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Fr tn #90

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29cfffe
add ES TN/ITN and tests
mgrafu Jan 25, 2023
90385a2
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jan 25, 2023
e829298
correct copyright and remove unused imports
mgrafu Jan 25, 2023
c77c9b5
Merge branch 'spanish' of github.com-mgrafu:NVIDIA/NeMo-text-processi…
mgrafu Jan 25, 2023
d3a3996
add initial structure for FR TN
mgrafu Jan 25, 2023
4943247
merge main
mgrafu Jan 27, 2023
29fe4ba
add FR TN for cardinals
mgrafu May 18, 2023
d458ec8
fix thousands separator
mgrafu May 18, 2023
b0d9abd
modify cardinals for reference in ordinal
mgrafu Jun 8, 2023
75b4360
add tests for FR ordinals
mgrafu Jun 8, 2023
24fe958
add FR TN for ordinals
mgrafu Jun 21, 2023
a3410e8
fix typo in es decimals
mgrafu Jul 7, 2023
e945e91
add tess for fr tn decimals
mgrafu Jul 8, 2023
aa07f1d
add sh tests for fr tn
mgrafu Jul 8, 2023
1e71bcf
add decimals to fr tn
mgrafu Jul 8, 2023
82fd626
add tests for fractions
mgrafu Jul 18, 2023
b390bbd
modify ordinals to fit fractions
mgrafu Jul 18, 2023
00a9d24
add fractions to fr tn
mgrafu Jul 18, 2023
d6b8ae9
Merge branch 'main' into FR_TN
mgrafu Jul 18, 2023
29cd7f6
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jul 18, 2023
1087326
add FR TN for ordinals
mgrafu Jun 21, 2023
7e780bb
Merge branch 'FR_TN' of github.com-mgrafu:NVIDIA/NeMo-text-processing…
mgrafu Jul 18, 2023
a983a86
update fr tn cache
mgrafu Jul 18, 2023
cb553a8
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jul 18, 2023
47bd86b
add FR TN for ordinals
mgrafu Jun 21, 2023
e86221c
add FR TN for ordinals
mgrafu Jun 21, 2023
f794c10
Bump setuptools from 59.5.0 to 65.5.1 in /requirements (#7)
dependabot[bot] Jan 5, 2023
d5d6ada
Fix AB norm for non Eng, add args description (#13)
ekmb Jan 11, 2023
3120816
bug fix
ekmb Jan 19, 2023
f5b0972
revert accidental push (#15)
ekmb Jan 19, 2023
c3009e4
bug fix (#16)
ekmb Jan 19, 2023
9e246a3
fix for audio-based TN non Eng (#17)
ekmb Jan 24, 2023
63f44b6
add ES TN/ITN and tests
mgrafu Jan 25, 2023
a04f1dc
correct copyright and remove unused imports
mgrafu Jan 25, 2023
728a752
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jan 25, 2023
c643580
add initial structure for FR TN
mgrafu Jan 25, 2023
69d1ed5
Arabic (#14)
anand-nv Jan 24, 2023
5d6c475
fix a pair of typos (#20)
jimregan Jan 25, 2023
6a0ed30
rebase branch
mgrafu Jul 18, 2023
6485027
add contributing (#21)
yzhang123 Jan 26, 2023
6616ac0
add FR TN for cardinals
mgrafu May 18, 2023
27c3430
fix thousands separator
mgrafu May 18, 2023
b467b2a
modify cardinals for reference in ordinal
mgrafu Jun 8, 2023
450d714
add tests for FR ordinals
mgrafu Jun 8, 2023
6dc0174
add FR TN for ordinals
mgrafu Jun 21, 2023
b2ca1b8
fix typo in es decimals
mgrafu Jul 7, 2023
9c77e2a
add tess for fr tn decimals
mgrafu Jul 8, 2023
4cae6a5
add sh tests for fr tn
mgrafu Jul 8, 2023
dc98718
add decimals to fr tn
mgrafu Jul 8, 2023
c5150ce
add tests for fractions
mgrafu Jul 18, 2023
2a492e0
modify ordinals to fit fractions
mgrafu Jul 18, 2023
33a69c4
add FR TN for ordinals
mgrafu Jun 21, 2023
fcf7b43
add jenkins file (#23)
ekmb Jan 30, 2023
5d47d7e
Swedish TN (#12)
jimregan Jan 30, 2023
94db66a
CI setup (#25)
ekmb Jan 30, 2023
a28ce84
Merge EN riva release 22.10 (#26)
anand-nv Jan 30, 2023
3a7415b
Eng TN - update urls to handle dictionary words (#27)
ekmb Feb 1, 2023
1ffb840
Tn en astronomical no (#28)
anand-nv Feb 1, 2023
37d6fc1
Add whitelist param to ITN (#30)
ekmb Feb 3, 2023
90aaf06
Eng tn itn (#31)
anand-nv Feb 3, 2023
a870ac1
Fix parse "None" as string (#33)
anand-nv Feb 6, 2023
dbe94fa
read double digits for telephone grammar (#32)
LarisaKe Feb 6, 2023
