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main_tools/FirstPass.sh
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#!/bin/bash ##################################################### # File : FirstPass.sh # # Brief : ASR first pass and speaker diarization # # Author : Jean-François Rey # # (base on Emmanuel Ferreira # # and Hugo Mauchrétien works) # # Version : 1.1 # # Date : 18/06/13 # ##################################################### |
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echo "### FirstPass.sh ###" |
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# Check OTMEDIA_HOME env var if [ -z ${OTMEDIA_HOME} ] then OTMEDIA_HOME=$(dirname $(dirname $(readlink -e $0))) export OTMEDIA_HOME=$OTMEDIA_HOME fi # where is FirstPass.sh MAIN_SCRIPT_PATH=$(dirname $(readlink -e $0)) # scripts path SCRIPT_PATH=$OTMEDIA_HOME/tools/scripts # Include scripts . $SCRIPT_PATH"/Tools.sh" . $SCRIPT_PATH"/CheckFirstPass.sh" # where is FirstPass.cfg FIRSTPASS_CONFIG_FILE=$OTMEDIA_HOME"/cfg/FirstPass.cfg" if [ -e $FIRSTPASS_CONFIG_FILE ] then . $FIRSTPASS_CONFIG_FILE else |
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echo "ERROR : Can't find configuration file $FIRSTPASS_CONFIG_FILE" >&2 echo "exit" >&2 |
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exit 1 fi #---------------# # Parse Options # #---------------# while getopts ":hDv:cf:r" opt do case $opt in h) echo -e "$0 [OPTIONS] <WAV_FILE> <OUTPUT_DIRECTORY> " echo -e "\t Options:" echo -e "\t\t-h :\tprint this message" echo -e "\t\t-D :\tDEBUG mode on" echo -e "\t\t-v l :\tVerbose mode, l=(1|2|3) level mode" |
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echo -e "\t\t-c :\tCheck process, and log it into files, can stop if error detected" |
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echo -e "\t\t-f n :\tspecify a speeral forks number (default 1)" echo -e "\t\t-r :\tforce rerun the wav file" exit 1 ;; D) DEBUG=1 ;; v) VERBOSE=$OPTARG ;; c) CHECK=1 ;; f) FORKS="--forks $OPTARG" ;; r) RERUN=1 ;; :) |
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echo "Option -$OPTARG requires an argument." >&2 |
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exit 1 ;; \?) |
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echo "BAD USAGE : unknow opton -$OPTARG" |
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exit 1 ;; esac done # mode debug enable if [ $DEBUG -eq 1 ] then set -x echo -e "## Mode DEBUG ON ##" fi # mode verbose enable |
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if [ $VERBOSE -gt 0 ]; then echo -e "## Verbose level : $VERBOSE ##" ;fi |
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# Check USAGE by arguments number if [ $(($#-($OPTIND-1))) -ne 2 ] then echo "BAD USAGE : FirstPass.sh [OPTIONS] <WAV_FILE> <OUTPUT_DIR>" echo "$0 -h for more info" exit 1 fi shift $((OPTIND-1)) # check audio file - First argument if [ -e $1 ] && [ -s $1 ] then # absolute path to wav file WAV_FILE=$(readlink -e $1) # wav filename FILENAME=$(basename $WAV_FILE) # wav filename without extension BASENAME=${FILENAME%.*} |
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print_info "[${BASENAME}] => P1 start | $(date +'%d/%m/%y %H:%M:%S')" 1 print_info "[${BASENAME}] $WAV_FILE OK" 2 |
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else |
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print_error " Can't find $1 OR file is empty" |
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exit 1 fi # check output directory - Second argument if [ ! -e $2 ] then mkdir -p $2 |
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print_info "[${BASENAME}] Make directory $2" 2 |
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fi #-------------# # GLOBAL VARS # #-------------# |
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OUTPUT_DIR=$(readlink -e $2) # Output directory absolute path |
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OUTPUT_DIR_BASENAME="$OUTPUT_DIR/$BASENAME/" # New OUTPUT_DIR with BASENAME PLP_FILE="$OUTPUT_DIR_BASENAME/$BASENAME.plp" # Global PLP file |
