| | |
|---|
| | | type=sound |
|---|
| | | scp=wav.scp |
|---|
| | | speed_perturb="0.9 1.0 1.1" |
|---|
| | | stage=3 |
|---|
| | | stop_stage=4 |
|---|
| | | stage=0 |
|---|
| | | stop_stage=5 |
|---|
| | | |
|---|
| | | skip_extract_embed=false |
|---|
| | | bert_model_name="bert-base-chinese" |
|---|
| | |
|---|
| | | echo "<unk>" >> ${token_list} |
|---|
| | | fi |
|---|
| | | |
|---|
| | | # Training Stage |
|---|
| | | # LM Training Stage |
|---|
| | | world_size=$gpu_num # run on one machine |
|---|
| | | if [ ${stage} -le 3 ] && [ ${stop_stage} -ge 3 ]; then |
|---|
| | | echo "stage 3: Training" |
|---|
| | | echo "stage 3: LM Training" |
|---|
| | | fi |
|---|
| | | |
|---|
| | | # Training Stage |
|---|
| | | world_size=$gpu_num # run on one machine |
|---|
| | | if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then |
|---|
| | | echo "stage 4: ASR Training" |
|---|
| | | if ! "${skip_extract_embed}"; then |
|---|
| | | echo "extract embeddings..." |
|---|
| | | local/extract_embeds.sh \ |
|---|
| | |
|---|
| | | fi |
|---|
| | | |
|---|
| | | # 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/${model_dir} |
|---|
| | | inference_tag="$(basename "${inference_config}" .yaml)" |
|---|
| | |
|---|
| | | exit 0 |
|---|
| | | fi |
|---|
| | | mkdir -p "${_logdir}" |
|---|
| | | _data="${feats_dir}/${dumpdir}/${dset}" |
|---|
| | | _data="${feats_dir}/data/${dset}" |
|---|
| | | key_file=${_data}/${scp} |
|---|
| | | num_scp_file="$(<${key_file} wc -l)" |
|---|
| | | _nj=$([ $inference_nj -le $num_scp_file ] && echo "$inference_nj" || echo "$num_scp_file") |
|---|
| | |
|---|
| | | --njob ${njob} \ |
|---|
| | | --gpuid_list ${gpuid_list} \ |
|---|
| | | --data_path_and_name_and_type "${_data}/${scp},speech,${type}" \ |
|---|
| | | --cmvn_file ${feats_dir}/data/${train_set}/cmvn/cmvn.mvn \ |
|---|
| | | --key_file "${_logdir}"/keys.JOB.scp \ |
|---|
| | | --asr_train_config "${asr_exp}"/config.yaml \ |
|---|
| | | --asr_model_file "${asr_exp}"/"${inference_asr_model}" \ |
|---|