5dbdb57
Install (#35)
yzhang123 Feb 7, 2023
10f9222
Install (#36)
yzhang123 Feb 7, 2023
a42478d
0.1.6rc0 (#37)
ekmb Feb 8, 2023
d7893ab
Add ci (#39)
anand-nv Feb 10, 2023
5681e73
support the use of phonetic superscript letters for ordinals, because…
jimregan Feb 14, 2023
3431e37
update fr cache path for ci (#44)
mgrafu Feb 16, 2023
e8e3e7a
update ITN to work after Punctuation capitalization model (#22)
ekmb Feb 16, 2023
e6bafb2
En names (#42)
anand-nv Feb 19, 2023
7023326
update doc and fix alignment for itn (#47)
yzhang123 Feb 27, 2023
b6653ba
Align ci test (#51)
yzhang123 Mar 6, 2023
f0eeac1
Audio-based TN for Swedish (#49)
jimregan Mar 8, 2023
94d280f
fix sv tests (#52)
ekmb Mar 9, 2023
fd453bc
0.1.7 release (#53)
ekmb Mar 9, 2023
309fb1f
En names (#56)
anand-nv Mar 27, 2023
908a6ca
fix bug for hh:mm:ss normalization (#57)
mgrafu Mar 29, 2023
649efd9
rewrite regex to silence deprecation warning (#55)
jimregan Apr 5, 2023
c0c1937
Hungarian TN ✅ (#9)
jimregan Apr 5, 2023
f69cb59
Es bugfix (#59)
mgrafu Apr 7, 2023
8bccdf4
Store input_case in Normalizer (#65)
rlangman May 8, 2023
f3999f9
Swedish telephone fix (#60)
jimregan May 11, 2023
24bf2a5
log instead of print in graph_utils.py (#68)
eginhard May 17, 2023
d04fc3f
CER estimation speedup for audio-based text normalization (#73)
vsl9 May 27, 2023
f827a63
add measure coverage for TN and ITN (#62)
ealbasiri Jun 6, 2023
6ec3e28
upload es-ES, es-LA, fr-FR and it-IT g2p dicts (#63)
mgrafu Jun 6, 2023
09bb4a3
add country codes from hu (#77)
jimregan Jun 8, 2023
3db76ef
fix electronic case for username (#75)
ekmb Jun 8, 2023
b5ed022
0.1.8 release (#79)
ekmb Jun 13, 2023
5af3685
Codeswitched ES/EN ITN (#78)
anand-nv Jun 14, 2023
897974b
electronic verbalizer fallback (#81)
ekmb Jun 20, 2023
2136150
minor normalize.py edit for usability (#84)
lleaver Jun 28, 2023
5d8b240
Swedish ITN (#40)
jimregan Jun 29, 2023
01f68a7
Italian_TN (#67)
GiacomoLeoneMaria Jun 29, 2023
4391615
Zh itn (#74)
BuyuanCui Jun 30, 2023
dfdd254
updated pynini_export.py file to create far files (#88)
BuyuanCui Jul 6, 2023
0c701f1
readd Swedish (#87)
jimregan Jul 17, 2023
17060da
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jul 18, 2023
bc9f875
add FR TN for ordinals
mgrafu Jun 21, 2023
7291b35
Merge branch 'FR_TN' of github.com-mgrafu:NVIDIA/NeMo-text-processing…
mgrafu Jul 18, 2023
36ab46c
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jul 18, 2023
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1 change: 1 addition & 0 deletions .gitattributes
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
*.nemo filter=lfs diff=lfs merge=lfs -text
2 changes: 1 addition & 1 deletion Jenkinsfile
Original file line number Diff line number Diff line change
Expand Up @@ -16,7 +16,7 @@ pipeline {
EN_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-14-23-0'
ES_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-08-23-0'
ES_EN_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-13-23-1'
FR_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-08-23-0'
FR_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/07-18-23-0'
HU_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-08-23-0'
PT_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-08-23-0'
RU_TN_CACHE='/home/jenkinsci/TestData/text_norm/ci/grammars/06-08-23-0'
Expand Down
54 changes: 54 additions & 0 deletions nemo_text_processing/inverse_text_normalization/es/graph_utils.py
Original file line number Diff line number Diff line change
@@ -1,4 +1,5 @@
# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
# Copyright 2015 and onwards Google, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
Expand All @@ -18,6 +19,59 @@
from pynini.lib import pynutil


