Speech:Exps 0309 050

Description
Author: Daniel Beitel (UserID: djv44)

Date: 4-16-2018

Purpose: 5hr LDA on Majestix using CDMLLT and .05 randomness

Details:

0309/050 5hr LDA on Majestix using nohup scripts_pl/RunAll_CDMLLT.pl & and .05 randomness 1. makeTrain.pl switchboard 5hr/train 2. cd into etc to locate sphinx_train.cfg to change $CFG_LDA_MLLT='YES' and CFG_LDA_Dimention=32 3. cd .. then cd python, cd sphinx, vi mllt.py and change to A = eye(s[0]) + 0.05 * random(s) 4. cd back into /mnt/main/Exp/0309/050 5. cd.. and then run genFeats.pl -t 6. top to ensure no one else is using server 7. nohup scripts_pl/RunAll_CDMLLT.pl & (CPU for entire drone runs at 98% during module 47 MLLT) 8. mkdir LM    9. cd into LM     10. cp -i /mnt/main/corpus/switchboard/5hr/train/trans/train.trans trans_unedited 11. parseLMTrans.pl trans_unedited trans_parsed 12. lm_create.pl trans_parsed 13. cd .. and then run makeTest.pl -t switchboard/5hr 0309/050 0309/050 14. genFeats.pl -d 15. cd into etc 16. /usr/local/bin/sphinx3_decode \ -hmm /mnt/main/Exp/0309/050/model_parameters/050.mllt_cd_cont_1000 \ -lm /mnt/main/Exp/0309/050/LM/tmp.arpa \ -dict /mnt/main/Exp/0309/050/etc/050.dic \ -fdict /mnt/main/Exp/0309/050/etc/050.filler \ -ctl /mnt/main/Exp/0309/050/etc/050_decode.fileids \ -cepdir /mnt/main/Exp/0309/050/feat \ -cepext .mfc >& decode.log &

17. parseDecode.pl decode.log hyp.trans 18. sclite -r 050_train.trans -h hyp.trans -i swb >> scoring.log

Results:

SYSTEM SUMMARY PERCENTAGES by SPEAKER

,-.     |                            hyp.trans                            | |-|     | SPKR    | # Snt # Wrd | Corr    Sub    Del    Ins    Err  S.Err | |-+-+-|     |=================================================================|      | Sum/Avg | 4172  60215 | 75.9   12.5   11.6    2.8   26.9   80.2 | |=================================================================|     |  Mean   |  1.3   19.1 | 78.3   12.6    9.1    6.6   28.3   80.7 | | S.D.   |  0.5   16.5 | 17.8   12.8   10.6   18.7   24.5   36.5 | | Median |  1.0   15.0 | 80.0   10.0    6.5    0.0   25.0  100.0 | `-'

Successful Completion