diff --git a/README.md b/README.md
index c04f5563bf237bad2ca8f5986c573f023eceb2a1..b3ed51447acf39a7290329378030062ec1bf7273 100644
--- a/README.md
+++ b/README.md
@@ -73,6 +73,1358 @@ task_categories:
 - text-classification
 size_categories:
 - 1B<n<10B
+configs:
+- config_name: arabic
+  data_files:
+  - split: train
+    path: arabic/train-*
+- config_name: armenian
+  data_files:
+  - split: train
+    path: armenian/train-*
+- config_name: azerbaijani
+  data_files:
+  - split: train
+    path: azerbaijani/train-*
+- config_name: basque
+  data_files:
+  - split: train
+    path: basque/train-*
+- config_name: belarusian
+  data_files:
+  - split: train
+    path: belarusian/train-*
+- config_name: bengali
+  data_files:
+  - split: train
+    path: bengali/train-*
+- config_name: bosnian
+  data_files:
+  - split: train
+    path: bosnian/train-*
+- config_name: brazillian_portuguese
+  data_files:
+  - split: train
+    path: brazillian_portuguese/train-*
+- config_name: bulgarian
+  data_files:
+  - split: train
+    path: bulgarian/train-*
+- config_name: bulgarian_english
+  data_files:
+  - split: train
+    path: bulgarian_english/train-*
+- config_name: burmese
+  data_files:
+  - split: train
+    path: burmese/train-*
+- config_name: cambodian_khmer
+  data_files:
+  - split: train
+    path: cambodian_khmer/train-*
+- config_name: catalan
+  data_files:
+  - split: train
+    path: catalan/train-*
+- config_name: croatian
+  data_files:
+  - split: train
+    path: croatian/train-*
+- config_name: czech
+  data_files:
+  - split: train
+    path: czech/train-*
+- config_name: danish
+  data_files:
+  - split: train
+    path: danish/train-*
+- config_name: dutch
+  data_files:
+  - split: train
+    path: dutch/train-*
+- config_name: dutch_english
+  data_files:
+  - split: train
+    path: dutch_english/train-*
+- config_name: english
+  data_files:
+  - split: train
+    path: english/train-*
+- config_name: english_german
+  data_files:
+  - split: train
+    path: english_german/train-*
+- config_name: esperanto
+  data_files:
+  - split: train
+    path: esperanto/train-*
+- config_name: estonian
+  data_files:
+  - split: train
+    path: estonian/train-*
+- config_name: farsi_persian
+  data_files:
+  - split: train
+    path: farsi_persian/train-*
+- config_name: finnish
+  data_files:
+  - split: train
+    path: finnish/train-*
+- config_name: french
+  data_files:
+  - split: train
+    path: french/train-*
+- config_name: georgian
+  data_files:
+  - split: train
+    path: georgian/train-*
+- config_name: german
+  data_files:
+  - split: train
+    path: german/train-*
+- config_name: greek
+  data_files:
+  - split: train
+    path: greek/train-*
+- config_name: greenlandic
+  data_files:
+  - split: train
+    path: greenlandic/train-*
+- config_name: hebrew
+  data_files:
+  - split: train
+    path: hebrew/train-*
+- config_name: hindi
+  data_files:
+  - split: train
+    path: hindi/train-*
+- config_name: hungarian
+  data_files:
+  - split: train
+    path: hungarian/train-*
+- config_name: hungarian_english
+  data_files:
+  - split: train
+    path: hungarian_english/train-*
+- config_name: icelandic
+  data_files:
+  - split: train
+    path: icelandic/train-*
+- config_name: indonesian
+  data_files:
+  - split: train
+    path: indonesian/train-*
+- config_name: italian
+  data_files:
+  - split: train
+    path: italian/train-*
+- config_name: japanese
+  data_files:
+  - split: train
+    path: japanese/train-*
+- config_name: kannada
+  data_files:
+  - split: train
+    path: kannada/train-*
+- config_name: korean
+  data_files:
+  - split: train
+    path: korean/train-*
+- config_name: kurdish
+  data_files:
+  - split: train
+    path: kurdish/train-*
+- config_name: latvian
+  data_files:
+  - split: train
+    path: latvian/train-*
+- config_name: lithuanian
+  data_files:
+  - split: train
+    path: lithuanian/train-*
+- config_name: macedonian
+  data_files:
+  - split: train
+    path: macedonian/train-*
+- config_name: malay
+  data_files:
+  - split: train
+    path: malay/train-*
+- config_name: malayalam
+  data_files:
+  - split: train
