an4_plus.trigram.lm

It is the Speech recognition software. It is platform independent. To execute the source code,

#############################################################################
## Copyright (c) 1996, Carnegie Mellon University, Cambridge University,
## Ronald Rosenfeld and Philip Clarkson
#############################################################################
=============================================================================
===============  This file was produced by the CMU-Cambridge  ===============
===============     Statistical Language Modeling Toolkit     ===============
=============================================================================
This is a 3-gram language model, based on a vocabulary of 216 words,
  which begins "</s>", "<s>", "a"...
This is an OPEN-vocabulary model (type 1)
  (OOVs were mapped to UNK, which is treated as any other vocabulary word)
Absolute discounting was applied.
1-gram discounting constant : 0.411765
2-gram discounting constant : 0.529657
3-gram discounting constant : 0.729646
This file is in the ARPA-standard format introduced by Doug Paul.

p(wd3|wd1,wd2)= if(trigram exists)           p_3(wd1,wd2,wd3)
                else if(bigram w1,w2 exists) bo_wt_2(w1,w2)*p(wd3|wd2)
                else                         p(wd3|w2)

p(wd2|wd1)= if(bigram exists) p_2(wd1,wd2)
            else              bo_wt_1(wd1)*p_1(wd2)

All probs and back-off weights (bo_wt) are given in log10 form.

Data formats:

Beginning of data mark: \data\
ngram 1=nr            # number of 1-grams
ngram 2=nr            # number of 2-grams
ngram 3=nr            # number of 3-grams

\1-grams:
p_1     wd_1 bo_wt_1
\2-grams:
p_2     wd_1 wd_2 bo_wt_2
\3-grams:
p_3     wd_1 wd_2 wd_3 

