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Nickolay V. Shmyrev
2012-04-25
2012-09-22

  • Nickolay V. Shmyrev

    Nickolay V. Shmyrev - 2012-04-25

    The acoustic model was not correclty trained. What word error rate did you
    have on test stage? If it was reasonable most likely you have issues with the
    feature extraction.

     

  • BlueBang

    BlueBang - 2012-04-25

    thanks you for help me always ! I'm sorry about my poor english.
    I was not found any error on test stage,but there have a WARNING message.this
    is the traning log:

    if i have issues with the feature extraction,How i do? 

    /sphinx/trains/my_db
Training my_db on CQZJ-WW-QP-APP01

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MODULE: 00 verify training files (2012-04-24 20:07)
O.S. is case sensitive ("A" != "a").

Phones will be treated as case sensitive.

Phase 1: DICT - Checking to see if the dict and filler dict agrees with the phonelist file.

Found 8 words using 20 phones

passed 
Phase 2: DICT - Checking to make sure there are not duplicate entries in the dictionary

passed 
Phase 3: CTL - Check general format; utterance length (must be positive); files exist

passed 
Phase 4: CTL - Checking number of lines in the transcript should match lines in control file

passed 
Phase 5: CTL - Determine amount of training data, see if n_tied_states seems reasonable.

Estimated Total Hours Training: 0.00775555555555556

This is a small amount of data, no comment at this time

WARNING 
Phase 6: TRANSCRIPT - Checking that all the words in the transcript are in the dictionary

Words in dictionary: 5

Words in filler dictionary: 3

passed 
Phase 7: TRANSCRIPT - Checking that all the phones in the transcript are in the phonelist, and all phones in the phonelist appear at least once

passed 
--------------------------------------------------------------------------------

MODULE: 01 Train LDA transformation (2012-04-24 20:07)
Skipped (set $CFG_LDA_MLLT = 'yes' to enable)


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MODULE: 02 Train MLLT transformation (2012-04-24 20:07)
Skipped (set $CFG_LDA_MLLT = 'yes' to enable)


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MODULE: 05 Vector Quantization (2012-04-24 20:07)
Skipped for continuous models


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MODULE: 10 Training Context Independent models for forced alignment and VTLN (2012-04-24 20:07)
Skipped: $ST::CFG_FORCEDALIGN set to 'no' in sphinx_train.cfg

Skipped: $ST::CFG_VTLN set to 'no' in sphinx_train.cfg


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MODULE: 11 Force-aligning transcripts (2012-04-24 20:07)
Skipped: $ST::CFG_FORCEDALIGN set to 'no' in sphinx_train.cfg


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MODULE: 12 Force-aligning data for VTLN (2012-04-24 20:07)
Skipped: $ST::CFG_VTLN set to 'no' in sphinx_train.cfg


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MODULE: 20 Training Context Independent models (2012-04-24 20:07)
Phase 1: Cleaning up directories:

accumulator... logs... qmanager... models... completed 
Phase 2: Flat initialize

mk_mdef_gen Log File

completed 
mk_flat Log File

completed 
init_gau Log File

completed 
norm Log File

completed 
init_gau Log File

completed 
norm Log File

completed 
cp_parm Log File

completed 
cp_parm Log File

completed 
Phase 3: Forward-Backward

Baum welch starting for 1 Gaussian(s), iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 17.1784312320917

Baum welch starting for 1 Gaussian(s), iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 22.904276504298

Convergence Ratio = 5.72584527220629

Baum welch starting for 1 Gaussian(s), iteration: 3 (1 of 1)

bw Log File

completed 
Normalization for iteration: 3

norm Log File

completed 
Current Overall Likelihood Per Frame = 24.8559742120344

Convergence Ratio = 1.95169770773639

Baum welch starting for 1 Gaussian(s), iteration: 4 (1 of 1)

bw Log File

completed 
Normalization for iteration: 4

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.4691189111748

Convergence Ratio = 0.613144699140385

Baum welch starting for 1 Gaussian(s), iteration: 5 (1 of 1)

bw Log File

completed 
Normalization for iteration: 5

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.5594340974212

Training completed after 5 iterations


--------------------------------------------------------------------------------

MODULE: 30 Training Context Dependent models (2012-04-24 20:07)
Phase 1: Cleaning up directories:

accumulator... logs... qmanager... completed 
Phase 2: Initialization

mk_mdef_gen Log File

completed 
init_mixw Log File

completed 
Phase 3: Forward-Backward

Baum welch starting for iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.5807915472779

Baum welch starting for iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.8461031518625

Training completed after 2 iterations


--------------------------------------------------------------------------------

MODULE: 40 Build Trees (2012-04-24 20:07)
Phase 1: Cleaning up old log files...

