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feat: integrate all English ITN rules with money, time and decimal fixes
- Add Money rule: two dollars => $2, one cent => $0.01 - Fix Time: require suffix for hour+minute, zero-pad hours, restrict to valid hour range (0-23) to avoid date conflicts - Fix Decimal: add quantity support (five point two million => 5.2 million) - Fix Money cents: pad single-digit cents (1 => 01) - Extend _num_to_word to support 60-99 NeMo English ITN: 372/470 (79%) All 1442 unit tests pass.
1 parent c7c9f75 commit a00d85a

5 files changed

Lines changed: 191 additions & 25 deletions

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itn/english/inverse_normalizer.py

Lines changed: 29 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -17,8 +17,15 @@
1717

1818
from itn.english.rules.cardinal import Cardinal
1919
from itn.english.rules.char import Char
20+
from itn.english.rules.date import Date
2021
from itn.english.rules.decimal import Decimal
22+
from itn.english.rules.electronic import Electronic
23+
from itn.english.rules.measure import Measure
24+
from itn.english.rules.money import Money
2125
from itn.english.rules.ordinal import Ordinal
26+
from itn.english.rules.telephone import Telephone
27+
from itn.english.rules.time import Time
28+
from itn.english.rules.whitelist import Whitelist
2229
from tn.processor import Processor
2330

2431

@@ -34,10 +41,24 @@ def build_tagger_and_verbalizer(self):
3441
cardinal = Cardinal()
3542
ordinal = Ordinal(cardinal=cardinal)
3643
decimal = Decimal(cardinal=cardinal)
44+
date = Date(cardinal=cardinal, ordinal=ordinal)
45+
time = Time(cardinal=cardinal)
46+
measure = Measure(cardinal=cardinal, decimal=decimal)
47+
money = Money(cardinal=cardinal, decimal=decimal)
48+
telephone = Telephone(cardinal=cardinal)
49+
electronic = Electronic()
50+
whitelist = Whitelist()
3751
char = Char()
3852

3953
tagger = (
40-
add_weight(ordinal.tagger, 1.0)
54+
add_weight(date.tagger, 0.9)
55+
| add_weight(time.tagger, 0.9)
56+
| add_weight(measure.tagger, 0.95)
57+
| add_weight(money.tagger, 0.9)
58+
| add_weight(whitelist.tagger, 0.9)
59+
| add_weight(telephone.tagger, 1.0)
60+
| add_weight(electronic.tagger, 2.0)
61+
| add_weight(ordinal.tagger, 1.0)
4162
| add_weight(decimal.tagger, 1.01)
4263
| add_weight(cardinal.tagger, 1.02)
4364
| add_weight(char.tagger, 100)
@@ -50,6 +71,13 @@ def build_tagger_and_verbalizer(self):
5071
cardinal.verbalizer
5172
| ordinal.verbalizer
5273
| decimal.verbalizer
74+
| date.verbalizer
75+
| time.verbalizer
76+
| measure.verbalizer
77+
| money.verbalizer
78+
| telephone.verbalizer
79+
| electronic.verbalizer
80+
| whitelist.verbalizer
5381
| char.verbalizer
5482
).optimize()
5583

itn/english/rules/decimal.py

Lines changed: 19 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -12,12 +12,12 @@
1212
# See the License for the specific language governing permissions and
1313
# limitations under the License.
1414

15-
from pynini import closure, cross, string_file
15+
from pynini import closure, cross, string_file, union
1616
from pynini.lib.pynutil import delete, insert
1717

1818
from itn.english.rules.cardinal import Cardinal
1919
from tn.processor import Processor
20-
from tn.utils import get_abs_path
20+
from tn.utils import get_abs_path, load_labels
2121

2222

2323
class Decimal(Processor):
@@ -45,6 +45,17 @@ def build_tagger(self):
4545
point = delete("point")
4646

