LM-release-v0.2
来自cslt Wiki
RELEASE TITLE: LM RELEASE RELEASE VERSION: v0.2 RELEASE TYPE: STEP RELEASE RELEASE LOCATION: /work4/singular/public/release/lm/v0.2 RELATED BUGDB: 11 1. BACKGROUND: 2. TECHNOLOGY SUMMARY: 利用40G金融语料和64G通用语料,以3G的大小进行分割,用cleaning v0.1进行清洗,用MultilingualSegmenter.jar进行分词, 用得到36个LM,按照1:1进行插值合并,按照不同剪枝率进行剪枝,得到2组LM(其中通用领域LM由于体积过大,需先将22个LM合并成2个, 再按5gram_1e-9进行剪枝,再将2个LM合并,再剪枝)。再将2组LM按照1:1进行合并,得到一组混合LM。 3. RELEASE COMPONENT: LM: LM RELEASE v0.2 4. TEST RESULT: Condition: LM = 1e-5, BIGLM=1e-9, Beam=9 max_active=5000 ==================================================================== | testset | test_1000ju | test_2000ju | test_myhexin_20161019 | -------------------------------------------------------------------- | WER | 28.94 | 38.71 | 7.65 | ==================================================================== 5. RELEASE TEAM: Author: 赵梦原 Contributor: 张之勇,白子薇 Monitor: 刘荣