#############################################################################
## 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 71 words,
which begins "", "", "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 : 0.454545
2-gram discounting constant : 0.567376
3-gram discounting constant : 0.680151
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=72
ngram 2=412
ngram 3=1063
\1-grams:
-3.7020 0.0000
-0.7708 -2.8337
-0.7698 -0.8805
-3.7020 a -0.1655
-3.7020 april -0.2457
-3.7020 area -0.2460
-2.8891 august -0.5424
-3.7020 code -0.2258
-3.7020 december -0.2460
-1.3722 eight -0.4955
-3.7020 eighteen -0.2459
-3.7020 eighteenth -0.2414
-3.7020 eighth -0.2414
-2.8891 eighty -0.3202
-2.8891 eleven -0.1400
-3.7020 eleventh -0.2414
-1.5168 enter -0.5373
-3.2497 february -0.2413
-2.8891 fifteen -0.2733
-3.2497 fifteenth -0.5425
-3.7020 fifth -0.2414
-2.0314 fifty -0.2326
-3.0330 first -0.7186
-1.2359 five -0.7848
-2.2471 forty -0.3147
-1.3399 four -0.5809
-2.6228 fourteen -0.3958
-3.7020 fourth -0.2414
-2.4589 go -1.1655
-2.3763 help -1.2446
-3.2497 hundred -0.1648
-3.2497 january -0.2456
-3.0330 july -0.2408
-3.2497 june -0.2413
-3.0330 march -0.2409
-3.0330 may -0.2364
-1.6028 nine -0.1931
-1.9683 nineteen -1.0014
-2.8891 ninety -0.1530
-3.2497 ninth -0.2365
-2.2471 no -1.3696
-3.0330 october -0.2406
-3.2497 of -0.2360
-1.6941 oh -0.4957
-1.0594 one -0.6872
-2.2201 repeat -1.3959
-3.2497 second -0.5425
-2.7812 september -0.2359
-1.4364 seven -0.3848
-3.0330 seventeen -0.4154
-3.7020 seventh -0.2414
-2.3763 seventy -0.5157
-1.3297 six -0.5693
-3.0330 sixteen -0.4103
-3.7020 sixteenth -0.2414
-3.7020 sixth -0.2414
-1.6713 sixty -0.5317
-2.4157 start -1.2069
-2.2471 stop -1.3696
-2.4157 ten -0.2862
-3.0330 third -0.7186
-3.0330 thirtieth -0.7186
-2.1946 thirty -0.1689
-3.0330 thousand -0.3188
-1.4112 three -0.4369
-3.2497 twelfth -0.5425
-2.5611 twelve -0.2453
-3.7020 twentieth -0.2414
-1.9683 twenty -0.1748
-1.0933 two -0.8899
-2.1260 yes -1.4877
-2.0314 zero -0.3338
\2-grams:
-0.0005 0.0797
-3.0332 april 0.0787
-3.0332 area 0.0787
-2.1337 august 0.0787
-3.0332 december 0.0787
-1.7982 eight -0.0709
-3.0332 eighteen 0.0787
-2.5132 eleven -0.0615
-0.7480 enter 0.0787
-3.0332 february -0.0615
-1.8609 fifty -0.1793
-1.5412 five -0.1092
-3.0332 forty -0.0958
-1.1860 four -0.4076
-3.0332 fourteen -0.1397
-1.6947 go 0.0787
-1.6112 help 0.0787
-2.5132 january 0.0787
-2.2832 july 0.0787
-2.5132 june 0.0787
-2.2832 march 0.0787
-2.5132 may -0.0196
-1.9343 nine -0.0799
-3.0332 ninth -0.0615
-1.4809 no 0.0787
-2.2832 october 0.0787
-2.2832 oh -0.2199
-0.7130 one -0.3263
-1.4536 repeat 0.0787
-2.1337 september 0.0171
-1.6509 seven -0.1473
-1.3808 six -0.1376
-3.0332 sixty -0.0917
-1.6509 start 0.0787
-1.4809 stop 0.0787
-2.0227 ten -0.0723
-2.2832 thirty -0.0160
-1.4809 three -0.1975
-1.9343 twelve -0.0281
-3.0332 twenty -0.1461
-1.2995 two -0.0186
-1.3590 yes 0.0787
