Speech:Spring 2014 Avengers Exps 007

= Description =

Author: Colby Johnson

Date: 4/4/2014

Purpose: First Train/Decode using our team's SUPER SECRET training and testing corpus subsets

Details: Training: LM: Decode:
 * Corpus: 100hr/train2
 * Dictionary: switchboard.dic
 * GenTrans: genTrans8.pl
 * Senones: 10000
 * Density: 64
 * Corpus: 100hr/train2
 * Corpus: 100hr/test

Running A Train
The following will is the entire process I took in order to run the Train: % mkdir  % cd  % /mnt/main/root/tools/SphinxTrain-1.0/scripts_pl/setup_SphinxTrain.pl -task  % cd etc % vim sphinx_train.cfg $CFG_DB_NAME = "" $CFG_BASE_DIR = "/mnt/main/Exp/0251/" % /mnt/main/root/sphinx3/scripts/setup_sphinx3.pl -task  % vim sphinx_decode.cfg % cd .. % nohup /mnt/main/scripts/user/genTrans9.pl /mnt/main/corpus/switchboard/  & % cd etc % nohup /mnt/main/scripts/train/scripts_pl/pruneDictionary2.pl _train.trans 	/mnt/main/corpus/dist/custom/switchboard.dic .dic & % cp -i /mnt/main/root/tools/SphinxTrain-1.0/train1/etc/train1.filler 007.filler % cp -i /mnt/main/scripts/user/genPhones.csh. % ./genPhones.csh  % vim .phone % cd .. % nohup /scripts_pl/make_feats.pl -ctl etc/_train.fileids & % nohup scripts_pl/RunAll.pl &
 * Create the Directory in which to build the Experiemnt (007)
 * Move into the Directory to run setup scripts
 * Run the SphinxTrain setup script
 * Move into the etc directory
 * Open sphinx_train.cfg
 * Modify line 6 to look like below
 * Modify line 7 to look like below
 * Modify line 79 - Remove the Comment (Hashtag)
 * Modify line 80 - Add a Comment (Hashtag)
 * 79 should be un-commented as we are using a continuous model
 * Modify line 107 - Density Value (64)
 * Use whatever Density you would like
 * Modify line 120 - Senone Value (10000)
 * Use whatever Senone value you would like
 * Write and Exit the file
 * Press Esc and Type ":wq" (without the quotes)
 * Run the Sphinx3 Decoder setup script
 * Open sphinx_decode.cfg
 * Modify line 51
 * Change  to tmp
 * Move up one level
 * Run genTrans9.pl in the background (WILL TAKE ABOUT 2 HOURS OR MORE)
 * I.E. nohup /mnt/main/scripts/user/genTrans9.pl /mnt/main/corpus/switchboard/100hr/train2 007 &
 * Run in the background as it could take a while. This way if your SSH session disconnects you won't lose anything
 * Wait for this to finish before continuing
 * move into the etc directory
 * Prune the dictionary for your transcript in the background (WILL TAKE ABOUT 30 MIN OR MORE)
 * Run in the background as it could take a while. This way if your SSH session disconnects you won't lose anything
 * Wait for this to finish before continuing
 * Copy the filler dictionary into your experiment directory
 * Copy the genPhones.csh script into your directory
 * Create your Phones list
 * Open Your Phones list
 * Insert the Silence Phone into your Phone list
 * Arrow down to the the correct alphabetical position of which SIL would go
 * Press "i" to enable insert mode
 * Press Enter and type SIL
 * Press Esc and type ":wq"
 * Move up a level
 * Generate your feats in the background (WILL TAKE 45 MIN OR MORE WITH 100HRs OF DATA)
 * If all has gone well up to this point you can run the train in the background (WILL TAKE A REALLY LONG TIME, LIKE A DAY OR MORE WITH 100HRs OF DATA)

If your Training fails at any point you can check the .html log to see where it failed. Depending on what module it failed in, look in the logdir for that module and look for the appropriate log.

Creating a LM
The Language model needs to be built around the training data.

% mkdir LM % cd LM % cp -i ../etc/_train.trans trans_unedited % sed 's/(sw[0-9]*[A-Z]-[a-z]*[0-9]*-[a-z]-[0-9]*)//g' trans_unedited >> trans_parsed % cp -i /mnt/main/scripts/user/lm_create.pl. % ./lm_create.pl trans_parsed
 * From the Base Exp directory Create the LM directory (0251//)
 * Move into your LM directory
 * Copy the raw Transcript into your LM directory
 * I.E. cp -i ../etc/ _train.trans trans_unedited
 * Parse the raw transcript
 * Copy the lm_create script into the your LM directory
 * Create the LM

Running a Decode
This is the easy part. Run the Decode

% scripts_pl/decode/slave.pl
 * From your base Experiment Directory (0251/<exp#>/) call slave.pl

You will now be running your decode. This could take quite a while to run. If it says it completed in a few seconds, it has failed. Check the logdir to find where it went wrong