end of data mark: \end\

\data\
ngram 1=217
ngram 2=1257
ngram 3=3242

\1-grams:
-4.2552 <UNK>	0.0000
-0.8292 </s>	-3.2524
-99.0000 <s>	-0.6751
-1.4840 a	-0.6709
-4.2552 about	0.0000
-4.2552 after	0.0000
-4.2552 all	0.0000
-4.2552 an	0.0000
-2.9252 and	-0.4541
-4.2552 any	0.0000
-4.0358 apostrophe	-0.2659
-4.0358 april	-0.2758
-4.2552 are	0.0000
-4.0358 area	-0.2760
-4.2552 as	0.0000
-4.2552 at	0.0000
-3.2505 august	-0.5744
-1.7313 b	-0.5673
-4.2552 back	0.0000
-4.2552 be	0.0000
-4.2552 been	0.0000
-4.2552 before	0.0000
-4.2552 but	0.0000
-4.2552 by	0.0000
-1.9327 c	-0.2811
-4.2552 called	0.0000
-4.2552 can	0.0000
-4.0358 code	-0.2646
-4.2552 could	0.0000
-1.8028 d	-0.3923
-4.2552 day	0.0000
-4.0358 december	-0.2760
-4.2552 did	0.0000
-4.2552 do	0.0000
-4.2552 down	0.0000
-1.4099 e	-0.5702
-4.2552 each	0.0000
-1.6218 eight	-0.8986
-4.0358 eighteen	-0.2759
-4.0358 eighteenth	-0.2740
-4.0358 eighth	-0.2740
-2.6414 eighty	-0.3950
-3.2505 eleven	-0.1912
-4.0358 eleventh	-0.2740
-1.8832 enter	-0.7444
-2.2923 erase	-0.2668
-1.9952 f	-0.2032
-3.6045 february	-0.2739
-3.1437 fifteen	-0.4200
-3.6045 fifteenth	-0.5750
-3.6045 fifth	-0.2636
-2.2420 fifty	-0.5727
-4.2552 find	0.0000
-3.3924 first	-0.7511
-1.5009 five	-0.9943
-4.2552 for	0.0000
-2.3807 forty	-0.6271
-1.5863 four	-0.9087
-2.8715 fourteen	-0.4366
-4.0358 fourth	-0.2740
-4.2552 from	0.0000
-1.7462 g	-0.4980
-4.2552 get	0.0000
-2.8236 go	-1.2064
-4.2552 good	0.0000
-1.6393 h	-0.3782
-4.2552 had	0.0000
-3.6045 half	-0.5074
-4.2552 hall	0.0000
-4.2552 has	0.0000
-4.2552 have	0.0000
-4.2552 he	0.0000
-2.7413 help	-1.2855
-4.2552 her	0.0000
-4.2552 him	0.0000
-4.2552 his	0.0000
-4.2552 how	0.0000
-2.7413 hundred	-0.5795
-1.5890 i	-0.6658
-4.2552 if	0.0000
-4.2552 in	0.0000
-4.2552 into	0.0000
-4.2552 is	0.0000
-4.2552 it	0.0000
-4.2552 its	0.0000
-2.1279 j	-0.2613
-3.6045 january	-0.2758
-3.3924 july	-0.2731
-3.6045 june	-0.2733
-4.2552 just	0.0000
-1.9628 k	-0.1576
-4.2552 know	0.0000
-1.6636 l	-0.4911
-4.2552 lane	0.0000
-4.2552 like	0.0000
-4.2552 little	0.0000
-4.2552 long	0.0000
-4.2552 look	0.0000
-1.8580 m	-0.2644
-4.2552 made	0.0000
-4.2552 make	0.0000
-4.2552 man	0.0000
-4.2552 many	0.0000
-3.3924 march	-0.2732
-3.3924 may	-0.2712
-4.2552 me	0.0000
-4.2552 memory	0.0000