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PLP_DIR="$OUTPUT_DIR_BASENAME/PLP/" # Segmented PLP files directory PLP_LIST="$OUTPUT_DIR_BASENAME/plp.lst" # list of plp files |
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SEG_FILE="$OUTPUT_DIR_BASENAME/$BASENAME.seg" # Global Seg file LBL_FILE="$OUTPUT_DIR_BASENAME/$BASENAME.lbl" # Global LBL file RES_DIR=$OUTPUT_DIR_BASENAME"/res_p1" |
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LOGFILE="$OUTPUT_DIR_BASENAME/info_p1.log" ERRORFILE="$OUTPUT_DIR_BASENAME/error_p1.log" |
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#------------------# # Create WORKSPACE # #------------------# if [ ! -e $OUTPUT_DIR_BASENAME ] then mkdir -p $OUTPUT_DIR_BASENAME |
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print_info "[${BASENAME}] Make directory $OUTPUT_DIR_BASENAME" 2 |
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fi # Lock directory if [ -e $OUTPUT_DIR_BASENAME/FIRSTPASS.lock ] && [ $RERUN -eq 0 ]; then exit 1; fi rm "$OUTPUT_DIR_BASENAME/FIRSTPASS.unlock" > /dev/null 2>&1 touch "$OUTPUT_DIR_BASENAME/FIRSTPASS.lock" > /dev/null 2>&1 rm -r $PLP_DIR > /dev/null 2>&1; mkdir -p $PLP_DIR |
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print_info "[${BASENAME}] Make directory $PLP_DIR" 2 |
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if [ $RERUN -eq 0 ]; then rm -r $RES_DIR > /dev/null 2>&1; else rm $RES_DIR/*.lock > /dev/null 2>&1 fi |
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mkdir -p $RES_DIR > /dev/null 2>&1 |
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print_info "[${BASENAME}] Make directory $RES_DIR" 2 rm $LOGFILE $ERRORFILE > /dev/null 2>&1 |
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#--------------------# # Save configuration # #--------------------# cp $FIRSTPASS_CONFIG_FILE $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "FIRSTPASS_SCRIPT_PATH=$MAIN_SCRIPT_PATH" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "WAV_FILE=$WAV_FILE" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "BASENAME=$BASENAME" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "OUTPUT_DIR=$OUTPUT_DIR" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "OUTPUT_DIR_BASENAME=$OUTPUT_DIR_BASENAME" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "PLP_FILE=$PLP_FILE" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "PLP_DIR=$PLP_DIR" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg |
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echo "PLP_LIST=$PLP_LIST" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg |
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echo "SEG_FILE=$SEG_FILE" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "LBL_FILE=$LBL_FILE" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg echo "RES_DIR=$RES_DIR" >> $OUTPUT_DIR_BASENAME/FirstPass.cfg |
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print_info "[${BASENAME}] Save config in $OUTPUT_DIR_BASENAME/FirstPass.cfg" 1 |
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#-------------------------# # Check Audio File Format # #-------------------------# |
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test=$(whereis avconv) if [ "$test" == "avconv:" ] |
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then |
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print_message $ERROR 1 "[${BASENAME}] avconv is not installed" else error=0 temp=$(avconv -i $WAV_FILE 2>&1 | grep "16000 Hz") if [ -z "$temp" ]; then error=1; fi temp=$(avconv -i $WAV_FILE 2>&1 | grep "1 channels") if [ -z "$temp" ]; then error=1; fi temp=$(avconv -i $WAV_FILE 2>&1 | grep "s16") if [ -z "$temp" ]; then error=1; fi if [ $error -eq 1 ] then print_message $WARNING 2 "[${BASENAME}] $WAV_FILE is not a wav file at 16000 Hz, 1 channel, 16bits have to convert" print_message $INFO 3 "[${BASENAME}] avconv -i $WAV_FILE -threads 4 -vn -f wav -ac 1 -ar 16000 -ab 256000 $OUTPUT_DIR_BASENAME/$BASENAME.wav" avconv -i $WAV_FILE -threads 4 -vn -f wav -ac 1 -ar 16000 -ab 256000 $OUTPUT_DIR_BASENAME/$BASENAME.wav WAV_FILE=$OUTPUT_DIR_BASENAME/$BASENAME.wav FILENAME=$BASENAME.wav print_message $INFO 1 "[${BASENAME}] new wav file : $WAV_FILE" fi |