Results: Training took about 31 hours to complete

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  6373 cdsen/fr, 120 cisen/fr, 50986 cdgau/fr, 960 cigau/fr, 1.75 xCPU 1.76 xClk [Ovhrd 0.03 xCPU  0 xClk];  6724 hmm/fr, 56 wd/fr, 0.77 xCPU 0.77 xClk;  tot: 2.54 xCPU, 2.55 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  6308 cdsen/fr, 120 cisen/fr, 50468 cdgau/fr, 960 cigau/fr, 1.74 xCPU 1.74 xClk [Ovhrd 0.03 xCPU  0 xClk];  6656 hmm/fr, 58 wd/fr, 0.78 xCPU 0.78 xClk;  tot: 2.54 xCPU, 2.54 xClk TOTAL Words: 10951 Correct: 8107 Errors: 4665 TOTAL Percent correct = 74.03% Error = 42.60% Accuracy = 57.40% TOTAL Insertions: 1821 Deletions: 589 Substitutions: 2255
 * Decode_8.old Log1:
 * Decode_8.old Log2:
 * Results_8.old:

Denstiy 16
INFO: stat.c(206): SUMMARY: 212252 fr;  6368 cdsen/fr, 120 cisen/fr, 101898 cdgau/fr, 1920 cigau/fr, 3.05 xCPU 3.05 xClk [Ovhrd 0.06 xCPU  0 xClk];  6747 hmm/fr, 53 wd/fr, 0.79 xCPU 0.79 xClk;  tot: 3.85 xCPU, 3.86 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  6313 cdsen/fr, 120 cisen/fr, 101018 cdgau/fr, 1920 cigau/fr, 3.02 xCPU 3.02 xClk [Ovhrd 0.06 xCPU  0 xClk];  6684 hmm/fr, 55 wd/fr, 0.79 xCPU 0.79 xClk;  tot: 3.82 xCPU, 3.83 xClk TOTAL Words: 10951 Correct: 8482 Errors: 4231 TOTAL Percent correct = 77.45% Error = 38.64% Accuracy = 61.36% TOTAL Insertions: 1762 Deletions: 534 Substitutions: 1935
 * Decode_16.old Log1
 * Decode_16.old Log2
 * Results_16.old

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  6202 cdsen/fr, 120 cisen/fr, 198360 cdgau/fr, 3840 cigau/fr, 5.38 xCPU 5.39 xClk [Ovhrd 0.10 xCPU  0 xClk];  6435 hmm/fr, 48 wd/fr, 0.73 xCPU 0.73 xClk;  tot: 6.13 xCPU, 6.13 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  6167 cdsen/fr, 120 cisen/fr, 197240 cdgau/fr, 3840 cigau/fr, 5.40 xCPU 5.40 xClk [Ovhrd 0.10 xCPU  0 xClk];  6422 hmm/fr, 50 wd/fr, 0.75 xCPU 0.75 xClk;  tot: 6.17 xCPU, 6.17 xClk TOTAL Words: 10951 Correct: 9072 Errors: 3567 TOTAL Percent correct = 82.84% Error = 32.57% Accuracy = 67.43% TOTAL Insertions: 1688 Deletions: 453 Substitutions: 1426
 * Decode_32.old Log1
 * Decode_32.old Log2
 * Results_32.old

Param Changes Made

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_CIPBEAM = "1e-10";
 * $DEC_CFG_MAXCDSENPF = "5000";
 * $DEC_CFG_MAXHMMPF = "4500";
 * $DEC_CFG_MAXWPF = "15";
 * I also changed this line in etc/sphinx_decode.cfg
 * FROM: $DEC_CFG_BEAMWIDTH = "1e-80";
 * TO: $DEC_CFG_BEAMWIDTH = "1e-60";
 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,

Density 16
INFO: stat.c(206): SUMMARY: 212252 fr;  4178 cdsen/fr, 120 cisen/fr, 67146 cdgau/fr, 1920 cigau/fr, 2.10 xCPU 2.10 xClk [Ovhrd 0.08 xCPU  0 xClk];  3862 hmm/fr, 49 wd/fr, 0.57 xCPU 0.57 xClk;  tot: 2.69 xCPU, 2.69 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  4163 cdsen/fr, 120 cisen/fr, 66895 cdgau/fr, 1920 cigau/fr, 2.11 xCPU 2.11 xClk [Ovhrd 0.08 xCPU  0 xClk];  3798 hmm/fr, 51 wd/fr, 0.57 xCPU 0.58 xClk;  tot: 2.70 xCPU, 2.70 xClk TOTAL Words: 10951 Correct: 8436 Errors: 4304 TOTAL Percent correct = 77.03% Error = 39.30% Accuracy = 60.70% TOTAL Insertions: 1789 Deletions: 539 Substitutions: 1976
 * Density_16.pruned Log1
 * Density_16.pruned Log2
 * Results_16.pruned

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  4116 cdsen/fr, 120 cisen/fr, 131943 cdgau/fr, 3840 cigau/fr, 3.68 xCPU 3.69 xClk [Ovhrd 0.12 xCPU  0 xClk];  3708 hmm/fr, 43 wd/fr, 0.53 xCPU 0.53 xClk;  tot: 4.23 xCPU, 4.23 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  4115 cdsen/fr, 120 cisen/fr, 131912 cdgau/fr, 3840 cigau/fr, 3.72 xCPU 3.72 xClk [Ovhrd 0.12 xCPU  0 xClk];  3679 hmm/fr, 45 wd/fr, 0.54 xCPU 0.54 xClk;  tot: 4.27 xCPU, 4.27 xClk TOTAL Words: 10951 Correct: 9032 Errors: 3607 TOTAL Percent correct = 82.48% Error = 32.94% Accuracy = 67.06% TOTAL Insertions: 1688 Deletions: 456 Substitutions: 1463
 * Density_32.pruned Log1:
 * Density_32.pruned Log2:
 * Results_32.pruned:

