#---------------------------------------------------------------#
# htrain.env SWBD Training Environment File                     #
#                                                               #
# This version is for:                                          #
#                                                               #
#    htrain triphone training script                            #
#                                                               #
#---------------------------------------------------------------#

echo "Enter htrain.env"

# if USE_EXPORT is set, the enviornment variable ncpus is used to
# decide how many CPUs will the job be partitioned on.

set USE_EXPORT=1
#unset USE_EXPORT
set ncpus=4
# CPUs to use for training: if USE_EXPORT is set, and cpus is also set,
# then the export is restricted to the cpus in the list
set cpus = ( s02 s03 s04 s05 s06 s07 s08 s09 s10 s11 s12 s13 s14 s15 s16 s17 s18 s19 s20)
# unset cpus
# Note that label editing and model editing will be done on a single
# CPU
if ( $?USE_EXPORT && $?cpus ) then
  foreach t($cpus)
    if (! $?export_opt ) then
      set export_opt = "-attr $t"
    else
      set export_opt = "$export_opt -attr OR -attr $t"
    endif
  end
endif
if ( $?USE_EXPORT ) then
  set cpus = "cpu${ncpus}"
  @ t = $ncpus - 1
  while ( $t )
    set  cpus = "cpu$t $cpus"
    @ t -= 1
  end
endif

# Comment the next statement if you do not wish to use your local CPU.
#if ( $?export_opt ) then
#  set export_opt = "$export_opt OR -uselocal"
#else
#  set export_opt = "-uselocal"
#endif

echo "$export_opt"

# to Save space, results on intermidiate iterations of HERest are 
# deleted if SAVE_SPACE is set

# Main directory location
set maindir = /export/q/ws96/mordow/HTK_TRAIN

set SAVE_SPACE
# Switchboard toolkit library location
#set swbdlib  = /export/p/ws96/WS96_TOOLS/HMM_Tools96
set swbdlib  = /export/q/ws96/mordow 
set HTE      = $swbdlib/train_scripts/HTE.train
# Triphone type that will be used: wintri --> Word Internal
#				   xwrdtri--> Cross word
set tritype   = wintri

# Define input file coercions.  This must agree with HMM definitions.
#setenv HCOERCE MFCC_E_D_A_Z
setenv HCOERCE USER

# set feature dimension (after coercion)
set    Feature_Dim = 38

# Set the following to read data from ESPS files
# setenv HFORMAT ESPS
# setenv HSAMPKIND 
# setenv HCOERCE 

# Define training script files.  Script files are ascii files which
# contain file names with complete paths.

set trnscpfs = /export/n/ws96/SWB/Lists/swb.htk.8hr.cut0.plplist 
		  # Flat-start training files
set trnscp = /export/n/ws96/SWB/Lists/swb.htk.8hr.cut0.plplist 
	          # Full training file list

# Define HMM lists.  These must cover the phones in the test and training sets.
set hmmlist_fs   = $maindir/phon_lists/mono-sp   # Flat-start monophones
set hmmlist_mono = $maindir/phon_lists/mono      # Baseline monophones
set hmmlist_tri  = $maindir/phon_lists/allcd     # all Triphones that can ever
				# occur in training and testing

# Define phone-level training Master Label Files
set trainmlf_fs   = $maindir/train.mono-sp.mlf
			 # flat-start monophone labels
set trainmlf_mono = $maindir/train.mono.mlf
			 # monophones labels

# Define Word-level Master Label Files for Alignment during training
set wordmlf = /export/p/ws96/WS96_DATA/SWB_TRANS/TRAINING.word.mlf

# Define the Dictionary for words in the training data
set dict = $maindir/WS96AMDict.icsi56.ver1.spsil

# Minimum Varinace (Variance Floor) as a fraction of Global data
# variance
set minvFloor = 0.002
# HHEd state-clustering threshold for state-clustered 
# triphones.  See HTK V2.0 manual and HHEd.c source code
set hhed      = $maindir/edit_scripts/${tritype}.hed 
		# script for cloning monophones to triphones and tying
		# transition matrices
set ro_thresh = 250
set dt_thresh = 300
set treehed   = $maindir/edit_scripts/tree.hed # Main edit script for
					      # decision tree clustering
# HLEd script for creating triphone transcription from monophone
# transcription
set led_to_tri = $swbdlib/edit_scripts/${tritype}.led



# HERest training iterations 
set fsits     = 4     # Flat-Start
set monoitsb  = 4     # Monophone iterations before Alignment
set monoitsa  = 9     # Total # of Monophone iterations.
set triits_bc = 3     # Triphone iterations before clustering
#set triits_bc = 2     # Triphone iterations before clustering
set triits_ac = 4     # Total # of triphone iterations after clustering
set tricits   = 4     # Number of State-Clustered Triphones iterations

# Mixture growing sequence.  State-clustered triphone mixtures are 
# increased in this sequence.  tricits (above) determines the number 
# of HERest iterations performed after each increase in mixture count.
set mixtures = (2 4 5 7)

echo "Exit htrain.env"
#---------------------------------------------------------------#
#                END OF ENVIRONMENT DEFINITION                  #
#---------------------------------------------------------------#