游雁
2023-05-19 219c2482ab755fbd4e49dfbdee91bf1a8a4ec49a
egs/aishell/data2vec_paraformer_finetune/run.sh
@@ -19,15 +19,16 @@
token_type=char
type=sound
scp=wav.scp
stage=3
stop_stage=4
speed_perturb="0.9 1.0 1.1"
stage=0
stop_stage=5
# feature configuration
feats_dim=80
nj=64
# data
raw_data=
raw_data=../raw_data
data_url=www.openslr.org/resources/33
# exp tag
@@ -105,11 +106,17 @@
    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"
     python utils/download_model.py  --model_name ${model_name}  # download pretrained model on ModelScope
    echo "stage 3: LM Training"
fi
# ASR Training Stage
world_size=$gpu_num  # run on one machine
if [ ${stage} -le 4 ] && [ ${stop_stage} -ge 4 ]; then
    echo "stage 4: ASR Training"
    python utils/download_model.py  --model_name ${model_name}  # download pretrained model on ModelScope
    mkdir -p ${exp_dir}/exp/${model_dir}
    mkdir -p ${exp_dir}/exp/${model_dir}/log
    INIT_FILE=${exp_dir}/exp/${model_dir}/ddp_init
@@ -132,6 +139,7 @@
                --data_dir ${feats_dir}/data \
                --train_set ${train_set} \
                --valid_set ${valid_set} \
                --data_file_names "wav.scp,text" \
                --init_param ${init_param} \
                --cmvn_file ${feats_dir}/data/${train_set}/cmvn/cmvn.mvn \
                --resume true \
@@ -149,8 +157,8 @@
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)"
@@ -183,6 +191,7 @@
                --gpuid_list ${gpuid_list} \
                --data_path_and_name_and_type "${_data}/${scp},speech,${type}" \
                --cmvn_file ${feats_dir}/data/${train_set}/cmvn/cmvn.mvn \
                --speed_perturb ${speed_perturb} \
                --key_file "${_logdir}"/keys.JOB.scp \
                --asr_train_config "${asr_exp}"/config.yaml \
                --asr_model_file "${asr_exp}"/"${inference_asr_model}" \