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Output from a Voynich generator I'm working on.
- Output from a Voynich generator I'm working on.
-
Output from a Voynich generator I'm working on.
Dunsel > 3 hours ago
I am working on a generator that creates output that's statistically similar to Voynich. It's not intended to be perfect, and you'll see that it's not. It's only intended as a proof of concept and to be in the general ballpark of Voynichese so please resist the urge to whip out the decimal points.
This is based on scribe 1/Currier A so you won't see the big bigram ed in this.
Your opinions would be appreciated.
Here's some basic stats and 50 pages of output.
Basic stats:
Page-count rule: output pages = Voynich pages = 50
Voynich pages available: 225
Voynich pages compared: 50
Generated pages: 50
Output tokens: 4147
Output vocabulary size: 1366
Output hapax count: 816
Voynich comparison tokens: 3985
Voynich vocabulary size: 1415
Voynich hapax count: 988
Top 20 output bigrams (50 pages):
ho: 1281
ch: 995
ol: 768
sh: 749
ai: 593
da: 560
he: 533
ar: 532
in: 429
ey: 418
ii: 408
or: 383
od: 336
ct: 309
th: 292
ha: 226
hy: 202
eo: 196
ok: 177
ot: 166
Top 20 Voynich bigrams (50 pages):
ch: 1486
ho: 1090
ai: 670
ol: 651
in: 647
ii: 609
hy: 542
da: 535
or: 524
sh: 493
he: 384
ok: 372
ot: 349
qo: 345
dy: 292
ct: 279
th: 273
od: 258
ee: 237
ey: 225
Code:<f1v>
<f1v.P1.1;K> shokchiey.sho.osdain.otaiin.shol.chore
<f1v.P1.2;K> ksa.oosdain.daraii.cfhar.cthad.ckaiin.ksa.tshodeosy
<f1v.P1.3;K> sho.shok.chear.chok.ksa.lsory.cthar
<f1v.P1.4;K> yeto.shey.chor.sho.shokchiey
<f1v.P1.5;K> sory.kshy.psa.s.shol
<f1v.P2.6;K> tsa.oal.psa.tsa.cheard.kaiiin.chtor.ookain
<f1v.P2.7;K> sha.shey.ckhar.kshoy.qchey
<f1v.P2.8;K> shar.chdy.oal.cha.tshoreesy.sha.shol.sheky.ksa
<f1v.P2.9;K> shol.ksa.cthar.sheky.rsa.cthar.osho.cthain
<f1v.P2.10;K> chotey.qkor.pshol.daraii.chor.cho.cthain.s
<f1v.P2.11;K> chey.s.qchey.ssa.ckhey.ord.ckhar.shol.chey
<f1v.P2.12;K> s.chydaiin.chiol.rsa.cphoy.rso
<f1v.P2.13;K> chotey
<f2r>
<f2r.P1.1;K> ksa.stodary.shey.cthey.kshy
<f2r.P1.2;K> y.oteol.daraiin.cphey.chodain.chtor
<f2r.P1.3;K> pss.chey.qchdey.cphodaiils.pysdeey.daiin.kshy.chor
<f2r.P1.4;K> ois.cthy.cphey.sheg.ychoo.ckhey.qchdey
<f2r.P2.5;K> daiiin.shog.qchdey.chtor.stodary.kshy
<f2r.P2.6;K> rolofy.ckaiin.tchey.okain.chey
<f2r.P2.7;K> qchey.chey.cphodaiils.yadain.kshoy.tchey.sho.dchan.cheay
<f2r.P2.8;K> cphhey.dair.oor.cphodaiis.cphodaiils.faiin.cchey.shodary
<f2r.P2.9;K> cthey.chodain.tchey.kshoy.y
<f2r.P2.10;K> cshey.shodary.cthey.cthal.y.chok.org.qchey.ols
<f2r.P2.11;K> sheeo.dchan.pshy.cthey.ro.shodary.cchey.stodary
<f2r.P2.12;K> cpchey.kchy.shir
<f2v>
<f2v.P1.1;K> shocthy.shor.cthey.chol.shaoiin.ol
<f2v.P1.2;K> tshor.thaiin.shok.qodshey.shaoiin.qodshey.chky
<f2v.P1.3;K> kshoay.oteoil.chky.pshos.chok.shaoiin
<f2v.P1.4;K> chol.fss.shod.cthiy.fsho.eoteos
<f2v.P1.5;K> yshey.rchey.rsoo.omain.chky.chocthy
<f2v.P1.6;K> kol.eoteos.ol.tshodeesy.ol.kool.sthol
<f2v.P1.7;K> cshol.ycto.chky.oyda.kchy.kol
<f2v.P1.8;K> shor.olg.shain.csheeo.otol.stoedary.shok.kshoy
<f2v.P1.9;K> s.dyar.scho.olg.shos.sho.chiol.cthaiin.kol
<f2v.P1.10;K> chy.cfholdar.chol.shoy.rchtor
<f2v.P1.11;K> tycheey.chtor.cphodaiila.kodshe.por.kshy
<f2v.P1.12;K> s.oteos.s.dkhar.chtod.kss.ycheey.okain.pshos
<f2v.P1.13;K> cphar
<f3r>
<f3r.P1.1;K> fchiol.chldy.chol.dtain.sho.chdy.dtain
<f3r.P1.2;K> ocphhey.shoy.shoyr.o.shor.sheg.tchey
<f3r.P1.3;K> okchoy.eoteol.kodaein.cchocthy.shor
<f3r.P1.4;K> dan.okaiir.cphar.pss.cfhoaldar.kodaiin.o
<f3r.P1.5;K> shoyr.keey.odar.shok.kodaiin
<f3r.P1.6;K> cphhey.oykaiir.sfhoy.shor.shodeesy.chy
<f3r.P1.7;K> chaor.y.tshodeesy.otain.ocphhey.chodain.stodaro.kodaein.chodaiin
<f3r.P1.8;K> tchiol.shoy.stodary.kodaiin.yksho.shoy.olkain
<f3r.P1.9;K> ckaeiin.shoy.dchy.daiien.shofcheey
<f3r.P1.10;K> ckhey.chodaiin.porg.otain.shor.o.dydyd.okain.por
<f3r.P1.11;K> saraiin.stodaro.shord.tshodeedy.oykaiir.shodeesy.o.kodaiin
<f3v>
<f3v.P1.1;K> kol.s.chop.scphey.ol.cphr.scphey.oydar.cphar
<f3v.P1.2;K> chor.tshodeesy.chor.cphar.tshodeese.shodeesy.cphar.shor
<f3v.P1.3;K> ckhar.chy.fchey.cthol.shor.chokain.cthl
<f3v.P1.4;K> tshodeesy.cphealy.s.cchky.kydaiin.shodait.ol
<f3v.P1.5;K> kair.cthol.olg.cthey.chpy.tshodyesy.olr
<f3v.P1.6;K> chey.shodeesy.tshor.tair.ekaiir.chodain.chtor.shor
<f3v.P1.7;K> dshor.o.kshoay.chodain.shor.olr.chaord
<f3v.P1.8;K> olr.ckeey.shaoii.shor.chor
<f3v.P1.9;K> shal.kol.ckhealy.cphealy.cfholdar
<f3v.P1.10;K> ooiin.modaiin.ytal.poiin.cfhaiin.yksho.tshodeesy.ol.ryar
<f3v.P1.11;K> eaoteos.kedaiin.shchaiin.eoteos
<f4r>
<f4r.P1.1;K> chol.poiin.ycheeay.ctholdr.cfhol
<f4r.P1.2;K> cphy.ctholdar.cthol.o.shory.otairin
<f4r.P1.3;K> cthol.kar.otaiin.cfholdar.chol.dair.cphr.otaiin
<f4r.P1.4;K> dchaii.chol.oay.ataiin.cfholdar.cphey.cfholdar
<f4r.P1.5;K> fchey.okcheay.o.cfhoaldar.cfhol.qkaiir.dchaiin.qyar.stodro
<f4r.P1.6;K> or.oykair.chol.cfhol.shooy.cthy.chyl.ctholdar.or
<f4r.P1.7;K> cphy.char.cphar.tshodeesy.tshodeedy.cfholdar.shey.chocthy