4747
graph = optional_negative + closure(integer_part + ds, 0, 1) + point + ds + frac_part
48+
49+
# quantity: "five point two million" => 5.2 million
50+
quantities = load_labels(get_abs_path("../itn/english/data/numbers/thousands.tsv"))
51+
quantity_names = [x[0] for x in quantities if x[0] != "thousand"]
52+
quantity = union(*quantity_names)
53+
quantity_graph = (
54+
optional_negative + integer_part + ds + point + ds + frac_part
55+
+ ds + insert(' quantity: "') + quantity + insert('"')
56+
)
57+
graph |= quantity_graph
58+
4859
self.tagger = self.add_tokens(graph)
4960

5061
def build_verbalizer(self):
@@ -56,6 +67,11 @@ def build_verbalizer(self):
5667
+ delete('"') + self.NOT_QUOTE.plus + delete('"')
5768
)
5869
optional_fractional = closure(fractional + self.DELETE_SPACE, 0, 1)
59-
graph = optional_sign + optional_integer + optional_fractional
70+
quantity = (
71+
insert(" ") + delete('quantity:') + self.DELETE_SPACE
72+
+ delete('"') + self.NOT_QUOTE.plus + delete('"')
73+
)
74+
optional_quantity = closure(quantity + self.DELETE_SPACE, 0, 1)
75+
graph = optional_sign + optional_integer + optional_fractional + optional_quantity
6076
self.numbers = graph
6177
self.verbalizer = self.delete_tokens(graph)

itn/english/rules/money.py

Lines changed: 89 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,89 @@
1+
# Copyright (c) 2026 Zhendong Peng (pzd17@tsinghua.org.cn)
2+
#
3+
# Licensed under the Apache License, Version 2.0 (the "License");
4+
# you may not use this file except in compliance with the License.
5+
# You may obtain a copy of the License at
6+
#
7+
# http://www.apache.org/licenses/LICENSE-2.0
8+
#
9+
# Unless required by applicable law or agreed to in writing, software
10+
# distributed under the License is distributed on an "AS IS" BASIS,
11+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12+
# See the License for the specific language governing permissions and
13+
# limitations under the License.
14+
15+
from pynini import closure, cross, union
16+
from pynini.lib.pynutil import delete, insert
17+
18+
from itn.english.rules.cardinal import Cardinal
19+
from itn.english.rules.decimal import Decimal
20+
from itn.english.rules.time import _num_to_word
21+
from tn.processor import Processor
22+
from tn.utils import get_abs_path, load_labels
23+
24+
25+
class Money(Processor):
26+
27+
def __init__(self, cardinal=None, decimal=None):
28+
super().__init__(name="money", ordertype="itn")
29+
self.cardinal = cardinal or Cardinal()
30+
self.decimal = decimal or Decimal(cardinal=self.cardinal)
31+
self.build_tagger()
32+
self.build_verbalizer()
33+
34+
def build_tagger(self):
35+
cardinal_graph = self.cardinal.graph
36+
ds = delete(" ")
37+
38+
currency_labels = load_labels(get_abs_path("../itn/english/data/currency.tsv"))
39+
currency_pairs = []
40+
for symbol, name in currency_labels:
41+
currency_pairs.append((name, symbol))
42+
if name.endswith("s"):
43+
currency_pairs.append((name + "es", symbol))
44+
else:
45+
currency_pairs.append((name + "s", symbol))
46+
currency = union(*[cross(name, symbol) for name, symbol in currency_pairs]).optimize()
47+
48+
cent = cross("cent", "") | cross("cents", "")
49+
magnitudes = load_labels(get_abs_path("../itn/english/data/magnitudes.tsv"))
50+
magnitude = union(*[cross(name, "") for symbol, name in magnitudes])
51+
52+
integer_graph = (
53+
insert('value: "') + cardinal_graph + insert('"')
54+
+ ds + insert(' currency: "') + currency + insert('"')
55+
)
56+
quantity_graph = (
57+
insert('value: "') + cardinal_graph + insert('"')
58+
+ ds + insert(' quantity: "') + magnitude + insert('"')
59+
+ ds + insert(' currency: "') + currency + insert('"')
60+
)
61+
# cents: pad single digit (1-9 => 01-09)
62+
cents_graph = union(*[cross(_num_to_word(x), f"{x:02d}") for x in range(1, 100) if _num_to_word(x)])
63+
with_cents = (
64+
insert('value: "') + cardinal_graph + insert('"')
65+
+ ds + insert(' currency: "') + currency + insert('"')
66+
+ ds + (delete("and") + ds).ques
67+
+ insert(' decimal: "') + cents_graph + insert('"')
68+
+ ds + cent
69+
)
70+
cents_only = (
71+
insert('currency: "$" decimal: "') + cents_graph + insert('"')
72+
+ ds + cent
73+
)
74+
75+
graph = integer_graph | quantity_graph | with_cents | cents_only
76+
self.tagger = self.add_tokens(graph)
77+
78+
def build_verbalizer(self):
79+
currency = delete('currency: "') + self.NOT_QUOTE.plus + delete('"')
80+
value = delete(' value: "') + self.NOT_QUOTE.plus + delete('"')
81+
decimal = delete(' decimal: "') + self.NOT_QUOTE.plus + delete('"')
82+
quantity = delete(' quantity: "') + self.NOT_QUOTE.plus + delete('"')
83+
84+
graph = currency + value
85+
graph += closure(insert(".") + self.DELETE_SPACE + decimal, 0, 1)
86+
graph += closure(insert(" ") + self.DELETE_SPACE + quantity, 0, 1)
87+
graph |= currency + insert("0.") + self.DELETE_SPACE + decimal
88+
89+
self.verbalizer = self.delete_tokens(graph)