def int_to_roman(fst: 'pynini.FstLike') -> 'pynini.FstLike':
"""
Alters given fst to convert Arabic numerals into Roman integers (lower cased). Valid for values up to 3999.
e.g.
"5" -> "v"
"treinta y uno" -> "xxxi"
Args:
fst: Any fst. Composes fst onto Roman conversion outputs.
"""

def _load_roman(file: str):
roman_numerals = pynini.string_file(get_abs_path(file))
return pynini.invert(roman_numerals)

digit = _load_roman("data/roman/digit.tsv")
ties = _load_roman("data/roman/ties.tsv")
hundreds = _load_roman("data/roman/hundreds.tsv")
thousands = _load_roman("data/roman/thousands.tsv")

graph = (
digit
| ties + (digit | pynutil.add_weight(pynutil.delete("0"), 0.01))
| (
hundreds
+ (ties | pynutil.add_weight(pynutil.delete("0"), 0.01))
+ (digit | pynutil.add_weight(pynutil.delete("0"), 0.01))
)
| (
thousands
+ (hundreds | pynutil.add_weight(pynutil.delete("0"), 0.01))
+ (ties | pynutil.add_weight(pynutil.delete("0"), 0.01))
+ (digit | pynutil.add_weight(pynutil.delete("0"), 0.01))
)
).optimize()

return fst @ graph


# Copyright (c) 2022, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.


def int_to_roman(fst: 'pynini.FstLike') -> 'pynini.FstLike':
"""
Alters given fst to convert Arabic numerals into Roman integers (lower cased). Valid for values up to 3999.
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -37,8 +37,7 @@ def get_quantity(decimal_graph: "pynini.FstLike", cardinal_graph: "pynini.FstLik
"""
Returns FST that transforms either a cardinal or decimal followed by a quantity into a numeral,
e.g. 2 millones -> integer_part: "dos" quantity: "millones"
e.g. 2,4 millones -> integer_part: "dos" fractional_part: "quatro" quantity: "millones"
e.g. 2,400 millones -> integer_part: "dos mil cuatrocientos" fractional_part: "quatro" quantity: "millones"
e.g. 2,4 millones -> integer_part: "dos" fractional_part: "cuatro" quantity: "millones"

Args:
decimal_graph: DecimalFST
Expand Down
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/__init__.py
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@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/data/__init__.py
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@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/data/dates/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,7 @@
premième tout
deuxième demi
deuxièmes demi
troisième tiers
troisièmes tiers
quatrième quart
quatrièmes quarts
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/data/money/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
1 un
2 deux
3 trois
4 quatre
5 cinq
6 six
7 sept
8 huit
9 neuf
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
8 quatre-vingt
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
9 quatre-vingt
Original file line number Diff line number Diff line change
@@ -0,0 +1,10 @@
million
millions
milliard
milliards
billion
billions
billiard
billiards
trillion
trillions
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
7 soixante
Original file line number Diff line number Diff line change
@@ -0,0 +1,9 @@
11 onze
12 douze
13 treize
14 quatorze
15 quinze
16 seize
17 dix-sept
18 dix-huit
19 dix-neuf
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
10 dix
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
2 vingt
3 trente
4 quarante
5 cinquante
6 soixante
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
0 zéro
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,29 @@
quatre quatrième
cinq cinquième
neuf neuvième
onze onzième
douze douzième
treize treizième
quatorze quatorzième
quinze quinzième
seize seizième
dix-neuf dix neuvième
trente trentième
quarante quarantième
cinquante cinquantième
soixante soixantième
soixante-onze soixante onzième
soixante-douze soixante douzième
soixante-treize soixante treizième
soixante-quatorze soixante quatorzième
soixante-quinze soixante quinzième
soixante-seize soixante seizième
soixante-dix-neuf soixante dix neuvième
quatre-vingt-onze quatre vingt onzième
quatre-vingt-douze quatre vingt douzième
quatre-vingt-treize quatre vingt treizième
quatre-vingt-quatorze quatre vingt quatorzième
quatre-vingt-quinze quatre vingt quinzième
quatre-vingt-seize quatre vingt seizième
quatre-vingt-dix-neuf quatre vingt dix neuvième
mille millième
Original file line number Diff line number Diff line change
@@ -0,0 +1,5 @@
e ième
ème ième
° ième
er ier
ère ière
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/data/roman/__init__.py
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@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/data/time/__init__.py
Original file line number Diff line number Diff line change
@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
Empty file.
13 changes: 13 additions & 0 deletions nemo_text_processing/text_normalization/fr/taggers/__init__.py
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@@ -0,0 +1,13 @@
# Copyright (c) 2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
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