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fi #---------------# # Get SRT file # #---------------# if [ -s $(dirname $WAV_FILE)/$BASENAME.SRT ] then cp $(dirname $WAV_FILE)/$BASENAME.SRT $OUTPUT_DIR_BASENAME/$BASENAME.SRT |
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print_info "[${BASENAME}] copy $BASENAME.SRT file into $OUTPUT_DIR_BASENAME" 3 |
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fi #------------# # WAV -> PLP # #------------# |
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print_info "[${BASENAME}] convert WAV -> PLP" 1 |
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echo $FILENAME > $OUTPUT_DIR_BASENAME/list.tmp |
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print_info "[${BASENAME}] $BIN_PATH/lia_plp_mt.32 --lst $OUTPUT_DIR_BASENAME/list.tmp --input_dir $(dirname $WAV_FILE) --output_dir $OUTPUT_DIR_BASENAME --input_type WAV --output_type HTK --nb_coef 12 --cms" 3 |
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$BIN_PATH/lia_plp_mt$ARCH --lst $OUTPUT_DIR_BASENAME/list.tmp --input_dir $(dirname $WAV_FILE) --output_dir $OUTPUT_DIR_BASENAME --input_type WAV --output_type HTK --nb_coef 12 --cms |
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if [ $CHECK -eq 1 ] then check_first_pass_plp "$PLP_FILE" if [ $? -eq 1 ] then |
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print_log_file "$ERROFILE" "ERROR [$(date +'%d/%m/%y %H:%M:%S')] Creating PLP file : $PLP_FILE" |
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print_error "[${BASENAME}] -> exit, Check $ERRORFILE file" |
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exit 1 fi fi |
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rm $OUTPUT_DIR_BASENAME/list.tmp 2> /dev/null |
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#------------------------------# # S/NS + SPEAKERS SEGMENTATION # #------------------------------# |
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print_info "[${BASENAME}] Launch speakers diarization" 1 |
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# Calcul seg file |
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print_info "[${BASENAME}] java -Xmx4096m -jar $BIN_PATH/LIUM_SpkDiarization-4.2.jar --fInputMask=${WAV_FILE} --sOutputMask=${SEG_FILE} $BASENAME" 3 |
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#java -Xmx8000m -Xms2048 -jar $BIN_PATH/LIUM_SpkDiarization-4.2.jar --fInputMask=${WAV_FILE} --sOutputMask=${SEG_FILE} $BASENAME |
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java -Xmx4096m -jar $BIN_PATH/LIUM_SpkDiarization-4.2.jar --fInputMask=${WAV_FILE} --sOutputMask=${SEG_FILE} $BASENAME #–doCEClustering |
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if [ $CHECK -eq 1 ] && ( [ ! -e $SEG_FILE ] || [ -z $SEG_FILE ] ) then |
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print_log_file "$ERRORFILE" "ERROR [$(date +'%d/%m/%y %H:%M:%S')] Creating SEG file : $SEG_FILE" |
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print_error "[${BASENAME}] Check $ERRORFILE file" |
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exit 1 fi # Create LBL file |
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print_info "Extract LBL file from SEG file" 1 |
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cat $SEG_FILE | grep -v ";;" | cut -f3,4,5,8 -d" " | tr " " "#" | sort -k1 -n | tr "#" " " > $LBL_FILE if [ $CHECK -eq 1 ] && ( [ ! -e $LBL_FILE ] || [ -z $LBL_FILE ] ) then |
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print_log_file "$ERRORFILE" "ERROR [$(date +'%d/%m/%y %H:%M:%S')] Creating LBL file : $LBL_FILE" |
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print_error "[${BASENAME}] Check $ERRORFILE file" |
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exit 1 fi #----------------------------------------------------# # Cut global PLP file depending to LBL segmentations # #----------------------------------------------------# |