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-60";
 * $DEC_CFG_PBEAM ="1e-60";
 * $DEC_CFG_WORDBEAM = "1e-30";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  5725 cdsen/fr, 120 cisen/fr, 183129 cdgau/fr, 3840 cigau/fr, 5.10 xCPU 5.10 xClk [Ovhrd 0.11 xCPU  0 xClk];  4847 hmm/fr, 27 wd/fr, 0.52 xCPU 0.52 xClk;  tot: 5.62 xCPU, 5.62 xClk
 * Decode_32.pruned2 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  5714 cdsen/fr, 120 cisen/fr, 182759 cdgau/fr, 3840 cigau/fr, 5.08 xCPU 5.08 xClk [Ovhrd 0.11 xCPU  0 xClk];  4837 hmm/fr, 29 wd/fr, 0.53 xCPU 0.53 xClk;  tot: 5.61 xCPU, 5.61 xClk
 * Decode_32.pruned2 Log2

TOTAL Words: 10951 Correct: 9040 Errors: 3696 TOTAL Percent correct = 82.55% Error = 33.75% Accuracy = 66.25% TOTAL Insertions: 1785 Deletions: 428 Substitutions: 1483
 * Results_32.pruned2

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-30";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  4512 cdsen/fr, 120 cisen/fr, 144338 cdgau/fr, 3840 cigau/fr, 4.12 xCPU 4.12 xClk [Ovhrd 0.11 xCPU  0 xClk];  2908 hmm/fr, 27 wd/fr, 0.34 xCPU 0.34 xClk;  tot: 4.47 xCPU, 4.47 xClk
 * Decode_32.pruned3 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  4474 cdsen/fr, 120 cisen/fr, 143137 cdgau/fr, 3840 cigau/fr, 4.08 xCPU 4.08 xClk [Ovhrd 0.11 xCPU  0 xClk];  2881 hmm/fr, 28 wd/fr, 0.34 xCPU 0.34 xClk;  tot: 4.43 xCPU, 4.43 xClk
 * Decode_32.pruned3 Log2

TOTAL Words: 10951 Correct: 9004 Errors: 3740 TOTAL Percent correct = 82.22% Error = 34.15% Accuracy = 65.85% TOTAL Insertions: 1793 Deletions: 436 Substitutions: 1511
 * Results_32.pruned3

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-20";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  4252 cdsen/fr, 120 cisen/fr, 136007 cdgau/fr, 3840 cigau/fr, 5.59 xCPU 6.47 xClk [Ovhrd 0.15 xCPU  0 xClk];  2647 hmm/fr, 8 wd/fr, 0.33 xCPU 0.38 xClk;  tot: 5.93 xCPU, 6.86 xClk
 * Decode_32.pruned4 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  4215 cdsen/fr, 120 cisen/fr, 134839 cdgau/fr, 3840 cigau/fr, 5.48 xCPU 6.28 xClk [Ovhrd 0.15 xCPU  0 xClk];  2620 hmm/fr, 9 wd/fr, 0.32 xCPU 0.37 xClk;  tot: 5.82 xCPU, 6.66 xClk
 * Decode_32.pruned4 log2

TOTAL Words: 10951 Correct: 8767 Errors: 3952 TOTAL Percent correct = 80.06% Error = 36.09% Accuracy = 63.91% TOTAL Insertions: 1768 Deletions: 496 Substitutions: 1688
 * Result_32.pruned4

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  4299 cdsen/fr, 120 cisen/fr, 137524 cdgau/fr, 3840 cigau/fr, 4.01 xCPU 4.04 xClk [Ovhrd 0.11 xCPU  0 xClk];  2376 hmm/fr, 27 wd/fr, 0.36 xCPU 0.36 xClk;  tot: 4.38 xCPU, 4.40 xClk
 * Decode_32.pruned5 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  4265 cdsen/fr, 120 cisen/fr, 136437 cdgau/fr, 3840 cigau/fr, 4.01 xCPU 4.02 xClk [Ovhrd 0.11 xCPU  0 xClk];  2353 hmm/fr, 28 wd/fr, 0.36 xCPU 0.36 xClk;  tot: 4.37 xCPU, 4.39 xClk
 * Decode_32.pruned5 Log2

TOTAL Words: 10951 Correct: 8992 Errors: 3760 TOTAL Percent correct = 82.11% Error = 34.33% Accuracy = 65.67% TOTAL Insertions: 1801 Deletions: 438 Substitutions: 1521
 * Result_32.pruned5

