online data/lang exp/nnet2_online/nnet_a exp/nnet2_online/nnet_a_online" echo "main options (for others, see top of script file)" echo " --cmd (utils/run.pl|utils/queue.pl <queue opts>) # how to run jobs." echo " --config <config-file> # config containing options" echo " --stage <stage> # stage to do partial re-run from." exit 1; fi online_src=$1 lang=$2 nnet_src=$3 dir=$4 for f in $online_src/conf/online_nnet2_decoding.conf $nnet_src/final.mdl $nnet_src/tree $lang/words.txt; do [ ! -f $f ] && echo "$0: no such file $f" && exit 1; done dir_as_given=$dir dir=$(utils/make_absolute.sh $dir) # Convert $dir to an absolute pathname, so that the # configuration files we write will contain absolute # pathnames. mkdir -p $dir/conf $dir/log utils/lang/check_phones_compatible.sh $lang/phones.txt $nnet_src/phones.txt || exit 1; cp $lang/phones.txt $dir || exit 1; cp $nnet_src/tree $dir/ || exit 1; cp $nnet_src/$iter.mdl $dir/ || exit 1; # There are a bunch of files that we will need to copy from $online_src, because # we're aiming to have one self-contained directory that has everything in it. mkdir -p $dir/ivector_extractor cp -r $online_src/ivector_extractor/* $dir/ivector_extractor [ ! -d $online_src/conf ] && \ echo "Expected directory $online_src/conf to exist" && exit 1; for x in $online_src/conf/*conf; do # Replace directory name starting $online_src with those starting with $dir. # We actually replace any directory names ending in /ivector_extractor/ or /conf/ # with $dir/ivector_extractor/ or $dir/conf/ cat $x | perl -ape "s:=(.+)/(ivector_extractor|conf)/:=$dir/\$2/:;" > $dir/conf/$(basename $x) done # modify the silence-phones in the config; these are only used for the # endpointing code. cp $dir/conf/online_nnet2_decoding.conf{,.tmp} silphones=$(cat $lang/phones/silence.csl) || exit 1; cat $dir/conf/online_nnet2_decoding.conf.tmp | \ sed s/silence-phones=.\\+/silence-phones=$silphones/ > $dir/conf/online_nnet2_decoding.conf rm $dir/conf/online_nnet2_decoding.conf.tmp echo "$0: formatted neural net for online decoding in $dir_as_given" |