-4.2552 more	0.0000
-4.2552 most	0.0000
-4.2552 much	0.0000
-4.2552 my	0.0000
-1.5837 n	-0.5722
-4.2552 new	0.0000
-1.7617 nine	-0.6895
-2.3342 nineteen	-1.0404
-2.8236 ninety	-0.4156
-3.6045 ninth	-0.2710
-2.6126 no	-1.4105
-4.2552 not	0.0000
-4.2552 now	0.0000
-1.6078 o	-0.4006
-3.3924 october	-0.2730
-3.6045 of	-0.2708
-1.9691 oh	-0.8437
-4.2552 on	0.0000
-1.3635 one	-1.0287
-4.2552 only	0.0000
-4.2552 or	0.0000
-4.2552 other	0.0000
-4.2552 our	0.0000
-4.2552 out	0.0000
-4.2552 over	0.0000
-1.8072 p	-0.6458
-4.2552 people	0.0000
-2.3342 q	-0.2289
-1.4579 r	-0.7267
-2.5856 repeat	-1.4368
-4.2552 right	0.0000
-2.0376 rubout	-0.4147
-1.6276 s	-0.6296
-4.2552 said	0.0000
-4.2552 same	0.0000
-3.6045 second	-0.5750
-4.2552 see	0.0000
-3.1437 september	-0.2710
-1.6513 seven	-0.7646
-3.1437 seventeen	-0.4225
-4.0358 seventh	-0.2740
-2.3973 seventy	-0.5985
-4.2552 she	0.0000
-1.5916 six	-0.8879
-3.3924 sixteen	-0.4454
-4.0358 sixteenth	-0.2740
-4.0358 sixth	-0.2740
-1.9505 sixty	-0.8659
-4.2552 so	0.0000
-4.2552 some	0.0000
-2.7805 start	-1.2477
-2.6126 stop	-1.4105
-1.4924 t	-0.7182
-2.6722 ten	-0.4102
-4.2552 than	0.0000
-4.2552 that	0.0000
-4.2552 the	0.0000
-4.2552 their	0.0000
-4.2552 them	0.0000
-4.2552 then	0.0000
-4.2552 there	0.0000
-4.2552 these	0.0000
-4.2552 they	0.0000
-4.2552 think	0.0000
-3.3924 third	-0.7511
-3.3924 thirtieth	-0.7511
-2.2664 thirty	-0.6087
-4.2552 this	0.0000
-2.8715 thousand	-0.2257
-1.6829 three	-0.7743
-4.2552 through	0.0000
-4.2552 time	0.0000
-4.2552 to	0.0000
-4.2552 too	0.0000
-3.6045 twelfth	-0.5750
-2.8715 twelve	-0.2186
-4.2552 twelvth	0.0000
-4.0358 twentieth	-0.2740
-2.2189 twenty	-0.4399
-1.3844 two	-1.0920
-1.7777 u	-0.3024
-4.2552 up	0.0000
-4.2552 use	0.0000
-4.2552 used	0.0000
-2.0020 v	-0.5329
-4.2552 very	0.0000
-1.9505 w	-0.2752
-4.2552 was	0.0000
-4.2552 water	0.0000
-4.2552 way	0.0000
-4.2552 we	0.0000
-4.2552 wean	0.0000
-4.2552 were	0.0000
-4.2552 what	0.0000
-4.2552 when	0.0000
-4.2552 where	0.0000
-4.2552 which	0.0000
-4.2552 who	0.0000
-4.2552 will	0.0000
-4.2552 with	0.0000
-4.2552 words	0.0000
-4.2552 would	0.0000
-4.2552 write	0.0000
-2.3058 x	-0.0721
-2.0020 y	-0.1907
-2.4917 yes	-1.5286
-4.2552 you	0.0000
-4.2552 your	0.0000
-2.1561 z	-0.0453
-2.2541 zero	-0.6791