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-10";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  4148 cdsen/fr, 120 cisen/fr, 132774 cdgau/fr, 3840 cigau/fr, 3.91 xCPU 3.92 xClk [Ovhrd 0.11 xCPU  0 xClk];  2374 hmm/fr, 27 wd/fr, 0.36 xCPU 0.36 xClk;  tot: 4.27 xCPU, 4.29 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  4117 cdsen/fr, 120 cisen/fr, 131761 cdgau/fr, 3840 cigau/fr, 3.91 xCPU 3.93 xClk [Ovhrd 0.11 xCPU  0 xClk];  2351 hmm/fr, 28 wd/fr, 0.36 xCPU 0.36 xClk;  tot: 4.28 xCPU, 4.30 xClk TOTAL Words: 10951 Correct: 8982 Errors: 3772 TOTAL Percent correct = 82.02% Error = 34.44% Accuracy = 65.56% TOTAL Insertions: 1803 Deletions: 433 Substitutions: 1536
 * Decode_32.pruned6 Log1
 * Decode_32.pruned6 Log2
 * Results_32.pruned6

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";


 * scripts_pl/decode/s3decode.pl - I adding the following params to the sphinx_decode call:
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -wip => $ST::DEC_CFG_WIP,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  3661 cdsen/fr, 120 cisen/fr, 117318 cdgau/fr, 3840 cigau/fr, 3.31 xCPU 3.31 xClk [Ovhrd 0.10 xCPU  0 xClk];  2369 hmm/fr, 27 wd/fr, 0.34 xCPU 0.34 xClk;  tot: 3.66 xCPU, 3.67 xClk
 * Decode_32.pruned7 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  3630 cdsen/fr, 120 cisen/fr, 116331 cdgau/fr, 3840 cigau/fr, 3.32 xCPU 3.32 xClk [Ovhrd 0.10 xCPU  0 xClk];  2345 hmm/fr, 28 wd/fr, 0.35 xCPU 0.35 xClk;  tot: 3.68 xCPU, 3.68 xClk
 * Decode_32.pruned7 Log2

TOTAL Words: 10951 Correct: 8923 Errors: 3859 TOTAL Percent correct = 81.48% Error = 35.24% Accuracy = 64.76% TOTAL Insertions: 1831 Deletions: 437 Substitutions: 1591
 * Results_32.pruned7

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "9.5";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-45";
 * $DEC_CFG_PBEAM ="1e-45";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  2410 cdsen/fr, 120 cisen/fr, 77400 cdgau/fr, 3840 cigau/fr, 2.31 xCPU 2.31 xClk [Ovhrd 0.12 xCPU  0 xClk];  1832 hmm/fr, 19 wd/fr, 0.24 xCPU 0.24 xClk;  tot: 2.55 xCPU, 2.55 xClk INFO: stat.c(206): SUMMARY: 206418 fr;  2402 cdsen/fr, 120 cisen/fr, 77123 cdgau/fr, 3840 cigau/fr, 2.31 xCPU 2.32 xClk [Ovhrd 0.12 xCPU  0 xClk];  1799 hmm/fr, 21 wd/fr, 0.24 xCPU 0.24 xClk;  tot: 2.56 xCPU, 2.56 xClk
 * Decode_32.pruned8 Log1
 * Decode_32.pruned8 Log2

TOTAL Words: 10951 Correct: 8785 Errors: 3996 TOTAL Percent correct = 80.22% Error = 36.49% Accuracy = 63.51% TOTAL Insertions: 1830 Deletions: 444 Substitutions: 1722
 * Results_32.pruned8

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "13";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-45";
 * $DEC_CFG_PBEAM ="1e-45";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  2012 cdsen/fr, 120 cisen/fr, 64542 cdgau/fr, 3840 cigau/fr, 1.95 xCPU 1.95 xClk [Ovhrd 0.12 xCPU  0 xClk];  938 hmm/fr, 12 wd/fr, 0.12 xCPU 0.12 xClk;  tot: 2.07 xCPU, 2.07 xClk
 * Decode_32.pruned9 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  1972 cdsen/fr, 120 cisen/fr, 63272 cdgau/fr, 3840 cigau/fr, 1.93 xCPU 1.94 xClk [Ovhrd 0.12 xCPU  0 xClk];  896 hmm/fr, 13 wd/fr, 0.11 xCPU 0.12 xClk;  tot: 2.05 xCPU, 2.06 xClk
 * Decode_32.pruned9 Log2

TOTAL Words: 10951 Correct: 8276 Errors: 4159 TOTAL Percent correct = 75.57% Error = 37.98% Accuracy = 62.02% TOTAL Insertions: 1484 Deletions: 623 Substitutions: 2052
 * Result_32.pruned9

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "12";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-45";
 * $DEC_CFG_PBEAM ="1e-45";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  2143 cdsen/fr, 120 cisen/fr, 68762 cdgau/fr, 3840 cigau/fr, 2.07 xCPU 2.07 xClk [Ovhrd 0.12 xCPU  0 xClk];  1166 hmm/fr, 13 wd/fr, 0.14 xCPU 0.14 xClk;  tot: 2.21 xCPU, 2.21 xClk
 * Decode_32.pruned10 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2109 cdsen/fr, 120 cisen/fr, 67680 cdgau/fr, 3840 cigau/fr, 2.05 xCPU 2.06 xClk [Ovhrd 0.12 xCPU  0 xClk];  1124 hmm/fr, 15 wd/fr, 0.14 xCPU 0.14 xClk;  tot: 2.20 xCPU, 2.20 xClk
 * Decode_32.pruned10 Log2