-0.3639 a 2.7471
-0.3639 april thirtieth 0.5559
-0.3639 area code 0.0787
-0.9659 august sixteenth 0.0787
-0.2160 august twenty -0.3156
-0.3639 code four -0.0906
-0.3639 december eighteenth 0.0787
-0.5312 eight 1.2031
-1.3332 eight eight -0.2211
-1.2598 eight five 0.0826
-2.4321 eight forty -0.1267
-0.9736 eight four -0.1036
-2.4321 eight fourteen 0.0180
-2.4321 eight hundred -0.0615
-1.5326 eight nine -0.0182
-1.6821 eight oh -0.0069
-1.4215 eight one -0.0701
-1.3332 eight seven 0.2034
-1.9121 eight seventy -0.2066
-1.5326 eight six 0.1778
-1.6821 eight sixty 0.0271
-2.4321 eight thirty -0.1043
-1.0498 eight three 0.1981
-1.9121 eight twenty -0.0729
-1.1970 eight two -0.3403
-1.5326 eight zero 0.1358
-0.3639 eighteen february -0.0615
-0.3639 eighteenth nineteen -0.1461
-0.3639 eighth nineteen -0.1461
-0.4459 eighty nine 0.0468
-0.9659 eighty six -0.0279
-0.9659 eighty three -0.0106
-0.9659 eleven 2.7471
-0.9659 eleven nine -0.1647
-0.9659 eleven seventeen 0.1146
-0.9659 eleven sixty -0.0917
-0.3639 eleventh nineteen 0.3769
-1.0531 enter eight -0.0052
-2.2882 enter eighty 0.0252
-2.2882 enter fifteen 0.0252
-1.2776 enter fifty -0.0866
-1.1893 enter five 0.1261
-1.5382 enter forty 0.0499
-1.1893 enter four -0.2082
-2.2882 enter fourteen -0.0679
-1.3887 enter nine 0.0774
-1.5382 enter ninety 0.0030
-1.3887 enter one -0.1494
-0.9983 enter seven -0.0186
-1.3887 enter seventy 0.1146
-1.0531 enter six 0.0026
-1.0531 enter sixty -0.2117
-1.5382 enter thirty -0.1081
-1.7681 enter three -0.0080
-2.2882 enter twenty -0.1307
-1.1893 enter two -0.1472
-2.2882 enter zero 0.0283
-0.6649 february eighth 0.0787
-0.6649 february nineteen -0.1307
-0.4459 fifteen 2.4461
-0.9659 fifteen nineteen -0.1307
-0.9659 fifteen sixty -0.1491
-0.1449 fifteenth nineteen 0.0758
-0.3639 fifth nineteen 0.3769
-1.7789 fifty 2.7471
-0.8793 fifty eight -0.6181
-1.0289 fifty five -0.5461
-1.2588 fifty four -0.3484
-0.7683 fifty one -0.3094
-1.2588 fifty seven 0.1368
-0.7683 fifty six -0.0845
-1.7789 fifty sixty -0.1335
-1.7789 fifty three -0.1615
-1.2588 fifty two -0.3882
-0.0910 first nineteen -0.1002
-0.6931 five 1.2286
-1.6685 five eight -0.0916
-1.4691 five five 0.2778
-1.4691 five four -0.0773
-1.6685 five nine -0.0550
-1.4691 five oh -0.1302
-1.1096 five one 0.0853
-1.6685 five seven 0.0815
-1.4691 five six -0.2209
-2.5680 five sixteen 0.1146
-2.5680 five ten 0.0566
-1.4691 five three -0.2132
-2.5680 five twenty -0.1307
-0.3883 five two 0.1166
-1.8180 five zero 0.2181
-1.5680 forty eight -0.0160
-1.0480 forty five -0.3700
-1.0480 forty four -0.3484
-1.5680 forty nine 0.0424
-1.0480 forty one -0.3969
-0.8180 forty seven -0.0393
-0.8180 forty three 0.0126
-1.0480 forty two -0.3882
-0.6170 four 1.2558
-1.3654 four eight -0.1018
-1.9442 four fifty 0.0137
-1.3654 four five 0.1135
-2.4643 four forty -0.1555
-1.0422 four four 0.0557
-1.9442 four nine -0.1288
-1.5647 four oh 0.1295