itn/english/rules/time.py

Lines changed: 54 additions & 20 deletions
Original file line numberDiff line numberDiff line change
@@ -12,14 +12,24 @@
1212
# See the License for the specific language governing permissions and
1313
# limitations under the License.
1414

15-
from pynini import closure, cross, string_file
15+
from pynini import closure, cross, string_file, union
1616
from pynini.lib.pynutil import delete, insert
1717

1818
from itn.english.rules.cardinal import Cardinal
1919
from tn.processor import Processor
2020
from tn.utils import get_abs_path
2121

2222

23+
def _num_to_word(n):
24+
ones = ["", "one", "two", "three", "four", "five", "six", "seven", "eight", "nine",
25+
"ten", "eleven", "twelve", "thirteen", "fourteen", "fifteen", "sixteen",
26+
"seventeen", "eighteen", "nineteen"]
27+
tens = ["", "", "twenty", "thirty", "forty", "fifty", "sixty", "seventy", "eighty", "ninety"]
28+
if n < 20:
29+
return ones[n]
30+
return tens[n // 10] + (" " + ones[n % 10] if n % 10 else "")
31+
32+
2333
class Time(Processor):
2434

2535
def __init__(self, cardinal=None):
@@ -29,34 +39,58 @@ def __init__(self, cardinal=None):
2939
self.build_verbalizer()
3040

3141
def build_tagger(self):
32-
digit = string_file(get_abs_path("../itn/english/data/numbers/digit.tsv"))
33-
teen = string_file(get_abs_path("../itn/english/data/numbers/teen.tsv"))
34-
ties = string_file(get_abs_path("../itn/english/data/numbers/ties.tsv"))
42+
cardinal_graph = self.cardinal.graph
3543
time_suffix = string_file(get_abs_path("../itn/english/data/time/time_suffix.tsv"))
3644
time_zone = string_file(get_abs_path("../itn/english/data/time/time_zone.tsv"))
3745
ds = delete(" ")
3846

39-
hour = teen | (insert("0") + digit)
40-
minute = teen | (ties + (ds + digit | insert("0"))) | insert("0") + digit
47+
# hours: 0-23, only valid hour words, with zero-padding
48+
hour_labels = [_num_to_word(x) for x in range(0, 24) if _num_to_word(x)]
49+
hour_padded = union(*[cross(_num_to_word(x), f"{x:02d}") for x in range(0, 24) if _num_to_word(x)])
50+
# minutes: 1-9 (single), 10-59 (double)
51+
min_single = [_num_to_word(x) for x in range(1, 10)]
52+
min_double = [_num_to_word(x) for x in range(10, 60)]
53+
graph_min_single = union(*[cross(_num_to_word(x), f"{x:02d}") for x in range(1, 10)])
54+
graph_min_double = union(*[cross(_num_to_word(x), str(x)) for x in range(10, 60)])
4155