<f4r.P1.8;K> cpho.gair.cfholdar.o.cthal
<f4r.P1.9;K> or.cfhoaldar.oor.mor.cphy
<f4r.P1.10;K> okeey.ksha.o.par.chkeor
<f4r.P1.11;K> cphy.cthy.ckhal.mor.cphy.shoy.or.kair.chol
<f4r.P1.12;K> cfholdar.or.o.atchol.sodro.cphhey.cthy.roloky.shy
<f4r.P1.13;K> cfhy.ckhar
<f4v>
<f4v.P1.1;K> tchey.dsa.s.char.par
<f4v.P1.2;K> pchol.cthoary.dain.cheyr.cheas.shar
<f4v.P1.3;K> cchoary.kachys.dain.chol.kchy
<f4v.P1.4;K> char.okain.cthey.cthol.s.cfhol.ctholdar.dsa
<f4v.P1.5;K> cchhey.cphy.daiin.chear.cchoary.fachys
<f4v.P1.6;K> dair.keay.cthoay.odr.cthy.chol.otol.tshodeedy.koshey
<f4v.P2.7;K> kdair.chol.qchocthy.s.dsa.teody.dair
<f4v.P2.8;K> dsa.yeody.chyl.chol.eeoteos.sheey.ataiien
<f4v.P2.9;K> teiody.qchocthy.cfhol.okches.cthy.cfhyl.cfhol
<f4v.P2.10;K> chol.sheey.ooksho.ol.shoaion.ool.cchol.cfholdar
<f4v.P2.11;K> shodo.shoaiin.sory.chot.cphy.lthol.dair.kachys.chhol
<f4v.P2.12;K> csol.kor
<f5r>
<f5r.P1.1;K> poiin.sshody.chot.chor.poaiin.diir.cthy
<f5r.P1.2;K> cho.choaiin.cshy.kshoy.cho.cthyar.chol.dain.kshy
<f5r.P1.3;K> chot.kshoy.teiody.o.pare.cphey.pshool.tshodyedy.cfholda
<f5r.P1.4;K> cfholdar.dydyd.cfholdar.dydyd.chey.cthey
<f5r.P1.5;K> choain.dair.osa.chey.kosheg.cshy.chot.tshodyedy
<f5r.P1.6;K> ccthoary.ctheary.koshey.mos.cho.cthom.shoary.qchoctho
<f5r.P1.7;K> kcho.kshoy.choaiin.kcho.choaiin
<f5r.P1.8;K> cphey.cthar.cphey.chor.kchy.choaiin.chey
<f5r.P1.9;K> chot.choain.chey.ctchey.ctholdar
<f5r.P1.10;K> chey.cthol.mos.chor.kchy.chor
<f5r.P1.11;K> dydyd.char.pchols.pam.cphey.cfholdor.oas
<f5r.P1.12;K> oteey
<f5v>
<f5v.P1.1;K> kshyr.cha.chhol.cphy.chol
<f5v.P1.2;K> kdaird.qcthoay.oor.shoo.tchey
<f5v.P1.3;K> kshy.teiod.koeay.kdair.sheayr.otal.oor
<f5v.P1.4;K> shol.kchy.dair.cpeor.ataiien.shoy.cfholdar
<f5v.P1.5;K> pydain.koeay.chyl.cseol.par
<f5v.P1.6;K> achys.shol.cphiey.shol.shear
<f5v.P1.7;K> shoy.cphoo.teiod.cfholdr.chol.cthoady
<f5v.P1.8;K> pam.chy.keay.choe.chok.kcy.dar.chy.rchor
<f5v.P1.9;K> yshey.kchom.shoy.par.koeay.chot.teiody
<f5v.P1.10;K> chol.olg.shoy.choe.koeay
<f5v.P1.11;K> os.chol.dar.cseol.keiin.os.chot.teiod.pchol
<f5v.P1.12;K> ear.yeiod.kchoy.keay.eeotees.choe.chol.kchy
<f5v.P1.13;K> keay
<f6r>
<f6r.P1.1;K> shod.ool.cthol.chol.daiein
<f6r.P1.2;K> dckhar.chodaiils.pshold.chodaiils.koor.cphodaiils.dchar.dal
<f6r.P1.3;K> shiol.ctheos.cthesaiin.cphodaiils.kor.chaiin.kydeey.daiin.choy
<f6r.P1.4;K> cphesaiin.o.ylshey.daiin.cpeor.cthesaiin
<f6r.P1.5;K> kor.pshol.fos.cthesaiin.char.chol.cphesaiin
<f6r.P1.6;K> chodain.o.shol.shiol.yshold
<f6r.P1.7;K> tchey.chol.o.cphodaiils.kas
<f6r.P1.8;K> chodaiils.dar.daer.yor.shol.ro.cthol.drin
<f6r.P1.9;K> dain.chhol.ctholdas.chodaiils.cthom.shyos.otoos.shoc.oteos
<f6r.P1.10;K> chodaiin.oteos.cphodaiils.pchol.sa.chodain.cfholdam.rchol
<f6r.P1.11;K> cthol.y.kchoaiin.cphodaiils.chol
<f6r.P1.12;K> rchol.shol.cfholdam.cphodaiils.cthesaiin.teioe
<f6r.P1.13;K> oteosm.chol
<f6v>
<f6v.P1.1;K> pchodaiin.okan.chon.chol.rolety
<f6v.P1.2;K> shey.oteol.otoeos.cfholdar.dair.eteol.cfholdam
<f6v.P1.3;K> dseol.shos.cfhodaiils.y.cfhodaiils.sa
<f6v.P1.4;K> chol.daid.roloty.ookan.koeay.cfhaiin
<f6v.P1.5;K> cthsaiin.sa.rolety.dain.sheky.ookan.opan.shory.oteos
<f6v.P1.6;K> kchor.dai.chol.chodyain.shod.daer.ksa.kchooy.sockhey
<f6v.P1.7;K> rolety.oteos.okan.shol.okan.roloty.chol.dainm
<f6v.P1.8;K> opan.sa.shey.rolety.chor.pchodaii
<f6v.P1.9;K> rolety.cchodaiils.opan.yshey.okan
<f6v.P1.10;K> daicthy.ssa.socphey.sa.cshoc.chal.roloty
<f6v.P1.11;K> sa.ksa.ssa.ssho.otoeos
<f6v.P1.12;K> cphoodaiils.roloty.shoc.cfhaiin.cfholdar
<f7r>
<f7r.P1.1;K> pdaer.ol.koir.eteol.ckhydg.eol.dain.cfhol.cphar
<f7r.P1.2;K> cpholaiils.rolyty.pchol.char.daer.ooteol.poeay.chokain.y
<f7r.P1.3;K> ool.eor.choty.y.chotey.yshey.daiin.chealy.chtaiin
<f7r.P1.4;K> seody.ain.poeay.etaiin.fshe.dar
<f7r.P1.5;K> chtaiin.daid.pchedaiin.dseog.ataiin.cphodaiils.y.rolyty.dair
<f7r.P2.6;K> foir.shol.ataiin.oldais.dseol.oteol.kodsheo
<f7r.P2.7;K> otaiin.okol.shofcheey.daer.char.ool.ckhey
<f7r.P2.8;K> cphar.oop.daer.choty.ookan.daer.okol.chaiin.dchar
<f7r.P2.9;K> kodaiin.qpchol.kaol.y.pdaer.pchedaiin.odaiin.cfhaiin
<f7r.P2.10;K> okan.cthosdas.shaiin.ekaiin.paiin.ykain.y.chok
<f7r.P2.11;K> cpha.os.shos.chaiin
<f7v>
<f7v.P1.1;K> cfholdar.pchol.cphooy.oaiin.seomy
<f7v.P1.2;K> cfholdar.y.seomy.ctholdar.tachys.cphy
<f7v.P1.3;K> pshol.daiin.ctholdar.seody.or.ctholdar.chyr.cfholdar.ooc
<f7v.P1.4;K> cfhodaiils.chhon.psdol.ooc.chodey.or.kor
<f7v.P1.5;K> chal.cthar.chlaiin.csholdar.psdol.o.or.daied.cphey
<f7v.P1.6;K> csholdar.chol.daied.chys.tairin
<f7v.P1.7;K> dar.ooiin.oaiin.cthol.kchor.dchal.chon.ksa.chaiin
<f7v.P1.8;K> o.seody.qchedaiin.cfholdar.dir.y
<f7v.P1.9;K> chtain.ctholdar.saody.oken.or.shodain.cfholdar.qchedarin.ypcho
<f7v.P1.10;K> cthos.chon.sos.cthioldar.cfhoaiin.shol
<f7v.P2.11;K> cphear.kchom.s.chear.ataiion.cthol.or.chol
<f7v.P2.12;K> pchol
<f8r>
<f8r.P1.1;K> pchey.col.ots.choil.ord.ldain.cthos.cthol.ddair
<f8r.P1.2;K> ots.chol.royty.ord.cpyear.cseomy.cfholdar
