Heather Correspondences for Ponto

Model of alignment is that we align only one letter to any given phone. Therefore several letters are omitted from the alignment. Even obvious digraphs such as <th> /θ/ have one aligned letter and one unaligned one: [θ=t][=h]. These letters can be handled by setting the Insertion penalty to 0.

Preferably only one phoneme is aligned with a given letter, when that is at all reasonable; but there are exceptional cases such as /wən/ <one> where blindly following that rule would be silly; thus [wə=o].

We try to make commonsense assignments. In case of doubt, the leftmost letter is assumed to bear the main weight of expressing the sound. This seems to be a guiding principle of the spelling system; e.g., [θ=t][=h] makes more sense than [=t][θ=h], because <h> appears after several letters to modify their basic sound). In a few cases it doesn't seem historically accurate, e.g. -ation gets the schwa assigned to the <i>; but hard to say how people interpret that nowadays.

stimulusresponsepenalty
bb0
dd0
dt0
d0
g0
j0
ea0
ee0
ff0
fg0
fp0
fv0
gg0
gzx0
x0
ɡg0
ɡzx0
ɡʒx0
hh0
hj0
hx0
ia0
ie0
ii0
iy0
je0
ji0
jj0
ju0
jy0
jii0
juu0
juwu0
u0
jəwu0
u0
kc0
kg0
kk0
kq0
ksx0
x0
ll0
mm0
mn0
mpm0
nn0
oa0
oe0
og0
oo0
ou0
pp0
rr0
sc0
ss0
sz0
td0
tt0
tsz0
c0
s0
t0
t0
uo0
uu0
uw0
uwu0
vf0
vp0
vv0
vw0
wo0
wu0
ww0
o0
zs0
zx0
zz0
æa0
æe0
ðd0
ðt0
ŋn0
ɑa0
ɑe0
ɑi0
ɑo0
ɑji0
ɑjy0
ɔa0
ɔe0
ɔo0
əa0
əc0
əe0
əi0
əo0
əu0
əy0
əkc0
əll0
əmm0
əwu0
ɚl0
ɚr0
ɛa0
ɛe0
ɛi0
ɛu0
ɪa0
ɪe0
ɪi0
ɪo0
ɪu0
ɪy0
ʃc0
ʃs0
ʃt0
ʊo0
ʊu0
ʒg0
ʒj0
ʒs0
ʒt0
ʒz0
θt0

This list is based on words from Zeno et al.’s Educators Word Frequency Guide. It uses the words where the WFG breaks the statistics down by grade, and the word is found in one of the grades between kindergarten and Grade 12, inclusive. Pronunciations were derived from the Carnegiue Mellon Pronouncing Dictionary. An alignment program was used to give the most plausible single-letter alignments.

This table gives for each alignment a sample word, as well as a token (frequency-weighted) count of the number of words that use that correspondence.

stimulusresponsefrequencyexample
bb2640æbab
dd6933əbændənabandon
dt1708əbriviedəd,abbreviated
d246ædʒrɛs,address
g857æbərɪdʒəniz,aborigines
j350ədʒɑr,ajar
ea2497e,a
ee130æləgeni,allegheny
ff2184edɑlf,adolf
fg26kɑf,cough
fp226ælfə,alpha
fv1krustʃɔf,khrushchev
gg1465æbəgel,abigail
gzx61æləgzændɚ,alexander
x3ləgʒɚiz,luxuries
hh978ebrəhæm,abraham
hj10bɑhɑ,baja
hx1kihodi,quixote
ia20ældʒi,algae
ie2112æbi,abbey
ii1096əbriviedəd,abbreviated
iy1852əbɪlədi,ability
je17bɑrθɑləmju,bartholomew
ji274ədʒojnɪŋ,adjoining
jj1johɑn,johann
ju22ækjɚəsi,accuracy
jy235æloj,alloy
jii1nɑjiv,naive
juu372əbjus,abuse
juwu5fɛbjuwɛri,february
u177əkjumjəlet,accumulate
jəwu7ɪvækjəweʃən,evacuation
u51bjʊro,bureau
kc4760æbstrækt,abstract
kg13lɛŋkθ,length
kk922əkɪn,akin
kq250ædəkwət,adequate
ksx405æləks,alex
x6æŋkʃəs,anxious
ll7072æbdɑmənəl,abdominal
mm4416æbdomən,abdomen
mn4græmpɑ,grandpa
mpm4mɛmpfəs,memphis
nn10741ɛrən,aaron
oa111əword,award
oe5frojd,freud
og1ɛdənbɚo,edinburgh
oo2884æbdomən,abdomen
ou1pordə,puerto
pp4530əbrəpt,abrupt
rr8873ɛrən,aaron
sc1361æbsəns,absence
ss7491æbəlɪʃənəst,abolitionist
sz11blɪts,blitz
td462əbɑlɪʃt,abolished
tt8006æbət,abbot
tsz6lərɛnts,lorenz
c508ətʃiv,achieve
s5ɪkspæntʃən,expansion
t803æktʃrəs,actress
t1etθ,eighth
uo333æftɚnun,afternoon
uu610æbsəlut,absolute
uw110ændru,andrew
uwu4fɛbruwɛri,february
vf3əv,of
vp1stivən,stephen
vv2017əbriviedəd,abbreviated
vw1vɑgnɚ,wagner
wo14ɑntwɑn,antoine
wu636əbɑwt,about
ww1116æftɚwɚd,afterward
o10ɛniwən,anyone
zs4504əbrivieʃənz,abbreviations
zx2æŋzɑjədiz,anxieties
zz330ægənɑjzɪŋ,agonizing
æa3381æb,ab
æe7ʃɑjæn,cheyenne
ðd1fluðɚ,fflewddur
ðt157ɔlðo,although
ŋn2334əbzorbɪŋ,absorbing
ɑa942əfɑr,afar
ɑe34ʃɑjæn,cheyenne
ɑi17ɑntwɑn,antoine
ɑo2045æbdɑmənəl,abdominal
ɑji1713əbɑjd,abide
ɑjy219ælɑj,ally
ɔa417ɛrənɔdɪks,aeronautics
ɔe1krustʃɔf,khrushchev
ɔo243əbrɔd,abroad
əa3606ə,a
əc4məkɑrθi,mccarthy
əe2765əbriviedəd,abbreviated
əi1578æbdɑmənəl,abdominal
əo2966ɛrən,aaron
əu1889əbrəpt,abrupt
əy31ənæləsəs,analysis
əkc1məkdɑwəl,mcdowell
əll639ebəl,able
əmm37ælkəhɔlɪzəm,alcoholism
əwu28æktʃəwəl,actual
ɚl1kɚnəl,colonel
ɚr4044əbsɚd,absurd
ɛa469ɛrən,aaron
ɛe3825əbrɛst,abreast
ɛi18frɛnd,friend
ɛu5bɛriəl,burial
ɪa223ækjɚɪt,accurate
ɪe3895əbriviedɪd,abbreviated
ɪi7081əbɪlədiz,abilities
ɪo30æbɪt,abbot
ɪu20bɪzid,busied
ɪy151əbɪs,abyss
ʃc248æpəleʃən,appalachian
ʃs708əbɑlɪʃ,abolish
ʃt856əbrivieʃən,abbreviation
ʊo156ədəlthʊd,adulthood
ʊu130æmbʊʃ,ambush
ʒg86æknɑlɪdʒ,acknowledge
ʒj12ədʒesənt,adjacent
ʒs108eʒə,asia
ʒt2ɪkweʒən,equation
ʒz1siʒɚ,seizure
θt520ɛsθɛdɪk,aesthetic