\2-grams:
-0.0002 </s> <s> 0.1396
-1.8163 <s> a -0.0441
-3.3044 <s> april 0.1391
-3.3044 <s> area 0.1391
-2.4364 <s> august 0.1391
-1.5379 <s> b -0.0040
-1.7601 <s> c -0.0915
-1.9172 <s> d -0.2342
-3.3044 <s> december 0.1391
-1.8163 <s> e -0.1933
-2.1035 <s> eight -0.0464
-3.3044 <s> eighteen 0.1391
-2.8094 <s> eleven -0.0205
-1.0553 <s> enter 0.1391
-1.4653 <s> erase 0.1391
-1.8163 <s> f -0.2428
-3.3044 <s> february -0.0205
-2.1035 <s> fifty -0.0195
-1.7873 <s> five -0.1588
-3.3044 <s> forty -0.0771
-1.4929 <s> four -0.4357
-3.3044 <s> fourteen -0.1136
-1.8163 <s> g -0.2159
-2.0004 <s> go 0.1391
-1.7601 <s> h -0.2980
-1.9172 <s> help 0.1391
-2.4364 <s> i 0.0673
-1.7103 <s> j -0.1375
-2.8094 <s> january 0.1391
-2.5841 <s> july 0.1391
-2.8094 <s> june 0.1391
-2.1035 <s> k -0.2090
-1.9172 <s> l -0.1071
-1.5074 <s> m -0.3768
-2.5841 <s> march 0.1391
-2.8094 <s> may 0.0265
-1.8809 <s> n -0.1430
-2.2388 <s> nine -0.0515
-3.3044 <s> ninth -0.0205
-1.7873 <s> no 0.1391
-2.0489 <s> o -0.2566
-2.5841 <s> october 0.1391
-2.5841 <s> oh -0.1736
-1.0203 <s> one -0.3773
-1.1881 <s> p -0.4921
-2.8094 <s> q -0.1078
-1.8809 <s> r 0.0263
-1.7601 <s> repeat 0.1391
-1.2099 <s> rubout 0.1391
-1.5074 <s> s -0.1932
-2.4364 <s> september 0.0681
-1.9568 <s> seven -0.1139
-1.6874 <s> six -0.1632
-2.8094 <s> sixty -0.0204
-1.9568 <s> start 0.1391
-1.7873 <s> stop 0.1391
-1.9172 <s> t -0.2381
-2.3265 <s> ten -0.0570
-2.4364 <s> thirty 0.1491
-1.7873 <s> three -0.1917
-2.2388 <s> twelve -0.0137
-3.3044 <s> twenty -0.1202
-1.6063 <s> two -0.0704
-2.8094 <s> u -0.1034
-1.9172 <s> v -0.0228
-2.0004 <s> w -0.2105
-2.3265 <s> x -0.1037
-2.5841 <s> y -0.0985
-1.6657 <s> yes 0.1391
-2.4364 <s> z -0.0761
-1.1617 a </s> 1.9394
-1.7818 a a -0.0454
-2.1548 a b -0.1334
-1.2626 a c -0.0837
-1.3459 a d 0.0249
-1.9295 a e -0.2710
-2.1548 a f -0.1026
-1.7818 a g -0.2164
-1.7818 a h -0.2170
-2.1548 a half 0.1391
-1.9295 a i -0.1029
-2.6498 a j -0.1139
-1.9295 a k -0.1280
-1.1928 a l -0.0103
-1.2263 a m -0.2031
-0.9336 a n 0.0496
-2.6498 a ninety -0.0678
-1.9295 a p -0.0987
-0.7151 a r 0.0972
-1.3459 a s -0.0044
-1.9295 a six 0.0930
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-2.6498 a two -0.0282
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-1.2626 a v -0.3146
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-2.6498 a x -0.1165
-1.6719 a y -0.1767
-2.6498 a z -0.1225
-0.7357 and a -0.4349
-0.5103 and eighty -0.1395
-1.2307 and fifty -0.0941
-1.2307 and sixty -0.1217
-1.2307 and twenty -0.0840
-0.3276 apostrophe h -0.0648
-0.3276 april thirtieth 0.6162
-0.3276 area code 0.1391
-0.9296 august sixteenth 0.1391
-0.2093 august twenty -0.2908
-1.2646 b a -0.2427
-2.4031 b b -0.1278
-2.4031 b d -0.1261
-1.0556 b e -0.1867
-2.4031 b eight 0.0370
-2.4031 b five -0.0177
-1.9081 b forty -0.0491
-2.4031 b g -0.1037
-2.4031 b h -0.1355
-2.4031 b i -0.0794
-1.9081 b j -0.1190
-2.4031 b k -0.1277
-2.4031 b l -0.0926
-1.6828 b m -0.0773
-1.4252 b o -0.2726
-2.4031 b one -0.1234
-2.4031 b p -0.1348
-1.0556 b r -0.2973
-1.6828 b s -0.2241
-1.9081 b seven -0.1056
-1.9081 b seventy -0.3946
-2.4031 b six 0.0464
-0.3640 b u -1.2472
-2.4031 b v -0.0906
-2.4031 b w -0.1279
-1.6828 b x -0.1173
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-2.4031 b z -0.1323
-1.7076 c </s> 2.8144
-1.0641 c a -0.1720
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-2.2026 c c -0.0438
-2.2026 c d -0.0988
-1.0641 c e -0.1688
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-1.7076 c five -0.1035
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-2.2026 c i -0.0794
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-0.9472 c k -0.1228
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-2.2026 c r -0.1119
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-2.2026 c seven -0.1231
-2.2026 c t -0.1316
-1.7076 c thirty -0.3641
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-2.2026 c u -0.1350