+    path: malayalam/train-*
+- config_name: manipuri
+  data_files:
+  - split: train
+    path: manipuri/train-*
+- config_name: mongolian
+  data_files:
+  - split: train
+    path: mongolian/train-*
+- config_name: nepali
+  data_files:
+  - split: train
+    path: nepali/train-*
+- config_name: norwegian
+  data_files:
+  - split: train
+    path: norwegian/train-*
+- config_name: pashto
+  data_files:
+  - split: train
+    path: pashto/train-*
+- config_name: polish
+  data_files:
+  - split: train
+    path: polish/train-*
+- config_name: portuguese
+  data_files:
+  - split: train
+    path: portuguese/train-*
+- config_name: punjabi
+  data_files:
+  - split: train
+    path: punjabi/train-*
+- config_name: romanian
+  data_files:
+  - split: train
+    path: romanian/train-*
+- config_name: russian
+  data_files:
+  - split: train
+    path: russian/train-*
+- config_name: serbian
+  data_files:
+  - split: train
+    path: serbian/train-*
+- config_name: simplified_chinese
+  data_files:
+  - split: train
+    path: simplified_chinese/train-*
+- config_name: sinhala
+  data_files:
+  - split: train
+    path: sinhala/train-*
+- config_name: slovak
+  data_files:
+  - split: train
+    path: slovak/train-*
+- config_name: slovenian
+  data_files:
+  - split: train
+    path: slovenian/train-*
+- config_name: somali
+  data_files:
+  - split: train
+    path: somali/train-*
+- config_name: spanish
+  data_files:
+  - split: train
+    path: spanish/train-*
+- config_name: sundanese
+  data_files:
+  - split: train
+    path: sundanese/train-*
+- config_name: swahili
+  data_files:
+  - split: train
+    path: swahili/train-*
+- config_name: swedish
+  data_files:
+  - split: train
+    path: swedish/train-*
+- config_name: tagalog
+  data_files:
+  - split: train
+    path: tagalog/train-*
+- config_name: tamil
+  data_files:
+  - split: train
+    path: tamil/train-*
+- config_name: telugu
+  data_files:
+  - split: train
+    path: telugu/train-*
+- config_name: thai
+  data_files:
+  - split: train
+    path: thai/train-*
+- config_name: traditional_chinese
+  data_files:
+  - split: train
+    path: traditional_chinese/train-*
+- config_name: turkish
+  data_files:
+  - split: train
+    path: turkish/train-*
+- config_name: ukranian
+  data_files:
+  - split: train
+    path: ukranian/train-*
+- config_name: urdu
+  data_files:
+  - split: train
+    path: urdu/train-*
+- config_name: vietnamese
+  data_files:
+  - split: train
+    path: vietnamese/train-*
+- config_name: yoruba
+  data_files:
+  - split: train
+    path: yoruba/train-*
+dataset_info:
+- config_name: arabic
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 60217732058
+    num_examples: 688266
+  download_size: 20436008079
+  dataset_size: 60217732058
+- config_name: armenian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 933185
+    num_examples: 14
+  download_size: 358434
+  dataset_size: 933185
+- config_name: azerbaijani
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 5714193
+    num_examples: 67
+  download_size: 2229461
+  dataset_size: 5714193
+- config_name: basque
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 36338894
+    num_examples: 396
+  download_size: 13448777
+  dataset_size: 36338894
+- config_name: belarusian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 3182036
+    num_examples: 36
+  download_size: 1223030
+  dataset_size: 3182036
+- config_name: bengali
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 2585621714
+    num_examples: 19519
+  download_size: 862017318
+  dataset_size: 2585621714
+- config_name: bosnian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 51019891
+    num_examples: 591
+  download_size: 20319480
+  dataset_size: 51019891
+- config_name: brazillian_portuguese
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 9136375694
+    num_examples: 103770
+  download_size: 3085400762
+  dataset_size: 9136375694
+- config_name: bulgarian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 324426025
+    num_examples: 2511
+  download_size: 124216106
+  dataset_size: 324426025
+- config_name: bulgarian_english