<f8r.P1.3;K> ldain.cthol.oar.choil.kchom.csholdar.cphealy.chol.tchey
<f8r.P1.4;K> y.taiin.chealy.ctholdar.fos
<f8r.P1.5;K> daid.y.dpha.cfholdar.chealy.chol.yord.roeay.oyts
<f8r.P1.6;K> chealy.ykaoin.y.ldain.chaealy.shotey.ydain.shear
<f8r.P1.7;K> shodain.shoy.ckhealy.etain.shok.cphodaiil.odaid.choil
<f8r.P1.8;K> teody.cphoey.choil.chol.qchedarin.chikain.cphodaiil
<f8r.P1.9;K> kshoy.qchedarin.qchedaiin.y.chealy.shoy
<f8r.P1.10;K> pasdol.choil.toirin.chokain.chol.psdol.pchil.chol.choilm
<f8r.P1.11;K> skeomy.cfhol.shodain.y.pchil.char
<f8r.P1.12;K> seomdy.chodain.kos.chhoil
<f8v>
<f8v.P1.1;K> tshoy.cfhol.ctheol.pchey.s.chear.aied
<f8v.P1.2;K> chol.ckheol.yord.shey.csholdar.ydain.chol.ycho.shotey
<f8v.P1.3;K> ord.cfhol.chol.cthol.pchol.shchaiin.col.ataiin.chotey
<f8v.P1.4;K> y.ctshy.tshoy.ckheol.oor
<f8v.P1.5;K> chody.pchol.chol.cchol.ctheol.pydeey.oied
<f8v.P1.6;K> shol.ctheol.ckhr.lsheky.daraiind.chok.chol.pshol
<f8v.P1.7;K> ctheol.okchee.pshol.ord.ctholdar.chord.ctholdar
<f8v.P1.8;K> tholdar.col.cfhol.shodcheey.col.pchl.chor.daied
<f8v.P1.9;K> shoshoy.y.chhol.ckol.choc.shoain.shol.yoyts.dir
<f8v.P1.10;K> taein.daraiin.chor.ro.pord.oyr.doraiin.cphey
<f8v.P1.11;K> tchey.oseomdy.shol.cfhol.y.aied.taeon
<f8v.P1.12;K> dchol.chaear.y
<f9r>
<f9r.P1.1;K> teody.cchoary.cphey.pydeey.y.doraii
<f9r.P1.2;K> yal.cthoary.arr.cthoary.cseomm
<f9r.P1.3;K> chol.cchoary.shory.cseomy.shyl.cchoary
<f9r.P1.4;K> chhtor.teydy.dchikain.chal.shol.cthal.kchy.arr.shoain
<f9r.P1.5;K> dro.daen.chol.chey.cphay.dkaiin.cchoary.cthee.ckol
<f9r.P1.6;K> shoain.ckol.oateos.rchy.oteos
<f9r.P1.7;K> shol.fachys.pchol.s.cphay.shoteey
<f9r.P1.8;K> tshooy.chol.col.cthol.cthey
<f9r.P1.9;K> y.shek.chol.shay.choil
<f9r.P1.10;K> col.y.chol.tshooy.ckol.ckhey.shoteey
<f9r.P1.11;K> cthal.shay.cthey.sheo.dchol
<f9r.P1.12;K> cphar.karr.ctoil.choail.yty.ykaiin.cthar
<f9r.P1.13;K> ckhol.choil.cchoay.ckhol.chord
<f9v>
<f9v.P1.1;K> s.shotey.roy.koshey.ckheol.chor.shotey
<f9v.P1.2;K> fachysh.cool.koshey.cthoary.shopcheey
<f9v.P1.3;K> fachysh.schol.shoteey.kodshey.shos.shoteey.cthoary.s.cthy
<f9v.P1.4;K> shteey.shol.kodshey.odar.foy.chol.fachys.oteos
<f9v.P1.5;K> pshar.shoteey.cthol.pchey.schopcheey.shotey.kodshey
<f9v.P1.6;K> otaii.pchol.koshey.chol.shol.s.shoteey.chol.ykal
<f9v.P1.7;K> ctheyl.cphealy.pchol.sol.cchol.chotey.cchol.shoty.sheoo
<f9v.P1.8;K> fachysh.koshey.chol.or.theol.chols.shteey.cthey.deir
<f9v.P1.9;K> koshey.cfhhol.chol.tholdar.shoy
<f9v.P1.10;K> y.fachysh.chol.shil.sheoo.chold
<f9v.P1.11;K> kor.oteos.s.ctheyl.ydar
<f9v.P1.12;K> toydar.sheoo.ydar.chol.cchol
<f10r>
<f10r.P1.1;K> foshey.daraiin.cool.kol.foshey.chor.dyr.chhtor.ooydar
<f10r.P1.2;K> kosheey.kchoil.fachysh.dan.daiin.col.ckhol.col
<f10r.P1.3;K> dkaraiin.cthol.pchol.daraiin.shol.cchol
<f10r.P1.4;K> chol.cthol.oer.ekal.cthol.dkaraiin.pchol.oer
<f10r.P1.5;K> dkaraiin.cchol.ooiin.mory.chord
<f10r.P1.6;K> chor.chol.dkaiin.cchoy.chol.cchol.cfhol
<f10r.P1.7;K> qchol.stchey.dlaraiin.vodar.shory.pchol.ckol.cshol
<f10r.P1.8;K> chealy.ctchaiin.shoteoy.chol.cchol.ckhey.okaiiir
<f10r.P1.9;K> sory.qchol.cphoy.dlaraiion.dchol.koadshey.voshey
<f10r.P1.10;K> dkarain.chhol.kodaion.ckol.ckhey.ckeor
<f10r.P1.11;K> cthodl.ctol.cchal.qchol.shotey
<f10v>
<f10v.P1.1;K> todshey.dlocty.schol.dain.cthal.pchol.cthey
<f10v.P1.2;K> pchodor.dan.cfhesaiin.ckhol.otol.cthod.yoky.cchol.col
<f10v.P1.3;K> or.dlocty.oky.ckhor.rchy.kor.ctol.kodshey.kyoshey
<f10v.P1.4;K> choyl.kaiin.ekal.oycheey.sho.shol.or
<f10v.P1.5;K> oksho.oky.oksheo.otsho.or
<f10v.P1.6;K> daiion.dor.chor.shol.tyoydar
<f10v.P1.7;K> chor.schol.chor.shon.chol.cfhol.ckhor.shol
<f10v.P1.8;K> pchol.chol.cphy.or.kor.ckhor.os.she.foashey
<f10v.P1.9;K> oyr.kor.ccholg.sheear.or.cshesaiin.or
<f10v.P1.10;K> chol.toydar.orr.ckol.tyoydar.cthol
<f10v.P1.11;K> eor.pchol.oer.tchey.cthodl
<f10v.P1.12;K> ckhor.chotoy
<f11r>
<f11r.P1.1;K> otol.ycho.ckhyds.kaiin.or.raraiin
<f11r.P1.2;K> sqol.cor.chol.kaiin.kal
<f11r.P1.3;K> foasheiy.orr.shol.ykaiin.kodaiin.chhol
<f11r.P1.4;K> chal.fachysh.foashey.tos.por
<f11r.P1.5;K> foasheiy.yoer.dair.odain.cckhor.dchol.oitol
<f11r.P1.6;K> kdos.pchon.schol.far.ros.cchol.chor.oor
<f11r.P1.7;K> lchor.kdos.pshol.okon.por.orl.shool.kos
<f11r.P1.8;K> chor.qor.cphy.teos.chor.eey.daor.soy
<f11r.P1.9;K> dar.chocthy.schol.daicthyr.cshol.chtor.odr.daraiin
<f11r.P1.10;K> okol.shol.ykaiin.qer.shoky.yphesaiin
<f11r.P1.11;K> kaiin.ror.kyr.ksho.chog
<f11r.P1.12;K> cthar.kos.pshol.or.pcheol
<f11r.P1.13;K> schyl.lool.chodor.chor
<f11v>
<f11v.P1.1;K> schol.cty.or.kaiin.oyd
<f11v.P1.2;K> olm.ose.kaiin.ckhor.sheky.chochy.otoiin
<f11v.P1.3;K> or.keee.yashey.cthey.foasey.otaiin.ykaiin
<f11v.P1.4;K> eoydar.oteos.daiin.chool.yshey.qor
<f11v.P1.5;K> ro.ckhorr.foashey.ckhorr.osheo
<f11v.P1.6;K> eaiin.cfhey.shory.or.dcthy
<f11v.P1.7;K> cthealy.eor.ros.choteay.shadain
<f11v.P2.8;K> oor.ro.chal.oyr.oteos.ros.oir
<f11v.P2.9;K> par.eor.oor.seoy.cthey
<f11v.P2.10;K> ros.cchol.or.shchaiin.shey.or
