scripts updated

This commit is contained in:
jinzr 2024-03-14 09:45:25 +08:00
parent ed3d25b768
commit 53fb384488
2 changed files with 44 additions and 35 deletions

View File

@ -45,7 +45,7 @@ def get_args():
parser.add_argument( parser.add_argument(
"--subset", "--subset",
type=str, type=str,
default="train" default="train",
help="""Dataset parts to compute fbank. """, help="""Dataset parts to compute fbank. """,
) )

View File

@ -10,6 +10,12 @@ stop_stage=100
# This is to avoid OOM during feature extraction. # This is to avoid OOM during feature extraction.
num_splits=1000 num_splits=1000
# In case you want to use all validated data
use_validated=false
# In case you are willing to take the risk and use invalidated data
use_invalidated=false
# We assume dl_dir (download dir) contains the following # We assume dl_dir (download dir) contains the following
# directories and files. If not, they will be downloaded # directories and files. If not, they will be downloaded
# by this script automatically. # by this script automatically.
@ -102,19 +108,23 @@ if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
if [ ! -e data/${lang}/manifests/.cv-${lang}.done ]; then if [ ! -e data/${lang}/manifests/.cv-${lang}.done ]; then
lhotse prepare commonvoice --language $lang -j $nj $dl_dir/$release data/${lang}/manifests lhotse prepare commonvoice --language $lang -j $nj $dl_dir/$release data/${lang}/manifests
# In case you want to use all validated data if [ $use_validated = true ] && [ ! -f data/${lang}/manifests/.cv-${lang}.validated.done ]; then
# lhotse prepare commonvoice \ log "Also prepare validated data"
# --split validated \ lhotse prepare commonvoice \
# --language $lang \ --split validated \
# -j $nj $dl_dir/$release data/${lang}/manifests --language $lang \
# touch data/${lang}/manifests/.cv-${lang}.validated.done -j $nj $dl_dir/$release data/${lang}/manifests
touch data/${lang}/manifests/.cv-${lang}.validated.done
fi
# In case you want to take the risk and use invalidated data if [ $use_invalidated = true ] && [ ! -f data/${lang}/manifests/.cv-${lang}.invalidated.done ]; then
# lhotse prepare commonvoice \ log "Also prepare invalidated data"
# --split invalidated \ lhotse prepare commonvoice \
# --language $lang \ --split invalidated \
# -j $nj $dl_dir/$release data/${lang}/manifests --language $lang \
# touch data/${lang}/manifests/.cv-${lang}.invalidated.done -j $nj $dl_dir/$release data/${lang}/manifests
touch data/${lang}/manifests/.cv-${lang}.invalidated.done
fi
touch data/${lang}/manifests/.cv-${lang}.done touch data/${lang}/manifests/.cv-${lang}.done
fi fi
@ -123,7 +133,8 @@ if [ $stage -le 1 ] && [ $stop_stage -ge 1 ]; then
# 1. wget -O jq https://github.com/stedolan/jq/releases/download/jq-1.6/jq-linux64 # 1. wget -O jq https://github.com/stedolan/jq/releases/download/jq-1.6/jq-linux64
# 2. chmod +x ./jq # 2. chmod +x ./jq
# 3. cp jq /usr/bin # 3. cp jq /usr/bin
if [ -f data/${lang}/manifests/.cv-${lang}.validated.done ]; then if [ $use_validated = true ]; then
log "Getting cut ids from dev/test sets for later use"
gunzip -c data/${lang}/manifests/cv-${lang}_supervisions_test.jsonl.gz \ gunzip -c data/${lang}/manifests/cv-${lang}_supervisions_test.jsonl.gz \
| jq '.id' | sed 's/"//g' > data/${lang}/manifests/cv-${lang}_test_ids | jq '.id' | sed 's/"//g' > data/${lang}/manifests/cv-${lang}_test_ids
@ -148,18 +159,18 @@ if [ $stage -le 3 ] && [ $stop_stage -ge 3 ]; then
if [ ! -e data/${lang}/fbank/.preprocess_complete ]; then if [ ! -e data/${lang}/fbank/.preprocess_complete ]; then
./local/preprocess_commonvoice.py --language $lang ./local/preprocess_commonvoice.py --language $lang
touch data/${lang}/fbank/.preprocess_complete touch data/${lang}/fbank/.preprocess_complete
fi
if [ $use_validated = true ] && [ ! -f data/${lang}/fbank/.validated.preprocess_complete ]; then
log "Also preprocess validated data"
./local/preprocess_commonvoice.py --language $lang --split validated
touch data/${lang}/fbank/.validated.preprocess_complete
fi
if [ -f data/${lang}/manifests/.cv-${lang}.validated.done ]; then if [ $use_invalidated = true ] && [ ! -f data/${lang}/fbank/.invalidated.preprocess_complete ]; then
log "Also preprocess validated data" log "Also preprocess invalidated data"
./local/preprocess_commonvoice.py --language $lang --split validated ./local/preprocess_commonvoice.py --language $lang --split invalidated
touch data/${lang}/fbank/.validated.preprocess_complete touch data/${lang}/fbank/.invalidated.preprocess_complete
