format_data.sh
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#!/bin/bash
#
. ./path.sh
silprob=0.5
mkdir -p data/lang_test data/train data/dev
arpa_lm=data/local/lm/3gram-mincount/lm_unpruned.gz
[ ! -f $arpa_lm ] && echo No such file $arpa_lm && exit 1;
# Copy stuff into its final locations...
for f in spk2utt utt2spk wav.scp text; do
cp data/local/train/$f data/train/$f || exit 1;
done
for f in spk2utt utt2spk wav.scp text; do
cp data/local/dev/$f data/dev/$f || exit 1;
done
rm -r data/lang_test
cp -r data/lang data/lang_test
gunzip -c "$arpa_lm" | \
arpa2fst --disambig-symbol=#0 \
--read-symbol-table=data/lang_test/words.txt - data/lang_test/G.fst
echo "Checking how stochastic G is (the first of these numbers should be small):"
fstisstochastic data/lang_test/G.fst
## Check lexicon.
## just have a look and make sure it seems sane.
echo "First few lines of lexicon FST:"
fstprint --isymbols=data/lang/phones.txt --osymbols=data/lang/words.txt data/lang/L.fst | head
echo Performing further checks
# Checking that G.fst is determinizable.
fstdeterminize data/lang_test/G.fst /dev/null || echo Error determinizing G.
# Checking that L_disambig.fst is determinizable.
fstdeterminize data/lang_test/L_disambig.fst /dev/null || echo Error determinizing L.
# Checking that disambiguated lexicon times G is determinizable
# Note: we do this with fstdeterminizestar not fstdeterminize, as
# fstdeterminize was taking forever (presumbaly relates to a bug
# in this version of OpenFst that makes determinization slow for
# some case).
fsttablecompose data/lang_test/L_disambig.fst data/lang_test/G.fst | \
fstdeterminizestar >/dev/null || echo Error
# Checking that LG is stochastic:
fsttablecompose data/lang/L_disambig.fst data/lang_test/G.fst | \
fstisstochastic || echo LG is not stochastic
echo format_data succeeded.