<f11v.P2.11;K> oar.keee.oar.eey.ar.ckhey.oor.chal.or
<f11v.P2.12;K> eaiin.chal.cheey.chychy.tor.eor.por.cthal.chal
<f11v.P2.13;K> ypheaiin.chol.chog
<f12r>
<f12r.P1.1;K> otol.oan.shoky.y.rchy.dayr.sory
<f12r.P1.2;K> eep.roys.okol.daier.or.chool.oor.or.school
<f12r.P1.3;K> cchtor.ror.oar.cthy.y.dcharr
<f12r.P1.4;K> oteol.dayr.cphy.dar.or.eor.fose
<f12r.P1.5;K> orr.eeor.kol.yor.schol.ooer.chey
<f12r.P1.6;K> shokchey.or.cchol.or.oddr.atol.otol.deor.ckhiy
<f12r.P1.7;K> ckhey.chchol.ckhar.okshos.dair.fachysh.otol.eoer.kooer
<f12r.P1.8;K> por.orr.ooer.sckhee.oteol.or.por.oiein
<f12r.P1.9;K> y.oar.otol.ctdy.por.oyr.otoiid.qcty
<f12r.P1.10;K> fachysh.okold.orl.or.orr.otol.eor
<f12v>
<f12v.P1.1;K> atol.shy.achysh.ear.chochy.fachysh.chychy.eoydyr.chor
<f12v.P1.2;K> cor.tshodeesy.shos.atol.dair.chol.fachysh.eoydar
<f12v.P1.3;K> cchol.ooky.keee.okor.schol.cpho.chol.cchool
<f12v.P1.4;K> yatol.chok.chochy.dlocka.tyor.chol.shok
<f12v.P1.5;K> achysh.dlocta.chor.cphealy.daicthy.chor.por.chol
<f12v.P1.6;K> yfo.oksho.shosha.or.por
<f12v.P1.7;K> shokchey.cthealy.sachol.chil.fachysh.yshey.cchol
<f12v.P1.8;K> cchotey.chog.chor.qpho.chok.cthy.achysh.cchoary.fachysh
<f12v.P1.9;K> chog.fosey.tshodeesy.cor.cthil.chol.pshodeesy.or
<f12v.P1.10;K> kor.tyor.chok.or.dlocta.chor.oyr.rchiy.dlocka
<f13r>
<f13r.P1.1;K> sshy.yon.gaiiin.ctholdar.dchaoin.oor.daly
<f13r.P1.2;K> kaiin.dayer.daly.orr.oor.cchtorr.rchoy.okan.oshy
<f13r.P1.3;K> shokchy.daiiin.ror.yor.okain.s
<f13r.P1.4;K> gaiiin.shey.dal.dchar.odyar
<f13r.P1.5;K> kaiin.daier.achish.cthil.eor.dal.okaiir.pchear
<f13r.P1.6;K> dan.tshodeesy.cchtorr.okan.dain.daly.s.cchtor
<f13r.P2.7;K> cthal.shokcheey.oor.cthaiin.s
<f13r.P2.8;K> cchoary.tshodeeso.oshy.sckhe.dchaiin.shokche.okcheey
<f13r.P2.9;K> okan.cthol.s.sory.dail.okold.cfhaiin.rshol.cthol
<f13r.P2.10;K> fachys.cchtor.okol.cfho.cthol.okam.otan
<f13r.P2.11;K> ctholdar.cthal.okal.shol.rshol
<f13r.P2.12;K> chol.daon.daior.cfhol.ykal
<f13v>
<f13v.P1.1;K> roy.chog.shear.ooky.roy.cpharl.y
<f13v.P1.2;K> kshear.soachol.shol.oos.rshol.kol.shear.pshear
<f13v.P1.3;K> soachol.shol.rchy.poy.sory.sachol.shear.soachol.cthealy
<f13v.P2.4;K> cfhyds.cpheala.dodyar.ksos.foos.osy
<f13v.P2.5;K> doaior.kshoear.pshol.pshear.soachol.otol.kol.shoy.y
<f13v.P2.6;K> shoy.cfhaiin.otan.sachol.y.okol
<f13v.P2.7;K> cfhaiin.kyl.dair.shol.sachol.por
<f13v.P2.8;K> pshol.sokcheey.shotche.chey.cthal
<f13v.P2.9;K> ysy.kshoear.fshear.chol.chear.arey.otaiir
<f13v.P2.10;K> cthey.dan.kol.ary.shy.cpheala
<f13v.P2.11;K> cthaiin.kon.soachod.chol.ol.cfhaiin.chol.shokche.ychol
<f13v.P2.12;K> cthol
<f14r>
<f14r.P1.1;K> fshody.chey.ar.ccthy.s.odyar.yksy
<f14r.P1.2;K> cfho.shokcheey.chodain.ckeor.yksy.shey.shok.shol.kos
<f14r.P1.3;K> soachol.keair.cteor.kodshey.okol.ckeair.seky.cphe
<f14r.P2.4;K> s.keair.ar.daien.shody.ar.sheal.cctholdar.okaior
<f14r.P2.5;K> ysy.odar.doo.soachod.sachol.yksy.s.cchtoyr
<f14r.P2.6;K> shaiin.ysy.odyar.soachol.far.shok.cchtor.okaiir
<f14r.P2.7;K> chocthy.odyar.todaiin.yksy.shol
<f14r.P2.8;K> chey.ar.oteosn.ckhiey.chol
<f14r.P2.9;K> oteed.far.s.ckhey.are.oar.ysy.odar
<f14r.P2.10;K> oachod.far.daiin.thealy.tshodeeso.oteed.daicthy
<f14r.P2.11;K> ar.shol.ssoy.soachod.ysy
<f14r.P2.12;K> shory.y.daiiin.far.ker
<f14v>
<f14v.P1.1;K> pchol.chol.soachd.shey.s.rshol.otyl.chol.psheir
<f14v.P1.2;K> farl.soachyl.daien.cphey.cphy.shoy
<f14v.P1.3;K> kydain.keair.cthary.chol.soachd.fchol.otairin
<f14v.P1.4;K> shokcheeo.shoy.shod.soachod.ysy.shos
<f14v.P1.5;K> or.otaiin.chiocthy.shok.shar.daiiin.dain
<f14v.P1.6;K> s.ckhey.soachd.ytaiir.pchol.otol.soachyl
<f14v.P1.7;K> chycthy.dtair.rolofy.cchtor.orr.sho
<f14v.P1.8;K> otairin.kshear.cthar.shey.kschoy.soachol.cfhol.dran
<f14v.P1.9;K> chodaiin.s.soachod.cthar.s
<f14v.P1.10;K> soachol.chok.chol.chocthy.shory.cfhol
<f14v.P1.11;K> ydain.chycthy.dain.yksy.oor.chocthy.chil
<f14v.P1.12;K> cshol.thol.dan.s.oteon.soachol
<f15r>
<f15r.P1.1;K> fchol.ysy.s.ysy.chol.chil
<f15r.P1.2;K> far.cteoor.cshol.fchol.cphealy.chok.daiiin.kos
<f15r.P1.3;K> ysy.chil.dor.tchey.sheo.oteed.cthy.okai.s
<f15r.P1.4;K> cteoor.ykal.fchol.chil.shodaid.das.cshol.shey.ckhealy
<f15r.P1.5;K> chok.shey.chol.chok.cteor
<f15r.P1.6;K> kosheay.chol.darain.chey.s.chol.shee
<f15r.P1.7;K> shey.chtaion.fchol.cphar.sthary.cteor.saiin
<f15r.P1.8;K> deain.chey.maiin.cphey.yoteos.s.soeachol.chor
<f15r.P1.9;K> kchol.oteos.chol.diiin.yksy.cphey.soachol.kodsheoy
<f15r.P1.10;K> saiin.lchol.diiin.lchol.yfo.okolm.eshey.cchol.shee
<f15r.P1.11;K> s.sar.cthey.sheky.shea.soachd
<f15v>
<f15v.P1.1;K> soachom.thol.chal.cphy.lcphealy
<f15v.P1.2;K> cphy.cphealy.cthy.cthary.cthar.sheo
<f15v.P1.3;K> ydain.soachdl.sckhey.cphy.sckhey.syoeachol.daiind
<f15v.P1.4;K> soachyl.oachd.lcphealy.shoy.opol
<f15v.P1.5;K> cholr.ar.soachyl.cphar.shod.koeey.cphoy.kaiin
<f15v.P1.6;K> foachd.eare.cthy.shod.okal.lcphealy.shey
<f15v.P1.7;K> chol.cthar.sckhey.rshol.ctheo
<f15v.P1.8;K> cphealy.ycho.cphy.chhy.ar.sheky.ysheoy.soachyl
<f15v.P1.9;K> cthy.cphar.s.lcphealy.chorr.shoay.cholr
