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84 lines
2.1 KiB
84 lines
2.1 KiB
#!/bin/bash
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set -e
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ngpu=$(echo $CUDA_VISIBLE_DEVICES | awk -F "," '{print NF}')
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echo "using $ngpu gpus..."
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expdir=exp
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datadir=data
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recog_set="test-clean test-other dev-clean dev-other"
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recog_set="test-clean"
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config_path=$1
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decode_config_path=$2
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ckpt_prefix=$3
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source ${MAIN_ROOT}/utils/parse_options.sh || exit 1;
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# download language model
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#bash local/download_lm_en.sh
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#if [ $? -ne 0 ]; then
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# exit 1
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#fi
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python3 format_rsl.py \
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--origin_ref data/manifest.test-clean.raw \
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--trans_ref data/manifest.test-clean.text
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for type in ctc_greedy_search; do
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echo "decoding ${type}"
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batch_size=16
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python3 -u ${BIN_DIR}/test.py \
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--ngpu ${ngpu} \
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--config ${config_path} \
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--decode_cfg ${decode_config_path} \
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--result_file ${ckpt_prefix}.${type}.rsl \
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--checkpoint_path ${ckpt_prefix} \
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--opts decode.decoding_method ${type} \
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--opts decode.decode_batch_size ${batch_size}
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if [ $? -ne 0 ]; then
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echo "Failed in evaluation!"
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exit 1
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fi
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python3 format_rsl.py \
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--origin_hyp ${ckpt_prefix}.${type}.rsl \
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--trans_hyp ${ckpt_prefix}.${type}.rsl.text
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python3 compute_wer.py --char=1 --v=1 \
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data/manifest.test-clean.text ${ckpt_prefix}.${type}.rsl.text > ${ckpt_prefix}.${type}.error
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echo "decoding ${type} done."
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done
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for type in ctc_prefix_beam_search; do
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echo "decoding ${type}"
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batch_size=1
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python3 -u ${BIN_DIR}/test.py \
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--ngpu ${ngpu} \
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--config ${config_path} \
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--decode_cfg ${decode_config_path} \
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--result_file ${ckpt_prefix}.${type}.rsl \
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--checkpoint_path ${ckpt_prefix} \
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--opts decode.decoding_method ${type} \
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--opts decode.decode_batch_size ${batch_size}
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if [ $? -ne 0 ]; then
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echo "Failed in evaluation!"
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exit 1
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fi
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python3 format_rsl.py \
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--origin_hyp ${ckpt_prefix}.${type}.rsl \
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--trans_hyp ${ckpt_prefix}.${type}.rsl.text
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python3 compute_wer.py --char=1 --v=1 \
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data/manifest.test-clean.text ${ckpt_prefix}.${type}.rsl.text > ${ckpt_prefix}.${type}.error
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echo "decoding ${type} done."
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done
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echo "Finished"
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exit 0
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