TOTAL Words: 10951 Correct: 8560 Errors: 3952 TOTAL Percent correct = 78.17% Error = 36.09% Accuracy = 63.91% TOTAL Insertions: 1561 Deletions: 594 Substitutions: 1797
 * Result_32.pruned10

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-45";
 * $DEC_CFG_PBEAM ="1e-45";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2240 cdsen/fr, 120 cisen/fr, 18158 cdgau/fr, 960 cigau/fr, 0.75 xCPU 0.76 xClk [Ovhrd 0.05 xCPU  0 xClk];  1470 hmm/fr, 20 wd/fr, 0.18 xCPU 0.18 xClk;  tot: 0.94 xCPU, 0.94 xClk
 * Decode_8.pruned Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2200 cdsen/fr, 120 cisen/fr, 17833 cdgau/fr, 960 cigau/fr, 0.75 xCPU 0.75 xClk [Ovhrd 0.05 xCPU  0 xClk];  1413 hmm/fr, 21 wd/fr, 0.18 xCPU 0.18 xClk;  tot: 0.93 xCPU, 0.93 xClk
 * Decode_8.pruned Log2

TOTAL Words: 10951 Correct: 7636 Errors: 5132 TOTAL Percent correct = 69.73% Error = 46.86% Accuracy = 53.14% TOTAL Insertions: 1817 Deletions: 674 Substitutions: 2641
 * Result_8.pruned

Density 16
INFO: stat.c(206): SUMMARY: 212252 fr;  2274 cdsen/fr, 120 cisen/fr, 36630 cdgau/fr, 1920 cigau/fr, 1.25 xCPU 1.25 xClk [Ovhrd 0.08 xCPU  0 xClk];  1480 hmm/fr, 18 wd/fr, 0.18 xCPU 0.18 xClk;  tot: 1.44 xCPU, 1.44 xClk
 * Decode_16.pruned Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2238 cdsen/fr, 120 cisen/fr, 36037 cdgau/fr, 1920 cigau/fr, 1.24 xCPU 1.25 xClk [Ovhrd 0.08 xCPU  0 xClk];  1421 hmm/fr, 20 wd/fr, 0.18 xCPU 0.18 xClk;  tot: 1.43 xCPU, 1.43 xClk
 * Decode_16.pruned Log1

TOTAL Words: 10951 Correct: 8124 Errors: 4589 TOTAL Percent correct = 74.19% Error = 41.90% Accuracy = 58.10% TOTAL Insertions: 1762 Deletions: 588 Substitutions: 2239
 * Result_16.pruned

Density 32
INFO: stat.c(206): SUMMARY: 212252 fr;  2258 cdsen/fr, 120 cisen/fr, 72487 cdgau/fr, 3840 cigau/fr, 2.15 xCPU 2.16 xClk [Ovhrd 0.12 xCPU  0 xClk];  1421 hmm/fr, 15 wd/fr, 0.17 xCPU 0.17 xClk;  tot: 2.34 xCPU, 2.34 xClk
 * Decode_32.pruned11 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2240 cdsen/fr, 120 cisen/fr, 71887 cdgau/fr, 3840 cigau/fr, 2.16 xCPU 2.16 xClk [Ovhrd 0.12 xCPU  0 xClk];  1384 hmm/fr, 17 wd/fr, 0.17 xCPU 0.17 xClk;  tot: 2.34 xCPU, 2.34 xClk
 * Decode_32.pruned11 Log2

TOTAL Words: 10951 Correct: 8721 Errors: 3871 TOTAL Percent correct = 79.64% Error = 35.35% Accuracy = 64.65% TOTAL Insertions: 1641 Deletions: 520 Substitutions: 1710
 * Result_32.pruned11

Density 64
INFO: stat.c(206): SUMMARY: 212252 fr;  2177 cdsen/fr, 120 cisen/fr, 139442 cdgau/fr, 7680 cigau/fr, 3.84 xCPU 3.84 xClk [Ovhrd 0.21 xCPU  0 xClk];  1295 hmm/fr, 13 wd/fr, 0.16 xCPU 0.16 xClk;  tot: 4.00 xCPU, 4.00 xClk
 * Decode_64.pruned Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2172 cdsen/fr, 120 cisen/fr, 139120 cdgau/fr, 7680 cigau/fr, 3.83 xCPU 3.83 xClk [Ovhrd 0.21 xCPU  0 xClk];  1281 hmm/fr, 14 wd/fr, 0.16 xCPU 0.16 xClk;  tot: 3.99 xCPU, 3.99 xClk
 * Decode_64.pruned Log2

TOTAL Words: 10951 Correct: 9190 Errors: 3354 TOTAL Percent correct = 83.92% Error = 30.63% Accuracy = 69.37% TOTAL Insertions: 1593 Deletions: 457 Substitutions: 1304
 * Result_64.pruned