-0.7900 four one -0.4315
-1.2920 four seven -0.0423
-1.2920 four six 0.0412
-1.9442 four sixty -0.0511
-2.4643 four thousand -0.0998
-1.4537 four three 0.0072
-1.9442 four twenty -0.0729
-0.9119 four two -0.2444
-2.4643 four zero 0.0283
-0.6890 fourteen 2.4461
-1.2090 fourteen a 0.0787
-1.2090 fourteen fourteen -0.0679
-0.4590 fourteen sixty -0.0062
-0.3639 fourth nineteen -0.1461
-0.0254 go 1.7471
-0.0210 help 1.6679
-0.6649 hundred 2.7471
-0.6649 hundred eighty -0.1177
-0.6649 january fifteenth 0.3798
-0.6649 january twelfth 0.3798
-0.8410 july thirtieth 0.5559
-0.8410 july twelfth 0.3798
-0.8410 july twenty -0.1307
-0.6649 june eleventh 0.0787
-0.6649 june twenty -0.1461
-0.8410 march third 0.5559
-0.8410 march twentieth 0.0787
-0.8410 march twenty -0.1611
-0.8410 may nineteen -0.1461
-0.8410 may ninth -0.0615
-0.8410 may twenty -0.1611
-0.4167 nine 1.3158
-1.4528 nine eight -0.1022
-2.2027 nine eighty 0.0252
-2.2027 nine fifty -0.1059
-1.1038 nine five 0.3683
-2.2027 nine forty -0.0958
-2.2027 nine four -0.1554
-2.2027 nine nine 0.0424
-2.2027 nine nineteen 0.3769
-2.2027 nine of -0.0615
-2.2027 nine oh -0.1561
-1.4528 nine one -0.0194
-2.2027 nine seven -0.1434
-2.2027 nine seventy -0.1122
-1.1038 nine six -0.2538
-2.2027 nine sixty -0.1335
-2.2027 nine thirty -0.1568
-1.1922 nine three -0.1571
-2.2027 nine twenty -0.1461
-1.1922 nine two -0.2123
-2.2027 nine zero 0.0283
-1.3210 nineteen fifty -0.4438
-1.3210 nineteen forty -0.4277
-1.0910 nineteen seventy -0.5461
-0.1460 nineteen sixty 0.0325
-1.8410 nineteen twenty -0.0980
-0.9659 ninety eight -0.1620
-0.9659 ninety five -0.0690
-0.9659 ninety four -0.0473
-0.9659 ninety six -0.0279
-0.6649 ninth of -0.0615
-0.6649 ninth sixty -0.1491
-0.0157 no 1.5430
-0.8410 october first 0.5559
-0.8410 october thirtieth 0.5559
-0.8410 october twenty -0.1461
-0.6649 of september -0.1281
-0.6649 of sixty -0.1254
-1.1015 oh 2.0482
-0.7736 oh eight 0.0301
-1.1015 oh five -0.2596
-1.3621 oh four -0.2811
-2.1121 oh nine -0.1318
-1.5921 oh oh -0.0334
-1.1015 oh one 0.0467
-1.2126 oh seven 0.2109
-0.7298 oh six -0.1487
-1.2126 oh three 0.1195
-1.0132 oh two -0.0427
-0.8187 one 1.1789
-1.5718 one eight 0.0236
-2.7441 one eleven -0.1177
-2.7441 one fifteen 0.0252
-1.8446 one fifty -0.1254
-0.5324 one five -0.1636
-2.7441 one forty -0.1267
-1.4542 one four -0.3302
-2.7441 one hundred -0.0615
-1.5091 one nine 0.1590
-2.7441 one ninety -0.1177
-1.3618 one oh 0.1516
-1.7336 one one 0.1200
-1.0917 one seven -0.3762
-1.5718 one six -0.0653
-2.7441 one sixteen -0.0998
-1.9941 one sixty -0.0929
-2.2241 one ten -0.2444
-2.2241 one thirty -0.3456
-2.2241 one thousand -0.1865
-1.2521 one three -0.6043
-2.2241 one twenty -0.1395
-0.9922 one two -0.2630
-1.7336 one zero -0.0037
-0.0147 repeat 1.5167
-0.1449 second nineteen 0.0758
-1.0629 september fifteenth 0.3798
-1.0629 september first 0.5559
-1.0629 september nineteen 0.3769