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print_info "[${BASENAME}] Cut PLP file depending to LBL segmentations" 1 print_info "[${BASENAME}] $BIN_PATH/gcep $PLP_FILE $LBL_FILE 500 $PLP_DIR -FSEG" 3 |
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$SPEERAL_TOOLS/gcep $PLP_FILE $LBL_FILE 500 $PLP_DIR -FSEG |
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if [ $CHECK -eq 1 ] then check_first_pass_plps_lbl $PLP_DIR $LBL_FILE if [ $? -eq 1 ] then |
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print_log_file $ERRORFILE "ERROR [$(date +'%d/%m/%y %H:%M:%S')] $PLP wrong number of .plp files" |
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print_error "[${BASENAME}] Check $ERRORFILE file" |
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exit 1 fi fi # change plp files names cd $PLP_DIR; rename -f s/_/#/g *plp rename -f s/#/_/ *plp cd $OLDPWD #---------------------------------------------# # PLP files list depending to acoustic models # #---------------------------------------------# |
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print_info "[${BASENAME}] Create PLP list depending of the model" 1 |
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# Create a list of plp files |
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find $PLP_DIR -type f -exec basename "{}" .plp \; | sort > $PLP_LIST |
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rm $OUTPUT_DIR_BASENAME/plp_*.lst > /dev/null 2>&1 for (( i=0; $i<${#MTAG[@]} ; i++ )) do a=`grep -e "${MTAG[$i]}" $OUTPUT_DIR_BASENAME/plp.lst` if [ -n "$a" ]; then |
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print_info "[${BASENAME}] Creating $OUTPUT_DIR_BASENAME/plp_${MODS[$i]}.lst" 3 |
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grep -e "${MTAG[$i]}" $PLP_LIST | sort > $OUTPUT_DIR_BASENAME/plp_${MODS[$i]}.lst |
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fi done #-----------------------# # First Pass (DECODING) # #-----------------------# # # For all AM do decoding # if Check error -> iter on undone decoding (max 1 times) # |
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print_info "[${BASENAME}] Launch decoding" 1 |
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for (( i=0; $i<${#MTAG[@]} ; i++ )) do redo=1; # nb of try if not all segs is decoded if [ -e $OUTPUT_DIR_BASENAME/plp_${MODS[$i]}.lst ] then todo=$OUTPUT_DIR_BASENAME/plp_${MODS[$i]}.lst while [ $redo -gt 0 ]; do rm $RES_DIR/*.lock > /dev/null 2>&1 |
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print_info "[${BASENAME}] $SPEERAL_BIN $todo $RES_DIR ${SPEERAL_CFG[$i]} -r $PLP_DIR -m $SPEERAL_AM/${MODS[$i]}.hmm -c $SPEERAL_AM/${MODS[$i]}.cls $FORKS --lock" 3 |
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# Run speeral |
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$SPEERAL_BIN ${todo} $RES_DIR ${SPEERAL_CFG[$i]} -r $PLP_DIR -m $SPEERAL_AM/${MODS[$i]}.hmm -c $SPEERAL_AM/${MODS[$i]}.cls $FORKS --lock |
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# Check if error if [ $CHECK -eq 1 ] then check_first_pass_output_speeral "${OUTPUT_DIR_BASENAME}/plp_${MODS[$i]}.lst" "$RES_DIR" # if error if [ $? -eq 1 ] then # rerun redo=$(($redo - 1)); |
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print_warn "[${BASENAME}] Speeral output error : check $LOGFILE" 2 print_log_file $LOGFILE "WARN : Speeral number of output ERROR ${OUTPUT_DIR_BASENAME}/plp_${MODS[$i]}.lst" |
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# new plp list # list .seg done and compare to list of seg to do ls $RES_DIR/*.seg | grep -e "${MTAG[$i]}" | sed -e "s|$RES_DIR\/||g" | sed -e 's/\.seg//' | sort > ${OUTPUT_DIR_BASENAME}/.tmp diff ${OUTPUT_DIR_BASENAME}/plp_${MODS[$i]}.lst ${OUTPUT_DIR_BASENAME}/.tmp | grep -e "^< " | sed -e "s/< //" > ${OUTPUT_DIR_BASENAME}/todo.lst rm ${OUTPUT_DIR_BASENAME}/.tmp # log seg to do |
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print_log_file $LOGFILE "Segs not done [" |
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cat ${OUTPUT_DIR_BASENAME}/todo.lst >> $LOGFILE |