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-35";
 * $DEC_CFG_PBEAM ="1e-35";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  1415 cdsen/fr, 120 cisen/fr, 11419 cdgau/fr, 960 cigau/fr, 0.52 xCPU 0.52 xClk [Ovhrd 0.05 xCPU  0 xClk];  479 hmm/fr, 20 wd/fr, 0.09 xCPU 0.09 xClk;  tot: 0.62 xCPU, 0.62 xClk
 * Density_8.pruned2 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  1355 cdsen/fr, 120 cisen/fr, 10934 cdgau/fr, 960 cigau/fr, 0.52 xCPU 0.52 xClk [Ovhrd 0.05 xCPU  0 xClk];  446 hmm/fr, 20 wd/fr, 0.09 xCPU 0.09 xClk;  tot: 0.61 xCPU, 0.61 xClk
 * Density_8.pruned2 Log1

TOTAL Words: 10951 Correct: 5943 Errors: 7076 TOTAL Percent correct = 54.27% Error = 64.62% Accuracy = 35.38% TOTAL Insertions: 2068 Deletions: 660 Substitutions: 4348
 * Result_8.pruned2

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-40";
 * $DEC_CFG_PBEAM ="1e-40";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  1415 cdsen/fr, 120 cisen/fr, 11419 cdgau/fr, 960 cigau/fr, 0.52 xCPU 0.52 xClk [Ovhrd 0.05 xCPU  0 xClk];  479 hmm/fr, 20 wd/fr, 0.09 xCPU 0.09 xClk;  tot: 0.62 xCPU, 0.62 xClk
 * Density_8.pruned2 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  1355 cdsen/fr, 120 cisen/fr, 10934 cdgau/fr, 960 cigau/fr, 0.52 xCPU 0.52 xClk [Ovhrd 0.05 xCPU  0 xClk];  446 hmm/fr, 20 wd/fr, 0.09 xCPU 0.09 xClk;  tot: 0.61 xCPU, 0.61 xClk
 * Density_8.pruned2 Log1

TOTAL Words: 10951 Correct: 7178 Errors: 5610 TOTAL Percent correct = 65.55% Error = 51.23% Accuracy = 48.77% TOTAL Insertions: 1837 Deletions: 701 Substitutions: 3072
 * Result_8.pruned2

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-50";
 * $DEC_CFG_PBEAM ="1e-50";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2497 cdsen/fr, 120 cisen/fr, 20285 cdgau/fr, 960 cigau/fr, 0.84 xCPU 0.84 xClk [Ovhrd 0.05 xCPU  0 xClk];  2040 hmm/fr, 20 wd/fr, 0.26 xCPU 0.26 xClk;  tot: 1.11 xCPU, 1.11 xClk
 * Density_8.pruned3 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2474 cdsen/fr, 120 cisen/fr, 20083 cdgau/fr, 960 cigau/fr, 0.85 xCPU 0.85 xClk [Ovhrd 0.05 xCPU  0 xClk];  1980 hmm/fr, 21 wd/fr, 0.25 xCPU 0.26 xClk;  tot: 1.11 xCPU, 1.11 xClk
 * Density_8.pruned3 Log1

TOTAL Words: 10951 Correct: 7841 Errors: 4898 TOTAL Percent correct = 71.60% Error = 44.73% Accuracy = 55.27% TOTAL Insertions: 1788 Deletions: 645 Substitutions: 2465
 * Result_8.pruned3

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-55";
 * $DEC_CFG_PBEAM ="1e-55";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2676 cdsen/fr, 120 cisen/fr, 21766 cdgau/fr, 960 cigau/fr, 0.95 xCPU 0.95 xClk [Ovhrd 0.05 xCPU  0 xClk];  2538 hmm/fr, 20 wd/fr, 0.37 xCPU 0.37 xClk;  tot: 1.33 xCPU, 1.33 xClk
 * Density_8.pruned4 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2667 cdsen/fr, 120 cisen/fr, 21681 cdgau/fr, 960 cigau/fr, 0.95 xCPU 0.95 xClk [Ovhrd 0.05 xCPU  0 xClk];  2490 hmm/fr, 21 wd/fr, 0.37 xCPU 0.37 xClk;  tot: 1.33 xCPU, 1.33 xClk
 * Density_8.pruned4 Log2

TOTAL Words: 10951 Correct: 7862 Errors: 4891 TOTAL Percent correct = 71.79% Error = 44.66% Accuracy = 55.34% TOTAL Insertions: 1802 Deletions: 651 Substitutions: 2438
 * Result_8.pruned2

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-51";
 * $DEC_CFG_PBEAM ="1e-51";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2538 cdsen/fr, 120 cisen/fr, 20624 cdgau/fr, 960 cigau/fr, 0.90 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2146 hmm/fr, 20 wd/fr, 0.30 xCPU 0.30 xClk;  tot: 1.21 xCPU, 1.21 xClk
 * Density_8.pruned5 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2519 cdsen/fr, 120 cisen/fr, 20454 cdgau/fr, 960 cigau/fr, 0.90 xCPU 0.90 xClk [Ovhrd 0.05 xCPU  0 xClk];  2090 hmm/fr, 21 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.20 xCPU, 1.20 xClk
 * Density_8.pruned5 Log2