<f15v.P1.10;K> soachdl.okolr.cthes.shashy.drchaiin
<f15v.P1.11;K> y.sthare.cphy.okchey.cphy.shok.cshy
<f15v.P1.12;K> okolm.oksy.pchol.schey.sheky.soacho.chey.eshey.s
<f15v.P1.13;K> chol.sacho
<f16r>
<f16r.P1.1;K> ksho.y.cthes.roy.ysy
<f16r.P1.2;K> chey.yooteos.shoy.cteor.shey.cphealy
<f16r.P1.3;K> soachyl.cthes.yoteos.oachdl.shol.ckhealy
<f16r.P1.4;K> oas.cphealy.chyol.yoteos.ysy
<f16r.P1.5;K> kchol.yoteos.kshy.yakal.mol
<f16r.P1.6;K> morl.y.yksy.chol.oteos.shey.oas
<f16r.P1.7;K> mos.sar.sary.okal.kchol.morl.ane.y.cthal
<f16r.P1.8;K> pchol.cthoary.mol.sckhea.for
<f16r.P1.9;K> syakal.oteos.kchey.shey.oteos.yoeachol.orr.lcphealy
<f16r.P1.10;K> mos.pchol.chol.shey.cthol
<f16r.P1.11;K> y.chey.morl.kchom.fchol
<f16r.P1.12;K> cphealy.sckhey.yoteos.ksho.kchey.chal.morl.sacha.chal
<f16r.P1.13;K> y.okal.mol
<f16v>
<f16v.P1.1;K> foachd.mol.chal.foachd.chol.koshey.chocthy
<f16v.P1.2;K> pyaiir.vory.sa.chol.y.san.okoin
<f16v.P1.3;K> cholr.chayl.kodshey.okan.kchom.okan.morl
<f16v.P1.4;K> kodshey.okan.loachd.s.chol.koshey.cphealy.cfhol
<f16v.P1.5;K> eoiin.koshey.mal.koshey.ckheal
<f16v.P1.6;K> cphy.csha.cfhol.y.sory.chol.chorr.chol
<f16v.P1.7;K> cphey.cthol.kodshey.cfhol.chhy.okan.ckhys.cchol.ckhealy
<f16v.P1.8;K> chol.ctheiin.shhol.chl.ckhey.kodshey.oteeos.shey
<f16v.P1.9;K> schol.kodshey.ckol.cfholm.oodar.ckhealy
<f16v.P1.10;K> chochy.cfholm.thol.cfhol.y.tshashy.cholr.okain.sckdey
<f16v.P2.11;K> y.schol.okal.echo.ckol
<f17r>
<f17r.P1.1;K> pdain.y.oldaind.okain.yoteos.ane.oas.atain.yare
<f17r.P1.2;K> ksho.cthar.kodshey.chol.ane.ckhyos.oksho.sory.cshar
<f17r.P1.3;K> ykaiin.ytain.tchoy.yooteos.are.chl.chom
<f17r.P1.4;K> tchol.kodshy.ykaiin.tchoy.den
<f17r.P1.5;K> cphealy.y.cthaion.okoin.ane.chol
<f17r.P1.6;K> tchey.shok.ckhar.she.y
<f17r.P1.7;K> shody.cchol.cthey.san.kchey
<f17r.P1.8;K> chl.chol.tchey.sco.shol
<f17r.P1.9;K> tchey.kchol.shol.cthool.ccphy.sheo.tchoy.sckhea
<f17r.P1.10;K> chotey.oeachdl.sho.okain.cfhol.shol.sory.ol
<f17r.P1.11;K> chl.tchoy.y.thol.chol
<f17r.P1.12;K> dysdyd.pooiin.shoy.chey.sckey.y
<f17r.P1.13;K> sckhoey
<f17v>
<f17v.P1.1;K> y.thol.tchoy.kodaiir.cchol.chtol
<f17v.P1.2;K> todaiir.oyl.thols.tchoy.daiin
<f17v.P1.3;K> kodaiir.tchol.ddal.chol.todaiir.dal.ckhey
<f17v.P2.4;K> daiin.okan.todaiir.rshey.shhey.okal.cchol.lodaiir
<f17v.P2.5;K> tchol.kchol.y.shey.sho.chom
<f17v.P2.6;K> shctaiin.kodaiir.dan.chtol.csey.y.oeey
<f17v.P2.7;K> kydshey.todaiir.rshey.lodaiir.koashey.kodaiir.tchay.chol.kchol
<f17v.P2.8;K> kodaiir.okal.okaon.chol.chdol.vos
<f17v.P2.9;K> rodaiir.okein.todaiir.tchoy.okan
<f17v.P2.10;K> yoteos.cfhol.chom.kchy.kshoy.y.sorey.dodaiir.kaiin
<f17v.P2.11;K> kodaiir.todaiir.cchol.oys.todaiir.chol.okol.y.tchoy
<f17v.P2.12;K> rshpey.dodaiir.oydaer
<f18r>
<f18r.P1.1;K> tshoy.kor.sheky.ddan.ltchol
<f18r.P1.2;K> cthr.tchol.oairin.dan.odaiin
<f18r.P1.3;K> oteey.sheky.oteos.y.ar.cthy.oldaind.ar.yshey
<f18r.P1.4;K> chear.ar.stshoy.far.kodaiirl.y
<f18r.P1.5;K> okal.ckholdar.cthes.chey.ctholdar.sheky.ltchol.etol
<f18r.P1.6;K> dar.yar.dar.yokain.ocy.chor.cphey.ldaiir.sse
<f18r.P1.7;K> kaiir.she.tchoy.oky.kodaiin.ckholdar.choal
<f18r.P1.8;K> shey.toyl.far.cshar.dar.yshey.oeey.ctholdar
<f18r.P1.9;K> ccholdar.soyl.chodan.dory.cshar.shey.oky.kodaiir
<f18r.P1.10;K> oldaiind.kodaiin.ohkan.cfhol.y.shey.ckholdar.thal
<f18r.P1.11;K> tchay.lodaiir.chey
<f18v>
<f18v.P1.1;K> chorl.chokey.ckholdar.y.fsory.cphey
<f18v.P1.2;K> chol.ckholdar.chol.ctho.cfholdar
<f18v.P1.3;K> ar.ctholdar.chokey.fsorsy.cthory.cphey.ctholdar.cfholdar
<f18v.P1.4;K> cthar.air.ctho.chotey.ckholdar.y.farr.cfholdar
<f18v.P1.5;K> chotey.chor.ctholdar.cfhaiin.she
<f18v.P1.6;K> choty.chokey.ccholdar.oiey.cksholdar
<f18v.P1.7;K> chaiin.soaiin.cchol.ccholdar.csholdar.tchey.tolaiir.oteey.tolaiir
<f18v.P2.8;K> air.fsorsy.ccholdyr.chokey.csholdar.farr.cshpoldar.chear
<f18v.P2.9;K> chokey.shey.todaiir.ctholdar.shol
<f18v.P2.10;K> chokey.shctaii.eokal.okal.cthyl.oiky.orr.dil
<f18v.P2.11;K> y.tachys.chotey.shctaiin.tsholdar.tolaiir.csokey.oiky
<f18v.P2.12;K> y.todaiir.oyteey.oitchol.pdaiir.lodaii.okaiir.yas
<f19r>
<f19r.P1.1;K> ytain.shey.cshpoldar.oadar.ctholda.oadar.syey.oldaindd.csholdar
<f19r.P1.2;K> chokey.tshoeesy.cchodyr.o.shody.she.otol.chey.kdchom
<f19r.P1.3;K> syey.os.okan.y.todaeir.sckhay.choal.tolaiir.todair
<f19r.P1.4;K> oadar.tshoeesy.sheo.ikan.shoy.oadar.csholdar.yar
<f19r.P1.5;K> sheo.todaiir.cfhaiin.csholdar.shey.os.choteoy
<f19r.P2.6;K> foadar.ysheiy.oykchey.y.cthal.odaiir.shodasy.oos
<f19r.P2.7;K> oadar.ccholdar.aim.eoykchey.kaiid.cth.foadar.cphy.chokeiy
<f19r.P2.8;K> shoy.sher.cfhol.esorsy.shokey.keeay.shok.cthaiin.chotey
<f19r.P2.9;K> ccholdyr.ckshoaldar.tshoeey.oldaid.cksholdar.y
<f19r.P2.10;K> cthal.cksholdar.fsorsy.chey.cksholdar.y.cthol.ckho
<f19r.P3.11;K> cphyar.chotey.ccholdar.esorsy
<f19v>
<f19v.P1.1;K> pchey.cthesaiin.keeay.atchey.ctholdar.keeay.ccholdar
<f19v.P1.2;K> koshey.todyaiir.oos.cthyl.chtor
<f19v.P1.3;K> ctholdar.cfholdar.cphesaiin.cscholdar.shodasy.ckholdar.kodchey
