“Log:Kaldi 863”版本间的差异
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(以内容“== initial == * basic info total data range: disc01 ~ disc 06 about 5% speech data for dev set, 65% data for train set * dev set {| class="wikitable" ! type !! best W...”创建新页面) |
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第59行: | 第59行: | ||
|- | |- | ||
| +fMMI || 4.92 | | +fMMI || 4.92 | ||
+ | |} | ||
+ | |||
+ | == with tone == | ||
+ | * dev set | ||
+ | |||
+ | {| class="wikitable" | ||
+ | ! type !! best WER% | ||
+ | |- | ||
+ | | monophone || 8.39 | ||
+ | |- | ||
+ | | triphone || 3.36 | ||
+ | |- | ||
+ | | LDA+MLLT || 3.11 | ||
+ | |- | ||
+ | | +MMI || 2.48 | ||
+ | |- | ||
+ | | +boosting || 2.38 | ||
+ | |- | ||
+ | | +fMMI || 4.37 | ||
|} | |} |
2012年9月17日 (一) 07:17的最后版本
initial
- basic info
total data range: disc01 ~ disc 06
about 5% speech data for dev set, 65% data for train set
- dev set
type | best WER% |
---|---|
monophone | 21.55 |
triphone | 12.38 |
LDA+MLLT | 10.91 |
+MMI | 11.13 |
+boosting | 10.62 |
+fMMI | 18.33 |
expanded train set
about 5% speech data for dev set, 85% data for train set
- dev set
type | best WER% |
---|---|
monophone | 18.57 |
triphone | 10.44 |
LDA+MLLT | 8.45 |
+MMI | 7.14 |
+boosting | 7.02 |
+fMMI | 8.51 |
expanded again
data range: disc01 ~ disc 11
about 5% speech data for dev set, 85% data for train set
- dev set
type | best WER% |
---|---|
monophone | 10.19 |
triphone | 3.97 |
LDA+MLLT | 3.26 |
+MMI | 2.93 |
+boosting | 2.75 |
+fMMI | 4.92 |
with tone
- dev set
type | best WER% |
---|---|
monophone | 8.39 |
triphone | 3.36 |
LDA+MLLT | 3.11 |
+MMI | 2.48 |
+boosting | 2.38 |
+fMMI | 4.37 |