TOTAL Words: 10951 Correct: 7862 Errors: 4869 TOTAL Percent correct = 71.79% Error = 44.46% Accuracy = 55.54% TOTAL Insertions: 1780 Deletions: 649 Substitutions: 2440
 * Result_8.pruned5

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2577 cdsen/fr, 120 cisen/fr, 20946 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2251 hmm/fr, 20 wd/fr, 0.32 xCPU 0.32 xClk;  tot: 1.24 xCPU, 1.24 xClk
 * Density_8.pruned6 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2560 cdsen/fr, 120 cisen/fr, 20798 cdgau/fr, 960 cigau/fr, 0.92 xCPU 0.92 xClk [Ovhrd 0.05 xCPU  0 xClk];  2196 hmm/fr, 21 wd/fr, 0.31 xCPU 0.31 xClk;  tot: 1.23 xCPU, 1.24 xClk
 * Density_8.pruned6 Log2

TOTAL Words: 10951 Correct: 7858 Errors: 4866 TOTAL Percent correct = 71.76% Error = 44.43% Accuracy = 55.57% TOTAL Insertions: 1773 Deletions: 652 Substitutions: 2441
 * Result_8.pruned6

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-53";
 * $DEC_CFG_PBEAM ="1e-53";
 * $DEC_CFG_WORDBEAM = "1e-30";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2612 cdsen/fr, 120 cisen/fr, 21239 cdgau/fr, 960 cigau/fr, 0.92 xCPU 0.92 xClk [Ovhrd 0.05 xCPU  0 xClk];  2351 hmm/fr, 20 wd/fr, 0.33 xCPU 0.33 xClk;  tot: 1.26 xCPU, 1.26 xClk
 * Density_8.pruned7 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2598 cdsen/fr, 120 cisen/fr, 21113 cdgau/fr, 960 cigau/fr, 0.93 xCPU 0.93 xClk [Ovhrd 0.05 xCPU  0 xClk];  2297 hmm/fr, 21 wd/fr, 0.33 xCPU 0.33 xClk;  tot: 1.26 xCPU, 1.26 xClk
 * Density_8.pruned7 Log2

TOTAL Words: 10951 Correct: 7850 Errors: 4899 TOTAL Percent correct = 71.68% Error = 44.74% Accuracy = 55.26% TOTAL Insertions: 1798 Deletions: 651 Substitutions: 2450
 * Result_8.pruned7

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-25";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2561 cdsen/fr, 120 cisen/fr, 20808 cdgau/fr, 960 cigau/fr, 0.90 xCPU 0.90 xClk [Ovhrd 0.05 xCPU  0 xClk];  2209 hmm/fr, 13 wd/fr, 0.28 xCPU 0.28 xClk;  tot: 1.19 xCPU, 1.19 xClk
 * Density_8.pruned8 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2543 cdsen/fr, 120 cisen/fr, 20651 cdgau/fr, 960 cigau/fr, 0.90 xCPU 0.90 xClk [Ovhrd 0.05 xCPU  0 xClk];  2157 hmm/fr, 14 wd/fr, 0.28 xCPU 0.28 xClk;  tot: 1.19 xCPU, 1.19 xClk
 * Density_8.pruned8 Log2

TOTAL Words: 10951 Correct: 7691 Errors: 5015 TOTAL Percent correct = 70.23% Error = 45.79% Accuracy = 54.21% TOTAL Insertions: 1755 Deletions: 689 Substitutions: 2571
 * Result_8.pruned8

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-26";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2564 cdsen/fr, 120 cisen/fr, 20837 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2218 hmm/fr, 14 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.20 xCPU, 1.20 xClk
 * Density_8.pruned9 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2547 cdsen/fr, 120 cisen/fr, 20685 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2167 hmm/fr, 15 wd/fr, 0.28 xCPU 0.28 xClk;  tot: 1.20 xCPU, 1.20 xClk
 * Density_8.pruned9 Log2

TOTAL Words: 10951 Correct: 7729 Errors: 4979 TOTAL Percent correct = 70.58% Error = 45.47% Accuracy = 54.53% TOTAL Insertions: 1757 Deletions: 679 Substitutions: 2543
 * Result_8.pruned9

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-27";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2568 cdsen/fr, 120 cisen/fr, 20868 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2228 hmm/fr, 16 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.20 xCPU, 1.20 xClk
 * Density_8.pruned10 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2550 cdsen/fr, 120 cisen/fr, 20714 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2175 hmm/fr, 17 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.20 xCPU, 1.20 xClk
 * Density_8.pruned10 Log2

TOTAL Words: 10951 Correct: 7781 Errors: 4924 TOTAL Percent correct = 71.05% Error = 44.96% Accuracy = 55.04% TOTAL Insertions: 1754 Deletions: 668 Substitutions: 2502
 * Result_8.pruned10

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-28";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "3250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2571 cdsen/fr, 120 cisen/fr, 20896 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2237 hmm/fr, 17 wd/fr, 0.30 xCPU 0.30 xClk;  tot: 1.21 xCPU, 1.21 xClk
 * Density_8.pruned11 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2554 cdsen/fr, 120 cisen/fr, 20744 cdgau/fr, 960 cigau/fr, 0.91 xCPU 0.91 xClk [Ovhrd 0.05 xCPU  0 xClk];  2182 hmm/fr, 18 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.21 xCPU, 1.21 xClk
 * Density_8.pruned11 Log2

