Speech:Spring 2014 Avengers Exps 004

Description
Author: Colby Johnson

Date: 4/2/2014

Purpose: Tune Senones with Mini/train

Details: Corpus: mini/train Dictionary: switchboard.dic GenTrans: genTrans8.pl Senones: 1500-2500 (inc of 250)

All params in the sphinx_decode.cfg file are default except for the LM (I used the ARPA for the size of it)

Using tune_senones.pl we hope to create a large array of different acoustic models for decoding.

Results: The following used a Density of 8

SENONE: 1500 TOTAL Words: 9699 Correct: 8188 Errors: 2022 TOTAL Percent correct = 84.42% Error = 20.85% Accuracy = 79.15% TOTAL Insertions: 511 Deletions: 689 Substitutions: 822

SENONE: 1700 TOTAL Words: 9699 Correct: 8273 Errors: 1924 TOTAL Percent correct = 85.30% Error = 19.84% Accuracy = 80.16% TOTAL Insertions: 498 Deletions: 699 Substitutions: 727

SENONE: 1900 TOTAL Words: 9699 Correct: 8300 Errors: 1879 TOTAL Percent correct = 85.58% Error = 19.37% Accuracy = 80.63% TOTAL Insertions: 480 Deletions: 670 Substitutions: 729

SENONE: 2100 TOTAL Words: 9699 Correct: 8307 Errors: 1866 TOTAL Percent correct = 85.65% Error = 19.24% Accuracy = 80.76% TOTAL Insertions: 474 Deletions: 685 Substitutions: 707

SENONE: 2300 TOTAL Words: 9699 Correct: 8274 Errors: 1889 TOTAL Percent correct = 85.31% Error = 19.48% Accuracy = 80.52% TOTAL Insertions: 464 Deletions: 700 Substitutions: 725

SENONE: 2500 TOTAL Words: 9699 Correct: 8212 Errors: 1947 TOTAL Percent correct = 84.67% Error = 20.07% Accuracy = 79.93% TOTAL Insertions: 460 Deletions: 721 Substitutions: 766