You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
88 lines
2.2 KiB
88 lines
2.2 KiB
#!/bin/bash
|
|
|
|
expdir=exp
|
|
datadir=data
|
|
|
|
lmtag=
|
|
|
|
recog_set="test-clean test-other dev-clean dev-other"
|
|
recog_set="test-clean"
|
|
|
|
# bpemode (unigram or bpe)
|
|
nbpe=5000
|
|
bpemode=unigram
|
|
bpeprefix="data/bpe_${bpemode}_${nbpe}"
|
|
bpemodel=${bpeprefix}.model
|
|
|
|
if [ $# != 3 ];then
|
|
echo "usage: ${0} config_path dict_path ckpt_path_prefix"
|
|
exit -1
|
|
fi
|
|
|
|
ngpu=$(echo $CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}')
|
|
echo "using $ngpu gpus..."
|
|
|
|
config_path=$1
|
|
dict=$2
|
|
ckpt_prefix=$3
|
|
|
|
chunk_mode=false
|
|
if [[ ${config_path} =~ ^.*chunk_.*yaml$ ]];then
|
|
chunk_mode=true
|
|
fi
|
|
echo "chunk mode ${chunk_mode}"
|
|
|
|
|
|
# download language model
|
|
#bash local/download_lm_en.sh
|
|
#if [ $? -ne 0 ]; then
|
|
# exit 1
|
|
#fi
|
|
|
|
pids=() # initialize pids
|
|
|
|
for dmethd in attention ctc_greedy_search ctc_prefix_beam_search attention_rescoring; do
|
|
(
|
|
for rtask in ${recog_set}; do
|
|
(
|
|
decode_dir=decode_${rtask}_${dmethd}_$(basename ${config_path%.*})_${lmtag}
|
|
feat_recog_dir=${datadir}
|
|
mkdir -p ${expdir}/${decode_dir}
|
|
mkdir -p ${feat_recog_dir}
|
|
|
|
# split data
|
|
split_json.sh ${feat_recog_dir}/manifest.${rtask} ${nj}
|
|
|
|
#### use CPU for decoding
|
|
ngpu=0
|
|
|
|
# set batchsize 0 to disable batch decoding
|
|
batch_size=1
|
|
${decode_cmd} JOB=1:${nj} ${expdir}/${decode_dir}/log/decode.JOB.log \
|
|
python3 -u ${BIN_DIR}/test.py \
|
|
--model-name u2_kaldi \
|
|
--run-mode test \
|
|
--nproc ${ngpu} \
|
|
--dict-path ${dict} \
|
|
--config ${config_path} \
|
|
--checkpoint_path ${ckpt_prefix} \
|
|
--result-file ${expdir}/${decode_dir}/data.JOB.json \
|
|
--opts decoding.decoding_method ${dmethd} \
|
|
--opts decoding.batch_size ${batch_size} \
|
|
--opts data.test_manifest ${feat_recog_dir}/split${nj}/JOB/manifest.${rtask}
|
|
|
|
score_sclite.sh --bpe ${nbpe} --bpemodel ${bpemodel}.model --wer true ${expdir}/${decode_dir} ${dict}
|
|
|
|
) &
|
|
pids+=($!) # store background pids
|
|
done
|
|
) &
|
|
pids+=($!) # store background pids
|
|
done
|
|
|
|
i=0; for pid in "${pids[@]}"; do wait ${pid} || ((++i)); done
|
|
[ ${i} -gt 0 ] && echo "$0: ${i} background jobs are failed." && false
|
|
echo "Finished"
|
|
|
|
exit 0
|