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-1.7076 c w -0.1060
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-1.4823 c z -0.1231
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-0.6157 d </s> 1.7175
-0.9844 d a -0.3204
-1.8369 d b -0.1069
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-2.3319 d forty -0.0771
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-1.6116 d k -0.1086
-2.3319 d l -0.0413
-1.8369 d m -0.1273
-2.3319 d n -0.0831
-1.0764 d o 0.0196
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-1.8369 d one -0.1210
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-2.3319 d u -0.1267
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-2.3319 d z -0.1323
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-0.7891 e </s> 1.5027
-1.1795 e a 0.0240
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-1.2067 e w -0.0889
-2.7238 e x -0.1165
-1.6582 e y -0.4212
-2.2288 e z -0.0971
-0.4817 eight </s> 1.4079
-1.4467 eight eight -0.2006
-1.2083 eight five 0.0619
-2.5123 eight forty -0.1126
-1.0242 eight four -0.1547
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-1.7919 eight hundred 0.0621
-1.5344 eight nine -0.0088
-1.4467 eight oh 0.2081
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-1.3114 eight seven 0.1760
-2.0173 eight seventy -0.2908
-1.4467 eight six 0.2089
-1.7919 eight sixty 0.0522
-2.5123 eight thirty -0.0915
-2.5123 eight thousand -0.1136
-1.1251 eight three 0.1750
-2.0173 eight twenty -0.0651
-1.2568 eight two -0.1218
-1.6443 eight zero 0.2304
-0.3276 eighteen february -0.0205
-0.3276 eighteenth nineteen -0.1151
-0.3276 eighth nineteen -0.1151
-1.5037 eighty eight 0.0370
-1.5037 eighty fifth -0.0205
-1.5037 eighty five -0.0177
-1.5037 eighty four 0.0168
-0.7833 eighty nine -0.0605
-1.5037 eighty one -0.0418
-1.5037 eighty seven 0.1346
-0.5258 eighty six -0.6525
-1.5037 eighty three 0.0399
-0.9296 eleven </s> 3.1155
-0.9296 eleven nine -0.1350
-0.9296 eleven seventeen 0.0143
-0.9296 eleven sixty -0.0686
-0.3276 eleventh nineteen 0.4093
-1.0509 enter eight 0.0094
-2.2519 enter eighty -0.0587
-2.2519 enter fifteen 0.1590
-1.2739 enter fifty -0.0656
-1.1863 enter five 0.1283
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-1.1863 enter four -0.1387
-2.2519 enter fourteen 0.0025
-1.3839 enter nine 0.1367
-1.5315 enter ninety 0.1158
-1.3839 enter one -0.1162
-0.9964 enter seven -0.0267
-1.3839 enter seventy -0.0109
-1.0509 enter six 0.0946
-1.0509 enter sixty -0.1431
-1.5315 enter thirty -0.0009
-1.7569 enter three 0.0422
-2.2519 enter twenty -0.0964
-1.1863 enter two -0.0958
-2.2519 enter zero 0.1515
-1.8461 erase a -0.1081
-1.8461 erase b -0.1278
-1.3511 erase c -0.0751
-1.3511 erase e -0.1352
-1.8461 erase f -0.1270
-1.3511 erase g 0.1310
-1.3511 erase i -0.1127
-1.3511 erase j -0.1283
-1.8461 erase k -0.1277
-1.8461 erase m -0.1297
-1.8461 erase n -0.1143
-1.1258 erase o -0.2963
-1.3511 erase q -0.0921
-1.8461 erase r -0.1301
-1.3511 erase s -0.1224
-1.8461 erase t -0.1338
-1.1258 erase v -0.1131
-1.3511 erase w -0.1060
-1.8461 erase x -0.1305
-1.8461 erase y -0.1268
-1.8461 erase z -0.1225
-2.1405 f </s> 3.1155
-2.1405 f a -0.0439
-1.6455 f b -0.1108
-2.1405 f d -0.1172
-0.9396 f e 0.0683
-2.1405 f eight 0.0370
-1.4202 f f -0.0991
-1.6455 f five -0.1217
-2.1405 f g -0.1077
-1.6455 f h -0.1251
-1.0020 f i -0.0698
-1.6455 f j -0.1190
-1.6455 f k -0.1051
-1.6455 f m -0.1323
-1.1626 f o -0.2955
-2.1405 f q -0.0996
-1.1626 f r -0.2449
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-2.1405 f six -0.1356
-1.2725 f t -0.2118
-2.1405 f thirty -0.1051
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-1.4202 f two -0.1793
-2.1405 f v -0.1337
-1.2725 f x -0.0650
-1.6455 f y -0.1165
-2.1405 f z -0.1323
-0.6286 february eighth 0.1391
-0.6286 february nineteen -0.0996
-0.3062 fifteen </s> 2.6383
-1.0266 fifteen nineteen -0.0996
-1.0266 fifteen sixty -0.1090
-0.1336 fifteenth nineteen 0.1083