<f19v.P1.4;K> s.todaiir.ychey.sheay.ctholdar.chorl.keey.csholdar.kyshey
<f19v.P1.5;K> keey.cshpodar.sheay.s.ckholdar.keeay
<f19v.P1.6;K> todaeir.ckholdar.ccholdyr.chey.rkho.chey
<f19v.P1.7;K> keeay.yto.tedyaiir.keeay.ctholdar.y.odaiin.ctholdar
<f19v.P1.8;K> ccholdar.shaiin.dair.keed.csholdar.cthal.cthol.y.csholdar
<f19v.P1.9;K> ccholdyr.keey.csholdar.ctholda.cctholdar
<f19v.P1.10;K> chdy.cctholdar.eoykchey.cksholdar.keer
<f19v.P1.11;K> ctholdar.keey.oydar.tsholdan.cscholdar.cctholdar.cscholdar
<f19v.P1.12;K> shoy.voos.okan.tsholdar.csholdar
<f19v.P1.13;K> garr
<f20r>
<f20r.P1.1;K> pchear.fol.y.forsy.daiin.oldaids.or.chear
<f20r.P1.2;K> chor.lor.atchey.lsa.ckhey.lsa.sher.tshoeesy.ctholdy
<f20r.P1.3;K> oor.scholdar.shier.ldsa.or.y.oor
<f20r.P1.4;K> pchear.os.keey.kor.shier.kor.ckhyr.or
<f20r.P1.5;K> csholdar.oldaid.cthal.oir.esorsy.ataiin.ckhar
<f20r.P1.6;K> oes.oykschey.daiiin.ckhey.ldsa.y.shyeo.oador.eor
<f20r.P1.7;K> daiin.okain.shiy.cscholdar.ksa.ckhar
<f20r.P1.8;K> lksholdar.shiy.air.y.orr.cthildar
<f20r.P1.9;K> chy.or.otod.cthar.yad.eor.cthoddar.rcy
<f20r.P1.10;K> oer.cchosdar.or.ckhar.shii.ckhyr.ckhar
<f20r.P1.11;K> y.cphoy.tar.otchoyl.seay
<f20r.P1.12;K> ykaien.oir.lor.cthar.kor
<f20v>
<f20v.P1.1;K> y.chor.todaiir.todyaiir.chotey.chodain.tshoeesy.ckher.todaeir
<f20v.P1.2;K> ccholdar.eor.choty.shoy.choty.todaiir.vokaiir
<f20v.P1.3;K> daiin.oteom.rchy.chdy.tshodeesy.keed
<f20v.P1.4;K> todaiir.sher.chdaiin.chodain.ckeor
<f20v.P2.5;K> todaiir.dydy.podaeir.todaeir.tshodeesy.chesaiin
<f20v.P2.6;K> chodaiin.shey.tshoeesy.otairin.ckshey.tshoeesy.shoy.todaeir.kodaeir
<f20v.P2.7;K> kchodain.tshodeesy.chdaiin.ckeor.oesa.kchodain.chodaiin.ar
<f20v.P2.8;K> kchoain.chesaiin.oeso.rolosy.dydyd.kchodain.todaiir.podaer.dydy
<f20v.P3.9;K> shop.ckhar.lshoy.y.kodaeir.vokaiir.lchoain.ckhar.y
<f20v.P3.10;K> podaeir.keeay.chol.chodain.daiin.sher
<f20v.P3.11;K> oesa.eoykchey.chodain.chodaiin.keeay.atchiy.shed
<f20v.P3.12;K> y.osn.tsholdyan.chodain.fchodain.sho
<f21r>
<f21r.P1.1;K> pchom.y.ckhaer.pchom.sshe.syaoir.chol
<f21r.P1.2;K> odaiin.shol.eodshey.daicth.ckhaer.kaoiin.todeir
<f21r.P1.3;K> ar.shodain.todaeeir.ar.ear.codaiin.ctholdar
<f21r.P1.4;K> ckhar.shop.keody.shos.raiin.choity.keyd
<f21r.P1.5;K> y.cseor.sshol.oor.chor.aiiin.shos.kaiin.shol
<f21r.P1.6;K> cphar.shiy.far.y.shop.ydain.shos.dteom.todyaiir
<f21r.P1.7;K> raiin.shol.keed.kodaiin.todaeir.shaii.ldsy.ckhar
<f21r.P1.8;K> teed.y.cphy.oteom.cthar.dcfhol.todaeir.sa
<f21r.P1.9;K> daiid.shpar.ochodain.dteom.dchaiin.chor
<f21r.P1.10;K> oir.ckhar.todaeeir.chodaiin.todaiir.codaiin.teed
<f21r.P1.11;K> dchaien.ar.y.shos.pshol
<f21v>
<f21v.P1.1;K> toqol.pchoom.chey.chal.shodai.y.todyaiir.ar
<f21v.P1.2;K> todaiin.rseor.shol.chee.oydain.cseor.diicth.tshodeesy.cthal
<f21v.P1.3;K> shoy.doir.y.ytoe.keody.tydyaiir
<f21v.P1.4;K> modaeir.tshodeesy.todaiin.chal.todyaiir.lcthol.sorys
<f21v.P1.5;K> gaiin.dlocta.sain.chol.kodaiin.cthey.podaeir
<f21v.P1.6;K> tshoeesy.dchaiind.chaoity.tshoeesy.kodaeir.chosain.ckhyds.tshodeesy.lchoain
<f21v.P1.7;K> todaeir.chee.qydyaiir.raiin.chey.kodaiin.fodaiin.ckhe
<f21v.P1.8;K> ddain.cthyd.tshoeesy.fodaiin.fshodeesy
<f21v.P1.9;K> kseor.diicth.todaeir.fshodeesy.cthe
<f21v.P1.10;K> tsoeesy.cphy.lshoy.fodaiin.ochodain
<f21v.P1.11;K> sshol.oydain.y.codaiin.ctha.tshodeesy.odaiin
<f21v.P1.12;K> pdoir.ckhey.kodaeir.oir.teody
<f22r>
<f22r.P1.1;K> pshaiiram.cthyds.dain.cphoe.roo.rshaiiram.ar
<f22r.P1.2;K> ykaein.kodshey.cphoe.ar.todyaiir.oes.far
<f22r.P1.3;K> par.ypheey.yoiin.shol.tar
<f22r.P1.4;K> dain.shoy.ckheo.par.moshey.ar
<f22r.P1.5;K> pooiin.par.tar.pshol.air.gar.ar.sshos.or
<f22r.P1.6;K> ear.or.shem.ar.shok.eshodeesy.dar
<f22r.P1.7;K> tshodeesy.otol.ear.oar.rko.shotcheey
<f22r.P1.8;K> kshy.dar.dain.ar.sshod.yar.oar.soo.dair
<f22r.P1.9;K> ar.dair.dar.kodaiin.por.oteor.ar.arl.kshy
<f22r.P1.10;K> dchain.oteor.air.ltha.cothal
<f22r.P1.11;K> or.dlcta.dar.ckyeor.oar.or.kyor.shey
<f22r.P1.12;K> oteas.oteor.cteody.dar.yar
<f22v>
<f22v.P1.1;K> ro.ar.fodaii.kor.ar
<f22v.P1.2;K> todaeir.ro.tar.yaiir.par
<f22v.P1.3;K> ar.oir.tar.yar.kseorg.far.roo
<f22v.P1.4;K> rko.far.sor.par.dar.oar.rot
<f22v.P1.5;K> ear.yer.yar.ar.oydar.kseor.cpheay
<f22v.P1.6;K> rko.kseyr.arr.kseor.ar
<f22v.P1.7;K> oloty.ar.ckyeor.dos.ddaon.shokcheey.ro
<f22v.P1.8;K> kseor.ter.ro.arr.ro.okol.s
<f22v.P1.9;K> cphy.poer.chal.roo.ar
<f22v.P1.10;K> cthal.oydaen.drocta.daicthy.are
<f22v.P1.11;K> teeo.ar.chor.ar.alr.daiin.koidaiin.ctar
<f22v.P1.12;K> tdshodeesy.ro.arg.arr.todyaiid
<f22v.P1.13;K> cpshoy.alr.cpshy
<f23r>
<f23r.P1.1;K> cthol.ckheay.soryl.shear.lsshos.orl.air
<f23r.P1.2;K> are.s.oteal.ar.ctoldar
<f23r.P1.3;K> shey.soryl.rco.ar.or.chey
<f23r.P1.4;K> okan.s.ar.chear.tar.doiin.kaos.sory.ear
<f23r.P1.5;K> oar.arl.todyaiir.air.shosm.orl
<f23r.P1.6;K> ckyeor.shoy.ar.scthy.s.ykaiis.eor.todaeir.fachs
<f23r.P1.7;K> shokchee.par.ear.chear.cheam
<f23r.P1.8;K> cheyr.psheol.shokcheey.ar.shaiis.arl.shey.daiin.oor
<f23r.P1.9;K> are.yol.air.ckeor.or.ear.air.s.are