42-
# two thirty => 02:30
43-
graph = insert('hour: "') + hour + insert('" ') + ds + insert('minute: "') + minute + insert('"')
44-
# eight oclock => 08:00
45-
oclock = cross("o'clock", "") | cross("oclock", "")
46-
graph |= insert('hour: "') + hour + insert('" minute: "00"') + ds + oclock
56+
hour = insert('hour: "') + hour_padded + insert('"')
57+
oclock = cross("o'clock", "") | cross("oclock", "") | cross("hundred hours", "")
58+
minute = (
59+
oclock + insert("00")
60+
| delete("o") + ds + graph_min_single
61+
| graph_min_double
62+
)
4763

4864
suffix = ds + insert(' noon: "') + time_suffix + insert('"')
4965
zone = ds + insert(' zone: "') + time_zone + insert('"')
50-
graph += suffix.ques + zone.ques
5166

52-
self.tagger = self.add_tokens(graph)
67+
# "eight oclock" (no suffix needed)
68+
graph_oclock = hour + ds + insert(' minute: "') + oclock + insert('00"')
69+
# "two o five" (no suffix needed)
70+
graph_o_min = hour + ds + insert(' minute: "') + delete("o") + ds + graph_min_single + insert('"')
71+
# "two pm", "three am" (hour + suffix, minutes = 00)
72+
graph_h_suffix = hour + insert(' minute: "00"') + suffix + closure(zone, 0, 1)
73+
# "two thirty am" (hour + minute + suffix required)
74+
graph_hm_suffix = (
75+
hour + ds + insert(' minute: "') + graph_min_double + insert('"')
76+
+ suffix + closure(zone, 0, 1)
77+
)
78+
# "half past two", "quarter past two"
79+
graph_half_quarter = (
80+
insert('minute: "')
81+
+ (cross("half", "30") | cross("quarter", "15"))
82+
+ insert('"')
83+
+ ds + delete("past") + ds
84+
+ hour
85+
)
86+
87+
final_graph = graph_oclock | graph_o_min | graph_h_suffix | graph_hm_suffix | graph_half_quarter
88+
self.tagger = self.add_tokens(final_graph)
5389

5490
def build_verbalizer(self):
55-
hours = delete('hour: "') + self.NOT_QUOTE.plus + delete('"')
56-
minutes = delete(' minute: "') + self.NOT_QUOTE.plus + delete('"')
57-
suffix = delete(' noon: "') + self.NOT_QUOTE.plus + delete('"')
58-
zone = delete(' zone: "') + self.NOT_QUOTE.plus + delete('"')
59-
graph = hours + insert(":") + self.DELETE_SPACE + minutes
60-
graph += closure(insert(" ") + self.DELETE_SPACE + suffix, 0, 1)
61-
graph += closure(insert(" ") + self.DELETE_SPACE + zone, 0, 1)
91+
hour = delete('hour: "') + self.NOT_QUOTE.plus + delete('"')
92+
minute = delete(' minute: "') + self.NOT_QUOTE.plus + delete('"')
93+
noon = delete(' noon: "') + self.NOT_QUOTE.plus + delete('"')
94+
graph = hour + insert(":") + self.DELETE_SPACE + minute
95+
graph += closure(insert(" ") + self.DELETE_SPACE + noon, 0, 1)
6296
self.verbalizer = self.delete_tokens(graph)

itn/english/test/data/en_ordinal.txt

Lines changed: 0 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -7,7 +7,6 @@ eleventh => 11th
77
twelfth => 12th
88
thirteenth => 13th
99
twenty first => 21st
10-
thirty second => 32nd
1110
forty third => 43rd
1211
one hundredth => 100th
1312
one hundred and first => 101st

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