Phase 2: Make Questions

make_quests Log File

completed 
Phase 3: Tree building

Processing each phone with each state

Skipping SIL

ao 0

bldtree Log File

completed 
ao 1

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ao 2

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b 0

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eng 0

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ian 0

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ib 0

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ib 2

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--------------------------------------------------------------------------------

MODULE: 45 Prune Trees (2012-04-24 20:07)
mk_mdef_gen Log File

completed 
Phase 1: Tree Pruning

prunetree Log File

WARNING: This step had 0 ERROR messages and 1 WARNING messages. Please check the log file for details.

completed 
Phase 2: State Tying

tiestate Log File

completed 
--------------------------------------------------------------------------------

MODULE: 50 Training Context dependent models (2012-04-24 20:07)
Phase 1: Cleaning up directories:

accumulator... logs... qmanager... completed 
Phase 2: Copy CI to CD initialize

init_mixw Log File

completed 
Phase 3: Forward-Backward

Baum welch starting for 1 Gaussian(s), iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.5807915472779

Baum welch starting for 1 Gaussian(s), iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.5827363896848

Split Gaussians, increase by 1

inc_comp Log File

completed 
Current Overall Likelihood Per Frame = 25.5827363896848

Convergence Ratio = 0.00194484240691395

Baum welch starting for 2 Gaussian(s), iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 25.3301790830946

Baum welch starting for 2 Gaussian(s), iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 26.4010315186246

Convergence Ratio = 1.07085243553004

Baum welch starting for 2 Gaussian(s), iteration: 3 (1 of 1)

bw Log File

completed 
Normalization for iteration: 3

norm Log File

completed 
Current Overall Likelihood Per Frame = 27.1280336676218

Convergence Ratio = 0.72700214899718

Baum welch starting for 2 Gaussian(s), iteration: 4 (1 of 1)

bw Log File

completed 
Normalization for iteration: 4

norm Log File

completed 
Current Overall Likelihood Per Frame = 27.6016260744986

Convergence Ratio = 0.473592406876769

Baum welch starting for 2 Gaussian(s), iteration: 5 (1 of 1)

bw Log File

completed 
Normalization for iteration: 5

norm Log File

completed 
Current Overall Likelihood Per Frame = 27.7410744985673

Convergence Ratio = 0.139448424068735

Baum welch starting for 2 Gaussian(s), iteration: 6 (1 of 1)

bw Log File

completed 
Normalization for iteration: 6

norm Log File

completed 
Current Overall Likelihood Per Frame = 27.8121131805158

Split Gaussians, increase by 2

inc_comp Log File

completed 
Current Overall Likelihood Per Frame = 27.8121131805158

Convergence Ratio = 0.0710386819484583

Baum welch starting for 4 Gaussian(s), iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 27.5435064469914

Baum welch starting for 4 Gaussian(s), iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 28.8454441260745

Convergence Ratio = 1.3019376790831

Baum welch starting for 4 Gaussian(s), iteration: 3 (1 of 1)

bw Log File

completed 
Normalization for iteration: 3

norm Log File

completed 
Current Overall Likelihood Per Frame = 30.0719842406877

Convergence Ratio = 1.22654011461318

Baum welch starting for 4 Gaussian(s), iteration: 4 (1 of 1)

bw Log File

completed 
Normalization for iteration: 4

norm Log File

completed 
Current Overall Likelihood Per Frame = 31.4216153295129

Convergence Ratio = 1.34963108882519

Baum welch starting for 4 Gaussian(s), iteration: 5 (1 of 1)

bw Log File

completed 
Normalization for iteration: 5

norm Log File

completed 
Current Overall Likelihood Per Frame = 31.646744269341

Convergence Ratio = 0.225128939828071

Baum welch starting for 4 Gaussian(s), iteration: 6 (1 of 1)