<f23r.P1.10;K> chal.chol.ar.ard.shosm.par
<f23r.P1.11;K> shos.shkhey.ar.chey.odaiin.s.ar
<f23v>
<f23v.P1.1;K> oaiir.cphoy.dpaiin.shos.cfyeor.ckhey.y
<f23v.P1.2;K> shodaein.cphey.okaiir.cphey.ore.oikol
<f23v.P1.3;K> ore.shodaein.deey.dyain.ikol.fachys.ikol.oikol.sorsy
<f23v.P1.4;K> cfyeor.ro.oikol.ckhey.ikol
<f23v.P1.5;K> ctheey.cphey.ard.fachr.oaiir
<f23v.P1.6;K> rko.eadr.shodain.ard.daion
<f23v.P1.7;K> par.okyeor.y.oteol.voo.cfyeor.chocfhy.cthey
<f23v.P1.8;K> sorsy.okchey.arg.tshodeesy.alre
<f23v.P1.9;K> par.kshol.fachs.or.far.oikol
<f23v.P1.10;K> ckyeor.shodain.cphey.y.oikool.shoain.deey.ar.daycthy
<f23v.P1.11;K> daiin.y.cpar.oar.tar.ard.yko.or
<f23v.P1.12;K> oikool.are.kseoorg.odaiin.oikoolm.kshol.fachr
<f23v.P1.13;K> okol.kshol.kar.oyr.ksholg
<f23v.P1.14;K> oteol.ar
<f24r>
<f24r.P1.1;K> pshochor.arl.ckeyr.y.cthal.cthy.chol
<f24r.P1.2;K> amd.shodoary.ord.rcthey.ctdol.oikool
<f24r.P1.3;K> shochor.lpho.shol.ccphey.shosh.tshoadeesy.oikyl.cthal
<f24r.P1.4;K> ctoldar.chor.oteal.pshochor.shachor
<f24r.P1.5;K> pshochor.shachor.s.oikol.shochor.faechr.cfhol.cthy
<f24r.P1.6;K> cphea.shachor.deiin.cphea.shochor.cthol.shey
<f24r.P1.7;K> scfhol.pshochor.y.shochor.oikoolm.lshochor.soryl.shochon.cthol
<f24r.P1.8;K> cfachs.cphey.shhochon.shachor.shiis.shshy.shoshy.shochor
<f24r.P1.9;K> okay.cphea.sorl.s.ckyeoor.cthol.sorl.dyain.cthey
<f24r.P1.10;K> cphey.dpaii.ohkool.rco.shok.dyain
<f24r.P1.11;K> chol.shochor
<f24v>
<f24v.P1.1;K> teoch.chopey.dal.shear.shykcheey.chear
<f24v.P1.2;K> ar.rko.chol.doar.shear.oar.kaiin.cphoy
<f24v.P1.3;K> yar.daycthy.mokol.ckham.oar.chear
<f24v.P1.4;K> ctdol.ksholy.cphey.yar.rko.okol.ar.shodeain
<f24v.P1.5;K> chotey.cthes.par.tyeody.daiim.oar.ytchol.cteol
<f24v.P1.6;K> yar.cher.y.ykaiin.shodain.dpchar
<f24v.P2.7;K> tar.kar.yar.par.choty.ldor.ohkool.dchar
<f24v.P2.8;K> orsho.ar.yaor.kar.kedey.ksoly
<f24v.P2.9;K> oar.lshoadeesy.shom.dpar.chol.tchey
<f24v.P3.10;K> soly.shodeain.shodain.sckhey.oar
<f24v.P3.11;K> chear.rko.yar.kar.shodain
<f24v.P3.12;K> paii.oikoal.tchey.sar.ar
<f24v.P3.13;K> yfor.oaor.y.lshachor.are.sa
<f24v.P3.14;K> kedey.y.sa
<f25r>
<f25r.P1.1;K> dpad.shosho.shachor.yshey.chodain.shey
<f25r.P1.2;K> chodaiin.kar.chodaiin.cthol.foldain.cfhol.cthol
<f25r.P1.3;K> s.shochar.cheyar.cheo.chol.ctdom
<f25r.P2.4;K> cthal.echol.cfhol.osaiin.loar.lyeody.echol.cpholdar.chotay
<f25r.P2.5;K> pyr.cfhol.chorain.chodaen.cthey.cfachg.shory.ycher.cthol
<f25r.P2.6;K> dpad.chodain.chocthy.s.dchad.chal.shol
<f25r.P2.7;K> dpar.shold.echol.chodai.dan.cthol
<f25r.P2.8;K> ckhey.y.chodain.cthey.shoil
<f25r.P2.9;K> kedey.ydr.cfhol.kashey.dpar.chal.cfhlol.dpad.cthar
<f25r.P2.10;K> ytchold.shol.yedey.cthey.choil.ckhey.chhol.cfhol.eoteal
<f25r.P2.11;K> otaiin.sheyr.yfo.kaiinm.shochon.cfhom.cchol
<f25v>
<f25v.P1.1;K> tshodees.cthey.shok.foldain.deoch.cthey.tyeody.shok
<f25v.P1.2;K> shoaiin.pshol.shok.s.kashey.ysheay.chey.chal.far
<f25v.P1.3;K> year.okeor.cchol.chey.sar.ysheay.or.sar
<f25v.P1.4;K> loar.shol.chey.saor.or
<f25v.P1.5;K> tyeody.oly.shaiin.shol.s.or.shok.ycher.ooiid
<f25v.P1.6;K> cphey.kshoaly.choctha.sar.yedr.ychho.cpholdar
<f25v.P1.7;K> cthey.chhol.shoaiin.cthes.chey.echold.oychho.shok
<f25v.P1.8;K> ryaiir.choctha.shok.kaiin.sqochar.tchey.choty
<f25v.P1.9;K> dain.olr.ar.ckhey.ylr
<f25v.P1.10;K> chhol.shoil.ydr.daiin.shol
<f25v.P1.11;K> lshoadeey.cpholdar.sheodain.ar.chadaiin.shok
<f25v.P1.12;K> cphlar.ckhey.schey.ckhey.or.ooiin.lshoadeesy
Screenshot of the generator
-
RE: Output from a Voynich generator I'm working on.
oshfdk > 3 hours ago
-
RE: Output from a Voynich generator I'm working on.
nablator > 3 hours ago
-
RE: Output from a Voynich generator I'm working on.
Dunsel > 3 hours ago
(3 hours ago)oshfdk Wrote: You are not allowed to view links. Register or Login to view.
(3 hours ago)Dunsel Wrote: You are not allowed to view links. Register or Login to view.<f1v.P1.1;K> shokchiey.sho.osdain.otaiin.shol.chore
Something looks off with the placement of EVA i and e in this line. shokchey.sho.osdain.otaiin.shol.chor would look fine to me
Thanks and yea, it's not going to look like Voynich, especially the further you go into the pages. I'm merely trying to model statistics. If I'm correct in this, reproducing exact Voynich would take that same infinite number of monkeys at typewriters it would take to create the works of Shakespeare. -
RE: Output from a Voynich generator I'm working on.
Dunsel > 3 hours ago
(3 hours ago)nablator Wrote: You are not allowed to view links. Register or Login to view.
(3 hours ago)oshfdk Wrote: You are not allowed to view links. Register or Login to view.Something looks off with the placement of EVA i and e in this line.
Also ccth... mor.
Bigrams are not enough, you need trigrams statistics to generate plausible Voynichese.
You're correct. That was a pretty easy addition. Here's a 50 page run with trigrams. Again, not looking to match them exactly but to create the 'ecology'. And, I think that's pretty close.