TOTAL Words: 10951 Correct: 7798 Errors: 4915 TOTAL Percent correct = 71.21% Error = 44.88% Accuracy = 55.12% TOTAL Insertions: 1762 Deletions: 665 Substitutions: 2488
 * Result_8.pruned11

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-28";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "2250";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  1965 cdsen/fr, 120 cisen/fr, 16064 cdgau/fr, 960 cigau/fr, 0.75 xCPU 0.75 xClk [Ovhrd 0.05 xCPU  0 xClk];  2247 hmm/fr, 17 wd/fr, 0.30 xCPU 0.30 xClk;  tot: 1.06 xCPU, 1.06 xClk
 * Density_8.pruned12 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  1959 cdsen/fr, 120 cisen/fr, 15996 cdgau/fr, 960 cigau/fr, 0.75 xCPU 0.75 xClk [Ovhrd 0.05 xCPU  0 xClk];  2189 hmm/fr, 18 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.05 xCPU, 1.05 xClk
 * Density_8.pruned12 Log2

TOTAL Words: 10951 Correct: 7677 Errors: 5071 TOTAL Percent correct = 70.10% Error = 46.31% Accuracy = 53.69% TOTAL Insertions: 1797 Deletions: 656 Substitutions: 2618
 * Result_8.pruned12

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-28";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "2500";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2133 cdsen/fr, 120 cisen/fr, 17404 cdgau/fr, 960 cigau/fr, 0.79 xCPU 0.79 xClk [Ovhrd 0.05 xCPU  0 xClk];  2242 hmm/fr, 17 wd/fr, 0.30 xCPU 0.30 xClk;  tot: 1.09 xCPU, 1.10 xClk
 * Density_8.pruned12 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2125 cdsen/fr, 120 cisen/fr, 17324 cdgau/fr, 960 cigau/fr, 0.79 xCPU 0.79 xClk [Ovhrd 0.05 xCPU  0 xClk];  2187 hmm/fr, 18 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.09 xCPU, 1.09 xClk
 * Density_8.pruned12 Log2

TOTAL Words: 10951 Correct: 7728 Errors: 5012 TOTAL Percent correct = 70.57% Error = 45.77% Accuracy = 54.23% TOTAL Insertions: 1789 Deletions: 662 Substitutions: 2561
 * Result_8.pruned12

Param Changes

 * etc/sphinx_decode.cfg - I added the following lines:
 * $DEC_CFG_LANGUAGEWEIGHT = "11";
 * $DEC_CFG_WIP = "0.7";
 * $DEC_CFG_BEAMWIDTH = "1e-52";
 * $DEC_CFG_PBEAM ="1e-52";
 * $DEC_CFG_WORDBEAM = "1e-28";
 * $DEC_CFG_MAXHMMPF = "2500";
 * $DEC_CFG_CIPBEAM = "1e-7";
 * $DEC_CFG_MAXCDSENPF = "2750";
 * $DEC_CFG_MAXWPF = "10";


 * scripts_pl/decode/s3decode.pl - Make sure the following params have been added to the sphinx_decode call:
 * -beam => $ST::DEC_CFG_BEAMWIDTH,
 * -wbeam => $ST::DEC_CFG_WORDBEAM,
 * -pbeam => $ST::DEC_CFG_PBEAM,
 * -maxhmmpf => $ST::DEC_CFG_MAXHMMPF,
 * -ci_pbeam => $ST::DEC_CFG_CIPBEAM,
 * -maxcdsenpf => $ST::DEC_CFG_MAXCDSENPF,
 * -maxwpf => $ST::DEC_CFG_MAXWPF,
 * -wip => $ST::DEC_CFG_WIP,


 * Modified this line to match param name in cfg file
 * $ST::DEC_CFG_WIP = 0.2 unless defined($ST::DEC_CFG_WIP);

Density 8
INFO: stat.c(206): SUMMARY: 212252 fr;  2289 cdsen/fr, 120 cisen/fr, 18654 cdgau/fr, 960 cigau/fr, 0.83 xCPU 0.83 xClk [Ovhrd 0.05 xCPU  0 xClk];  2240 hmm/fr, 17 wd/fr, 0.30 xCPU 0.30 xClk;  tot: 1.13 xCPU, 1.14 xClk
 * Density_8.pruned12 Log1

INFO: stat.c(206): SUMMARY: 206418 fr;  2279 cdsen/fr, 120 cisen/fr, 18554 cdgau/fr, 960 cigau/fr, 0.84 xCPU 0.84 xClk [Ovhrd 0.05 xCPU  0 xClk];  2186 hmm/fr, 18 wd/fr, 0.29 xCPU 0.29 xClk;  tot: 1.13 xCPU, 1.13 xClk
 * Density_8.pruned12 Log2

TOTAL Words: 10951 Correct: 7766 Errors: 4968 TOTAL Percent correct = 70.92% Error = 45.37% Accuracy = 54.63% TOTAL Insertions: 1783 Deletions: 659 Substitutions: 2526
 * Result_8.pruned12