-1.0629 september sixth 0.0787
-1.0629 september twenty -0.1611
-0.3103 seven 1.0482
-1.2693 seven eight -0.0625
-2.3682 seven fifteen -0.1177
-2.3682 seven fifty -0.1247
-1.6182 seven five 0.0937
-1.8482 seven forty -0.3968
-1.8482 seven four 0.0571
-1.8482 seven fourteen 0.0613
-2.3682 seven may -0.0998
-1.3577 seven nine -0.1437
-1.4687 seven oh -0.1205
-1.4687 seven one -0.0573
-1.8482 seven seven 0.1455
-2.3682 seven seventeen 0.1146
-1.8482 seven six -0.1027
-1.8482 seven sixty -0.1053
-2.3682 seven ten 0.0566
-1.8482 seven thirty -0.0624
-1.6182 seven three -0.1098
-2.3682 seven twenty -0.1307
-1.2693 seven two 0.2526
-0.3210 seventeen fifty -0.0564
-0.8410 seventeen thirty -0.1568
-0.3639 seventh nineteen 0.3769
-0.6931 seventy 2.2700
-1.4431 seventy eight -0.0160
-0.3442 seventy one -0.8740
-0.9230 seventy two -0.3882
-0.5612 six 1.1908
-0.7408 six eight -0.2361
-1.3756 six five -0.2011
-2.4745 six forty -0.1267
-1.2394 six four -0.1567
-1.5750 six nine 0.0319
-1.3756 six oh 0.1244
-1.3022 six one 0.1994
-1.5750 six seven 0.0815
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-1.1360 six six 0.0642
-2.4745 six sixteen 0.1146
-1.9545 six sixty -0.0314
-1.9545 six thirty -0.0305
-1.1846 six three 0.1097
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-2.4745 six zero -0.1428
-0.8410 sixteen forty -0.1555
-0.3210 sixteen sixty -0.0212
-0.3639 sixteenth nineteen 0.3769
-0.3639 sixth nineteen 0.3769
-1.0358 sixty 1.9690
-1.1242 sixty eight -0.7150
-2.1347 sixty fifty -0.1247
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-0.0230 start 1.7057
-0.0157 stop 1.5430
-0.3947 ten 2.0482
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-1.4053 ten thirty -0.0446
-1.4053 ten twelve -0.1433
-1.4053 ten twenty -0.0980
-0.0910 third nineteen 0.2233
-0.0910 thirtieth nineteen -0.1002
-0.8692 thirty 2.2700
-1.0991 thirty eight -0.0030
-1.6192 thirty five -0.0690
-0.6086 thirty one -0.3050
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-0.8692 thirty two -0.2599
-0.3210 thousand 2.4461
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-0.5184 three 1.2286
-1.2944 three eight -0.2372
-2.3933 three eighty -0.1177
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-1.6433 three zero 0.2607
-0.1449 twelfth nineteen 0.0758
-1.2670 twelve fifty -0.1059
-1.2670 twelve four -0.1624
-1.2670 twelve nine -0.1647
-1.2670 twelve nineteen 0.3769
-1.2670 twelve sixty -0.0917
-1.2670 twelve ten -0.1500
-0.7470 twelve twenty -0.1238
-0.3639 twentieth nineteen -0.1307
-1.8410 twenty 2.7471
-0.8305 twenty eight -0.2170
-1.8410 twenty fifth 0.0787
-1.8410 twenty first 0.5559
-1.3210 twenty four -0.1609
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-1.0910 twenty nine 0.0513
-1.3210 twenty one -0.0885
-1.3210 twenty second 0.0787
-1.3210 twenty seven 0.1368
-1.8410 twenty seventh 0.0787
-1.0910 twenty six -0.0192
-1.3210 twenty third 0.2548
