| | |
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| | | scp=wav.scp |
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| | | speed_perturb="0.9 1.0 1.1" |
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| | | dataset_type=large |
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| | | stage=2 |
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| | | stop_stage=2 |
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| | | stage=0 |
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| | | stop_stage=5 |
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| | | |
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| | | # feature configuration |
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| | | feats_dim=80 |
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| | | nj=64 |
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| | | |
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| | | # data |
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| | | tr_dir=/nfs/wangjiaming.wjm/asr_data/aishell2/AISHELL-2/iOS/data |
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| | | dev_tst_dir=/nfs/wangjiaming.wjm/asr_data/aishell2/AISHELL-DEV-TEST-SET |
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| | | tr_dir= |
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| | | dev_tst_dir= |
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| | | |
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| | | # exp tag |
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| | | tag="exp1" |
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| | |
|---|
| | | mkdir -p ${feats_dir}/asr_stats_fbank_zh_char/${valid_set} |
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| | | fi |
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| | | |
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| | | # Training Stage |
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| | | # LM Training Stage |
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| | | world_size=$gpu_num # run on one machine |
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| | | if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then |
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| | | echo "stage 3: Training" |
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| | | echo "stage 3: LM Training" |
|---|
| | | fi |
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| | | |
|---|
| | | # ASR Training Stage |
|---|
| | | world_size=$gpu_num # run on one machine |
|---|
| | | if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then |
|---|
| | | echo "stage 4: ASR Training" |
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| | | mkdir -p ${exp_dir}/exp/${model_dir} |
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| | | mkdir -p ${exp_dir}/exp/${model_dir}/log |
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| | | INIT_FILE=${exp_dir}/exp/${model_dir}/ddp_init |
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| | |
|---|
| | | fi |
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| | | |
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| | | # Testing Stage |
|---|
| | | if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then |
|---|
| | | echo "stage 4: Inference" |
|---|
| | | if [ ${stage} -le 5 ] && [ ${stop_stage} -ge 5 ]; then |
|---|
| | | echo "stage 5: Inference" |
|---|
| | | for dset in ${test_sets}; do |
|---|
| | | asr_exp=${exp_dir}/exp/${model_dir} |
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| | | inference_tag="$(basename "${inference_config}" .yaml)" |
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| | |
|---|
| | | exit 0 |
|---|
| | | fi |
|---|
| | | mkdir -p "${_logdir}" |
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| | | _data="${feats_dir}/${dumpdir}/${dset}" |
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| | | _data="${feats_dir}/data/${dset}" |
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| | | key_file=${_data}/${scp} |
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| | | num_scp_file="$(<${key_file} wc -l)" |
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| | | _nj=$([ $inference_nj -le $num_scp_file ] && echo "$inference_nj" || echo "$num_scp_file") |
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| | |
|---|
| | | --njob ${njob} \ |
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| | | --gpuid_list ${gpuid_list} \ |
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| | | --data_path_and_name_and_type "${_data}/${scp},speech,${type}" \ |
|---|
| | | --cmvn_file ${feats_dir}/data/${train_set}/cmvn/cmvn.mvn \ |
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| | | --key_file "${_logdir}"/keys.JOB.scp \ |
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| | | --asr_train_config "${asr_exp}"/config.yaml \ |
|---|
| | | --asr_model_file "${asr_exp}"/"${inference_asr_model}" \ |
|---|