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todo=${OUTPUT_DIR_BASENAME}/todo.lst |
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print_log_file $LOGFILE "] [$(date +'%d/%m/%y %H:%M:%S')]" |
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print_warn "[${BASENAME}] Try $redo" 3 |
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else redo=-1 |
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fi |
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else redo=-1 |
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fi done |
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rm ${OUTPUT_DIR_BASENAME}/todo.lst > /dev/null 2>&1 #rm $OUTPUT_DIR_BASENAME/plp_${MODS[$i]}.lst rm $RES_DIR/*.lock > /dev/null 2>&1 fi done |
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## Check missing seg and log it |
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if [ "$CHECK" -eq 1 ] |
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then ls $RES_DIR/*.seg | sed -e "s|$RES_DIR\/||g" | sed -e 's/\.seg//' | sort > ${OUTPUT_DIR_BASENAME}/.tmp |
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todo=$(cat ${PLP_LIST} 2> /dev/null | wc -l) |
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if [ "$todo" -eq 0 ]; then todo=1;fi |
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notdone=$(($todo - $(cat ${OUTPUT_DIR_BASENAME}/.tmp | wc -l))) pourcentage=$((($notdone*100)/$todo)) |
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if [ "$notdone" -ne 0 ] |
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then |
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print_error "[${BASENAME}] Check ${ERRORFILE}" print_log_file "${ERRORFILE}" "ERROR : Segs not done [" |
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diff ${PLP_LIST} ${OUTPUT_DIR_BASENAME}/.tmp | grep -e "^< " | sed -e "s/< //" >> ${ERRORFILE} |
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print_log_file "${ERRORFILE}" "] $pourcentage% $BASENAME" |
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else |
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print_log_file "$LOGFILE" "P1 OK ${BASENAME} | $(date +'%d/%m/%y %H:%M:%S')" |
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fi rm ${OUTPUT_DIR_BASENAME}/.tmp fi |
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#---------------# # Convert res # #---------------# |
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print_info "[${BASENAME}] Convert .res into .ctm" 1 |
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# .res => .ctm |
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$SCRIPT_PATH/res2out.pl --dir $RES_DIR --format CTM --ignore $RULES/asupp --out $OUTPUT_DIR_BASENAME/$BASENAME.1pass.ctm |
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print_info "[${BASENAME}] Convert .res into .trs" 1 |
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# .res => .trs echo -e "name $AUTHOR fileName $BASENAME fileExt wav segFile $OUTPUT_DIR_BASENAME/$BASENAME.seg" > $OUTPUT_DIR_BASENAME/$BASENAME.trs_cfg |
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$SCRIPT_PATH/res2out.pl --dir $RES_DIR --format TRS --ignore $RULES/asupp --out $OUTPUT_DIR_BASENAME/$BASENAME.1pass.trs --trs_config $OUTPUT_DIR_BASENAME/$BASENAME.trs_cfg |
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rm $OUTPUT_DIR_BASENAME/$BASENAME.trs_cfg 2> /dev/null |
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print_info "[${BASENAME}] Convert .res into .txt" 1 |
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# .res => .txt |
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$SCRIPT_PATH/res2out.pl --dir $RES_DIR --format TXT --ignore $RULES/asupp --out $OUTPUT_DIR_BASENAME/$BASENAME.1pass.txt |
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print_info "[${BASENAME}] <= P1 End | $(date +'%d/%m/%y %H:%M:%S')" 1 |
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# unlock directory mv "$OUTPUT_DIR_BASENAME/FIRSTPASS.lock" "$OUTPUT_DIR_BASENAME/FIRSTPASS.unlock" |