fi
if [ -f data/${lang}/manifests/.cv-${lang}.invalidated.done ]; then
log "Also preprocess invalidated data"
./local/preprocess_commonvoice.py --language $lang --split invalidated
touch data/${lang}/fbank/.invalidated.preprocess_complete
fi
fi fi
fi fi
@ -180,16 +191,16 @@ if [ $stage -le 5 ] && [ $stop_stage -ge 5 ]; then
touch $split_dir/.cv-${lang}_train_split.done touch $split_dir/.cv-${lang}_train_split.done
fi fi
if [ -f data/${lang}/fbank/.validated.preprocess_complete ]; then split_dir=data/${lang}/fbank/cv-${lang}_validated_split_${num_splits}
if [ $use_validated = true ] && [ ! -f $split_dir/.cv-${lang}_validated.done ]; then
log "Also split validated data" log "Also split validated data"
split_dir=data/${lang}/fbank/cv-${lang}_validated_split_${num_splits}
lhotse split $num_splits ./data/${lang}/fbank/cv-${lang}_cuts_validated_raw.jsonl.gz $split_dir lhotse split $num_splits ./data/${lang}/fbank/cv-${lang}_cuts_validated_raw.jsonl.gz $split_dir
touch $split_dir/.cv-${lang}_validated.done touch $split_dir/.cv-${lang}_validated.done
fi fi
if [ -f data/${lang}/fbank/.invalidated.preprocess_complete ]; then split_dir=data/${lang}/fbank/cv-${lang}_invalidated_split_${num_splits}
if [ $use_invalidated = true ] && [ ! -f $split_dir/.cv-${lang}_invalidated.done ]; then
log "Also split invalidated data" log "Also split invalidated data"
split_dir=data/${lang}/fbank/cv-${lang}_invalidated_split_${num_splits}
lhotse split $num_splits ./data/${lang}/fbank/cv-${lang}_cuts_invalidated_raw.jsonl.gz $split_dir lhotse split $num_splits ./data/${lang}/fbank/cv-${lang}_cuts_invalidated_raw.jsonl.gz $split_dir
touch $split_dir/.cv-${lang}_invalidated.done touch $split_dir/.cv-${lang}_invalidated.done
fi fi
@ -208,8 +219,7 @@ if [ $stage -le 6 ] && [ $stop_stage -ge 6 ]; then
touch data/${lang}/fbank/.cv-${lang}_train.done touch data/${lang}/fbank/.cv-${lang}_train.done
fi fi
split_dir=data/${lang}/fbank/cv-${lang}_validated_split_${num_splits} if [ $use_validated = true ] && [ ! -f data/${lang}/fbank/.cv-${lang}_validated.done ]; then
if [ -f $split_dir/.cv-${lang}_validated.done ]; then
log "Also compute features for validated data" log "Also compute features for validated data"
./local/compute_fbank_commonvoice_splits.py \ ./local/compute_fbank_commonvoice_splits.py \
--subset validated \ --subset validated \
@ -222,8 +232,7 @@ if [ $stage -le 6 ] && [ $stop_stage -ge 6 ]; then
touch data/${lang}/fbank/.cv-${lang}_validated.done touch data/${lang}/fbank/.cv-${lang}_validated.done
fi fi
split_dir=data/${lang}/fbank/cv-${lang}_invalidated_split_${num_splits} if [ $use_invalidated = true ] && [ ! -f data/${lang}/fbank/.cv-${lang}_invalidated.done ]; then
if [ -f $split_dir/.cv-${lang}_invalidated.done ]; then
log "Also compute features for invalidated data" log "Also compute features for invalidated data"
./local/compute_fbank_commonvoice_splits.py \ ./local/compute_fbank_commonvoice_splits.py \
--subset invalidated \ --subset invalidated \
@ -244,13 +253,13 @@ if [ $stage -le 7 ] && [ $stop_stage -ge 7 ]; then
lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_train.jsonl.gz lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_train.jsonl.gz
fi fi
if [ -f data/${lang}/fbank/.cv-${lang}_validated.done ]; then if [ $use_validated = true ] && [ -f data/${lang}/fbank/.cv-${lang}_validated.done ]; then
log "Also combine features for validated data" log "Also combine features for validated data"
pieces=$(find data/${lang}/fbank/cv-${lang}_validated_split_${num_splits} -name "cv-${lang}_cuts_validated.*.jsonl.gz") pieces=$(find data/${lang}/fbank/cv-${lang}_validated_split_${num_splits} -name "cv-${lang}_cuts_validated.*.jsonl.gz")
lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_validated.jsonl.gz lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_validated.jsonl.gz
fi fi
if [ -f data/${lang}/fbank/.cv-${lang}_invalidated.done ]; then if [ $use_invalidated = true ] && [ -f data/${lang}/fbank/.cv-${lang}_invalidated.done ]; then
log "Also combine features for invalidated data" log "Also combine features for invalidated data"
pieces=$(find data/${lang}/fbank/cv-${lang}_inalidated_split_${num_splits} -name "cv-${lang}_cuts_invalidated.*.jsonl.gz") pieces=$(find data/${lang}/fbank/cv-${lang}_inalidated_split_${num_splits} -name "cv-${lang}_cuts_invalidated.*.jsonl.gz")
lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_invalidated.jsonl.gz lhotse combine $pieces data/${lang}/fbank/cv-${lang}_cuts_invalidated.jsonl.gz