Top 20 output trigrams (50 pages):
sho: 510
hol: 441
cho: 355
hey: 309
aii: 302
iin: 258
cth: 254
dai: 241
she: 170
hod: 170
che: 170
cph: 170
ckh: 129
ain: 113
oda: 112
eey: 107
hoy: 99
dar: 93
tho: 92
har: 83
Top 20 Voynich trigrams (50 pages):
cho: 699
iin: 558
aii: 537
dai: 371
hol: 351
hor: 295
chy: 294
cth: 273
sho: 251
che: 240
tch: 213
kch: 209
qok: 144
otc: 133
hey: 128
qot: 122
hod: 119
cha: 119
thy: 109
okc: 107
And, if I change the seed the output changes. Here's with seed 43
Top 20 output trigrams (50 pages):
cho: 434
sho: 388
hol: 334
hey: 330
aii: 265
che: 261
cth: 245
dai: 232
iin: 221
she: 156
eey: 149
ain: 135
cph: 131
hor: 122
oda: 111
hod: 109
cfh: 96
dar: 87
kch: 85
ckh: 75 -
RE: Output from a Voynich generator I'm working on.
Mauro > 1 hour ago
Is it a Markov-chain generator or equivalent? -
RE: Output from a Voynich generator I'm working on.
Dunsel > 1 hour ago
(1 hour ago)Mauro Wrote: You are not allowed to view links. Register or Login to view.Is it a Markov-chain generator or equivalent?
No. It’s a constrained recursive generator, not a simple probability-chain text model. Markov chains eventually fail and spew out garbage. I've ran this for 10000 pages and while it's not pretty Voynich, it still looks kinda Voynich. A markov chain would drift into repeated junk. Obviously, I still have a lot of knobs to turn.
<f5000v>
<f5000v.P1.1;K> tchey.daicthy.oyechdl.shodaro.o.chey
<f5000v.P1.2;K> kchor.otairin.cphey.tdoeeychhh.ddeechhh.cthy.kdoeeychhh.otol.daicthy
<f5000v.P1.3;K> loaychhg.odar.tdoeeachh.cphey.doeechhh
<f5000v.P1.4;K> otol.shodaro.ofsho.tdoeeychh.cthol.chey
<f5000v.P1.5;K> dain.ofsho.yos.ldoeeach.cphy.loeeychh.chodain.kchor
<f5000v.P1.6;K> o.doleechch.tdoeeychhm.ckhey.koshey.chey
<f5000v.P1.7;K> tchol.os.daickhy.oyeychhg.doeaychhh
<f5000v.P1.8;K> cteols.chey.chy.cshol.daiin
<f5000v.P1.9;K> chey.cphy.tdoeeechg.oeeychhg.cheey
<f5000v.P1.10;K> ooechdl.deeaychhh.tdoeoachh.cphy.cchey.tdoeeychhm
<f5000v.P1.11;K> doleechch.chy.daiin.o.tdoeeychhm
<f5000v.P2.12;K> o.kshy.otol.cfhol.tdoeeochhh.chol.cheey.cchey.doayachhh
<f5000v.P2.13;K> o -
RE: Output from a Voynich generator I'm working on.
JoJo_Jost > 1 hour ago
Ultimately, you can always build a generator that closely approximates VMS by training it on VMS data. The question is whether the number of parameters can be reduced to a simple system that would have been feasible in the 15th century.... -
RE: Output from a Voynich generator I'm working on.
Dunsel > 50 minutes ago
(1 hour ago)JoJo_Jost Wrote: You are not allowed to view links. Register or Login to view.Ultimately, you can always build a generator that closely approximates VMS by training it on VMS data. The question is whether the number of parameters can be reduced to a simple system that would have been feasible in the 15th century....
EXCELLENT QUESTION! I was waiting for this one. THAT sir, is a constraint I placed on myself at the start of all this. 15th century human doable. No slide rules, no taro cards, no dice, no grilles, no complicated lookup tables, no memorizing an encyclopedia. And here's what I think I have. A human doable method that requires a single page to start with as a seed (f1r is what I've been working with) and a single sheet of paper to act as a ledger. The difficulty in all this, and Torsten Timm's latest paper talks about it, is trying to model human behavior in python.
To test this out, I loaded up 150 words from Dracula as the seed. I created some real interesting pseudo English.
Code:<f1r>
<f1r.P1.1;K> s.sound.really.there.them.yawing.own.it.and.again.than.did.of
<f1r.P1.2;K> jaw.her.he.we.snow.steps.her.at.that.than.room.s.wonder
<f1r.P1.3;K> right.sent.i.brain.the.good.quietly.the.for.other.be.lunatic.join
<f1r.P1.4;K> with.her.sister.no.see.helsing.he.more.stand.would.s.some.won
<f1r.P1.5;K> i.to.sternness.of.me.a.supremely.the.awake.view.talking.sake.been
<f1r.P1.6;K> beginning.the.office.you.on.sleep.me.i.and.discussion.was.august.by
<f1r.P1.7;K> which.if.copy.matters.s.that.he.the.as.reason.came.for.then
<f1r.P1.8;K> come.the.no.when.to.ready.the.as.looked.came.and.from.ever
<f1r.P1.9;K> of.came.eyes.direction.no.all.steersman.her.paper.handsome.fascinating.whose.seemed
<f1r.P1.10;K> solicitors.my.answer.went.sat.went.to.god.i.know.apparent.tradition.good
<f1r.P1.11;K> wills.shall.we.t.the.the.there.glad.window.waiting.old.we.of
<f1r.P1.12;K> were.may.white.dear.which.who.to
....
<f24v>
<f24v.P1.1;K> off.wpere.fascinating.lunatic.lunafic
<f24v.P1.2;K> rto.when.eyes.rtto.npo.gaod.lunapic
<f24v.P1.3;K> lunatic.were.lunatic.lunafic.lugnaxic.sent.lunapic.lunagic
<f24v.P1.4;K> meatters.staend.were.aokf.paper.lbnatic.gyoodr
<f24v.P1.5;K> rto.other.ober.joiin.lunapic.lfunatic.then
<f24v.P1.6;K> lunaxic.lunamic.iff.nama.them.kunatic
<f24v.P1.7;K> wpere.lunafic.meatters.wpere.i.good
<f24v.P1.8;K> kview.gooad.lunaftc.were.lunatic.meatterz
<f24v.P1.9;K> unakiic.thym.fofr.as.ahen.lunapic.lunafic.i
<f24v.P1.10;K> lunapic.i.punafic.wes.lunavic.ioff.aby.ipf.lpnapic
<f24v.P1.11;K> rof.lunamicq.luapic.rtto.i
<f24v.P1.12;K> lunawic.lunafic.fofw.lunafit.punakic.fofw
<f24v.P1.13;K> odd.rdally.pof.then
<f25r>
<f25r.P1.1;K> of.wea.s.nto.luzakic.than.yll
<f25r.P1.2;K> oof.lunafit.of.fascinaping.luzakic
<f25r.P1.3;K> lunafic.hof.lunafic.thax.solicitors.youd.vea.spernness
<f25r.P1.4;K> s.of.lunafic.solicitofs.oud.than
<f25r.P1.5;K> kview.oif.meatterz.hof.ofu.lunakic.sternness.lunafit.of
<f25r.P1.6;K> good.lunafiq.htf.vas.i.vas.yeof
<f25r.P1.7;K> punakyc.of.quietly.ref.iift.lunaftc.lunaguic.lunafic.osf
<f25r.P1.8;K> opf.gmorey.of.nro.lunafit
<f25r.P1.9;K> pyoud.opf.oof.gooad.lunafic.off.seoemed.ohu
<f25r.P1.10;K> wea.of.quiewly.seoemed.oof.lunatic
<f25r.P1.11;K> onf.oif.of.ahez.oof.oyf.good.unaotic
<f25r.P1.12;K> talkng.quiewly.lunatit
<f25v>
<f25v.P1.1;K> lunafiq.with.lunapic.whice.syt.okf.to.pof
<f25v.P1.2;K> pto.bthe.lunafic.ofu.pto.pof
<f25v.P1.3;K> puo.lfunatic.puy.pto.rto.lunatic.steersmin
<f25v.P1.4;K> lunatic.steersman.rpo.tto.rpom.oaf.gthym
<f25v.P1.5;K> nto.the.lunatic.okf.lfunatic.of
<f25v.P1.6;K> steersmin.kunatic.tos.rto.cof.thym.vof.nto.uto
<f25v.P1.7;K> to.dea.of.wfas.eyeu.of.toz.gof.fit
<f25v.P1.8;K> wish.wye.uto.lunatic.vunafiq.aof.goon.lunatic
<f25v.P1.9;K> of.luntic.oiff.oaf.ltnapic.atters.nuy
<f25v.P1.10;K> rof.mof.puy.of.xhan.orf.oyf
<f25v.P1.11;K> lunazic.i.kunatic.lunagic.oif.lith.eever.oof.lunatic
<f25v.P1.12;K> oaf.rof.of.no.to
AND... I may be sticking my neck out on this statement... but, my tests have pretty well convinced me that You are not allowed to view links. Register or Login to view. was NOT the first page of the book.