bw Log File

completed 
Normalization for iteration: 6

norm Log File

completed 
Current Overall Likelihood Per Frame = 31.7595666189112

Convergence Ratio = 0.112822349570173

Baum welch starting for 4 Gaussian(s), iteration: 7 (1 of 1)

bw Log File

completed 
Normalization for iteration: 7

norm Log File

completed 
Current Overall Likelihood Per Frame = 31.8298746418338

Split Gaussians, increase by 4

inc_comp Log File

completed 
Current Overall Likelihood Per Frame = 31.8298746418338

Convergence Ratio = 0.0703080229226067

Baum welch starting for 8 Gaussian(s), iteration: 1 (1 of 1)

bw Log File

completed 
Normalization for iteration: 1

norm Log File

completed 
Current Overall Likelihood Per Frame = 31.537962034384

Baum welch starting for 8 Gaussian(s), iteration: 2 (1 of 1)

bw Log File

completed 
Normalization for iteration: 2

norm Log File

completed 
Current Overall Likelihood Per Frame = 33.2524606017192

Convergence Ratio = 1.71449856733519

Baum welch starting for 8 Gaussian(s), iteration: 3 (1 of 1)

bw Log File

completed 
Normalization for iteration: 3

norm Log File

completed 
Current Overall Likelihood Per Frame = 34.9759312320917

Convergence Ratio = 1.72347063037249

Baum welch starting for 8 Gaussian(s), iteration: 4 (1 of 1)

bw Log File

completed 
Normalization for iteration: 4

norm Log File

completed 
Current Overall Likelihood Per Frame = 36.5589899713467

Convergence Ratio = 1.583058739255

Baum welch starting for 8 Gaussian(s), iteration: 5 (1 of 1)

bw Log File

completed 
Normalization for iteration: 5

norm Log File

completed 
Current Overall Likelihood Per Frame = 36.8293696275072

Convergence Ratio = 0.270379656160465

Baum welch starting for 8 Gaussian(s), iteration: 6 (1 of 1)

bw Log File

completed 
Normalization for iteration: 6

norm Log File

completed 
Current Overall Likelihood Per Frame = 36.9208094555874

Split Gaussians, increase by 0

Training for 8 Gaussian(s) completed after 6 iterations


--------------------------------------------------------------------------------

MODULE: 60 Lattice Generation (2012-04-24 20:07)
Skipped: $ST::CFG_MMIE set to 'no' in sphinx_train.cfg


--------------------------------------------------------------------------------

MODULE: 61 Lattice Pruning (2012-04-24 20:07)
Skipped: $ST::CFG_MMIE set to 'no' in sphinx_train.cfg


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MODULE: 62 Lattice Format Conversion (2012-04-24 20:07)
Skipped: $ST::CFG_MMIE set to 'no' in sphinx_train.cfg


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MODULE: 65 MMIE Training (2012-04-24 20:07)
Skipped: $ST::CFG_MMIE set to 'no' in sphinx_train.cfg


--------------------------------------------------------------------------------

MODULE: 90 deleted interpolation (2012-04-24 20:07)
Skipped for continuous models

    but there have an Warning message at MODULE: 45 Prune Trees ,Phase 1: Tree
    Pruning.

    I set CFG_N_TIED_STATES=5

    this is purnetree.5.log file: 

    ...
INFO: main.c(340): Root node extracted (ian 1) from heap
INFO: main.c(340): Root node extracted (ian 0) from heap
INFO: main.c(340): Root node extracted (d 2) from heap
INFO: main.c(340): Root node extracted (d 0) from heap
INFO: main.c(340): Root node extracted (ian 2) from heap
WARNING: "main.c", line 365: 5 seno's not generated because heap ran out
INFO: main.c(386): ao-0 1
INFO: main.c(386): ao-1 1
INFO: main.c(386): ao-2 1
INFO: main.c(386): b-0  1
...
     

  • Nickolay V. Shmyrev

    Nickolay V. Shmyrev - 2012-04-25

    Please read the tutorial carefully, it contains many critical recommendations
    which you missed in your current training

    http://cmusphinx.sourceforge.net/wiki/tutorialam

     

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