Speech:Exps 0199

Description
Author: Colby Johnson & David Meehan

Date: 27Feb2014

Purpose: The purpose of this Experiment if to show a baseline of accuracy using clean transcription data meaning no OOV words. This will hopefully prove where our inaccuracy lies. using varying densities and senone values we hope to show data curves of optimal values. This is one of 3 Experiments using different corpora, this one will use first_5hr/clean

Details: All trains are run with the following settings: Corpus -
 * first_5hr/clean

0199/d8/s3000 - 0199/d8/s5000 - 0199/d8/s7000 - 0199/d16/s3000 - 0199/d16/s5000 - 0199/d16/s7000 - 0199/d32/s3000 - 0199/d32/s5000 - 0199/d32/s7000 -
 * Density: 8
 * Senone: 3000
 * Density: 8
 * Senone: 5000
 * Density: 8
 * Senone: 7000
 * Density: 16
 * Senone: 3000
 * Density: 16
 * Senone: 5000
 * Density: 16
 * Senone: 7000
 * Density: 32
 * Senone: 3000
 * Density: 32
 * Senone: 5000
 * Density: 32
 * Senone: 7000

Results
 * All trains were successful
 * Decodes are in progress

0199/d8/s3000 - Train: 48 Min Decode: xRT = 1.51 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 84.4   11.1    4.5   16.4   32.0   91.6 | |=================================================================|     |  Mean   | 43.8  544.1 | 84.4   11.4    4.2   18.7   34.3   92.6 | | S.D.   | 20.2  248.5 |  5.6    4.6    2.1    9.3   11.8    7.5 | | Median | 40.0  489.5 | 85.6   10.4    3.8   17.3   32.9   95.3 | `-'
 * Density: 8
 * Senone: 3000

Successful Completion

0199/d8/s5000 - Train: 61 Min Decode: xRT = 1.55 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 87.1    8.8    4.2   15.5   28.5   89.0 | |=================================================================|     |  Mean   | 43.8  544.1 | 86.9    9.1    3.9   17.7   30.7   90.3 | | S.D.   | 20.2  248.5 |  4.7    3.8    1.9    8.9   11.2    8.5 | | Median | 40.0  489.5 | 88.0    8.6    3.5   15.5   29.6   92.3 | `-'
 * Density: 8
 * Senone: 5000

Successful Completion

0199/d8/s7000 - Train: 61 Min Decode: xRT = 1.73 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 86.5    9.2    4.3   15.4   28.9   89.3 | |=================================================================|     |  Mean   | 43.8  544.1 | 86.4    9.5    4.1   17.6   31.2   90.6 | | S.D.   | 20.2  248.5 |  4.6    4.0    2.1    9.1   10.9    8.3 | | Median | 40.0  489.5 | 87.2    8.9    3.7   15.1   29.3   92.3 | `-'
 * Density: 8
 * Senone: 7000

Successful Completion

0199/d16/s3000 - Train: 85 Min Decode: xRT = 1.67 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 90.1    6.4    3.5   13.7   23.7   85.5 | |=================================================================|     |  Mean   | 43.8  544.1 | 90.0    6.7    3.3   15.8   25.8   86.8 | | S.D.   | 20.2  248.5 |  4.0    3.3    1.7    8.3   10.0    9.4 | | Median | 40.0  489.5 | 90.7    6.0    3.0   14.4   24.4   89.6 | `-'
 * Density: 16
 * Senone: 3000

Successful Completion

0199/d16/s5000 - Train: 83 Min Decode: xRT = 1.62 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 91.0    5.6    3.4   12.5   21.5   81.5 | |=================================================================|     |  Mean   | 43.8  544.1 | 90.9    5.8    3.3   14.5   23.6   83.2 | | S.D.   | 20.2  248.5 |  3.9    2.8    2.3    8.1    9.6   10.8 | | Median | 40.0  489.5 | 92.1    4.8    2.7   12.0   21.8   85.4 | `-'
 * Density: 16
 * Senone: 5000

Successful Completion

0199/d16/s7000 - Train: 82 Min Decode: xRT = 1.53 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 89.0    6.3    4.7   12.4   23.4   82.2 | |=================================================================|     |  Mean   | 43.8  544.1 | 89.0    6.4    4.6   14.2   25.2   83.7 | | S.D.   | 20.2  248.5 |  4.3    3.0    3.2    7.7    9.3    9.5 | | Median | 40.0  489.5 | 89.8    5.5    3.7   12.3   22.6   85.4 | `-'
 * Density: 16
 * Senone: 7000

Successful Completion

0199/d32/s3000 - Train: 115 Min Decode: xRT = 1.82 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 93.1    3.9    3.0   10.3   17.2   74.2 | |=================================================================|     |  Mean   | 43.8  544.1 | 93.0    4.1    2.9   12.1   19.2   76.3 | | S.D.   | 20.2  248.5 |  3.2    2.1    2.1    7.2    8.3   10.8 | | Median | 40.0  489.5 | 93.8    3.9    2.3    9.7   16.8   79.2 | `-'
 * Density: 32
 * Senone: 3000

Successful Completion

0199/d32/s5000 - Train: 103 Min Decode: xRT = 1.72 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 89.8    5.1    5.2    8.9   19.2   74.3 | |=================================================================|     |  Mean   | 43.8  544.1 | 89.9    5.1    5.0   10.3   20.4   75.9 | | S.D.   | 20.2  248.5 |  4.3    2.0    3.6    6.0    7.3    9.9 | | Median | 40.0  489.5 | 90.6    4.9    4.2    8.5   18.5   76.6 | `-'
 * Density: 32
 * Senone: 5000

Successful Completion

0199/d32/s7000 - Train: 102 Min Decode: xRT = 1.80 SYSTEM SUMMARY PERCENTAGES by SPEAKER ,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |=================================================================|     | Sum/Avg | 3506  43526 | 84.3    6.4    9.4    8.4   24.1   77.1 | |=================================================================|     |  Mean   | 43.8  544.1 | 84.3    6.4    9.3    9.5   25.1   78.6 | | S.D.   | 20.2  248.5 |  6.4    2.1    6.0    5.4    7.6    9.6 | | Median | 40.0  489.5 | 85.7    6.0    7.7    7.7   25.3   79.2 | `-'
 * Density: 32
 * Senone: 7000

Successful Completion