-1.3210 twenty three -0.0021
-1.3210 twenty two -0.0838
-0.7731 two 1.1673
-1.4752 two eight -0.0344
-2.7102 two fifteen -0.1177
-1.3280 two five 0.2244
-1.1579 two four -0.4116
-1.5380 two nine 0.0807
-1.3280 two oh 0.2092
-0.6703 two one -0.0883
-1.3717 two seven 0.1181
-0.9955 two six -0.5590
-2.7102 two ten 0.0566
-2.1902 two thirty -0.3456
-1.2882 two three -0.0961
-2.1902 two twenty -0.1075
-0.9410 two two 0.4991
-1.6113 two zero -0.0403
-0.0119 yes 1.4249
-0.4403 zero 1.7471
-1.7789 zero eight -0.1389
-1.7789 zero five -0.1580
-1.7789 zero four -0.0906
-1.2588 zero one -0.3176
-1.2588 zero seven 0.1636
-0.6800 zero six -0.0858
-1.2588 zero two -0.0644
-1.7789 zero zero -0.0656
\3-grams:
-3.1634 april
-3.1634 area
-2.1473 august
-3.1634 december
-1.8039 eight
-3.1634 eighteen
-2.5479 eleven
-0.7476 enter
-3.1634 february
-1.8677 fifty
-1.5439 five
-3.1634 forty
-1.1867 four
-3.1634 fourteen
-1.6990 go
-1.6145 help
-2.5479 january
-2.3029 july
-2.5479 june
-2.3029 march
-2.5479 may
-1.9425 nine
-3.1634 ninth
-1.4831 no
-2.3029 october
-2.3029 oh
-0.7126 one
-1.4557 repeat
-2.1473 september
-1.6547 seven
-1.3824 six
-3.1634 sixty
-1.6547 start
-1.4831 stop
-2.0329 ten
-2.3029 thirty
-1.4831 three
-1.9425 twelve
-3.1634 twenty
-1.3007 two
-1.3824 yes
-0.4951 april thirtieth
-0.4951 area code
-1.0971 august sixteenth
-0.2366 august twenty
-0.4951 december eighteenth
-0.7826 eight eight
-1.3981 eight five
-1.3981 eight forty
-1.3981 eight four
-1.3981 eight fourteen
-1.3981 eight oh
-1.3981 eight two
-0.4951 eighteen february
-0.7961 eleven nine
-0.7961 eleven seventeen
-1.0598 enter eight
-2.4193 enter eighty
-2.4193 enter fifteen
-1.2888 enter fifty
-1.1984 enter five
-1.5588 enter forty
-1.1984 enter four
-2.4193 enter fourteen
-1.4032 enter nine
-1.5588 enter ninety
-1.4032 enter one
-1.0042 enter seven
-1.4032 enter seventy
-1.0598 enter six
-1.0598 enter sixty
-1.5588 enter thirty
-1.8038 enter three
-2.4193 enter twenty
-1.1984 enter two
-2.4193 enter zero
-0.4951 february eighth
-0.7246 fifty one
-1.3402 fifty seven
-0.4796 fifty six
-1.3402 fifty three
-1.6412 five five
-1.0256 five one
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-1.9864 four twenty
-0.7655 four two
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-0.0306 go
-0.0253 help
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-0.7961 january twelfth
-0.9722 july thirtieth
-0.9722 july twelfth
-0.9722 july twenty
-0.7961 june eleventh
-0.7961 june twenty
-0.9722 march third
-0.9722 march twentieth
-0.9722 march twenty
-0.7961 may ninth
-0.7961 may twenty
-1.2732 nine four
-1.2732 nine one
-1.2732 nine thirty
-1.2732 nine three
-1.2732 nine twenty
-1.2732 nine two
-0.4951 ninth of
-0.0189 no
-0.9722 october first
-0.9722 october thirtieth
-0.9722 october twenty
-0.9722 oh seven
-0.3566 oh six
-2.4541 one eleven
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\end\