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4231244
+    num_examples: 48
+  download_size: 1673031
+  dataset_size: 4231244
+- config_name: burmese
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 725210545
+    num_examples: 4983
+  download_size: 225005192
+  dataset_size: 725210545
+- config_name: cambodian_khmer
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 167013058
+    num_examples: 1179
+  download_size: 55947307
+  dataset_size: 167013058
+- config_name: catalan
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 70807291
+    num_examples: 664
+  download_size: 27942640
+  dataset_size: 70807291
+- config_name: croatian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 1108431792
+    num_examples: 13095
+  download_size: 443263200
+  dataset_size: 1108431792
+- config_name: czech
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 2402087615
+    num_examples: 29065
+  download_size: 962028845
+  dataset_size: 2402087615
+- config_name: danish
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 12080341988
+    num_examples: 161693
+  download_size: 4789894906
+  dataset_size: 12080341988
+- config_name: dutch
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 5525721916
+    num_examples: 62675
+  download_size: 2170730439
+  dataset_size: 5525721916
+- config_name: dutch_english
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 28333639
+    num_examples: 256
+  download_size: 11173333
+  dataset_size: 28333639
+- config_name: english
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 127758272255
+    num_examples: 1394476
+  download_size: 47200309423
+  dataset_size: 127758272255
+- config_name: english_german
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 160445414
+    num_examples: 1351
+  download_size: 64667071
+  dataset_size: 160445414
+- config_name: esperanto
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4602808
+    num_examples: 58
+  download_size: 1824810
+  dataset_size: 4602808
+- config_name: estonian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 345730169
+    num_examples: 3374
+  download_size: 137873578
+  dataset_size: 345730169
+- config_name: farsi_persian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 42629116098
+    num_examples: 465268
+  download_size: 15045514494
+  dataset_size: 42629116098
+- config_name: finnish
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4338610552
+    num_examples: 52409
+  download_size: 1753512304
+  dataset_size: 4338610552
+- config_name: french
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 18230462020
+    num_examples: 218751
+  download_size: 7143442861
+  dataset_size: 18230462020
+- config_name: georgian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 2300595
+    num_examples: 14
+  download_size: 697949
+  dataset_size: 2300595
+- config_name: german
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 3036176137
+    num_examples: 33880
+  download_size: 1200075233
+  dataset_size: 3036176137
+- config_name: greek
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4514152434
+    num_examples: 40224
+  download_size: 1657829156
+  dataset_size: 4514152434
+- config_name: greenlandic
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 10222625
+    num_examples: 130
+  download_size: 4037843
+  dataset_size: 10222625
+- config_name: hebrew
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 4874352184
+    num_examples: 50501
+  download_size: 1743222165
+  dataset_size: 4874352184
+- config_name: hindi
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 575858078
+    num_examples: 4046
+  download_size: 187469002
+  dataset_size: 575858078
+- config_name: hungarian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 1226573195
+    num_examples: 13049
+  download_size: 495242068
+  dataset_size: 1226573195
+- config_name: hungarian_english
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
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+    num_examples: 4
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+- config_name: icelandic
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 476087315
+    num_examples: 3718
+  download_size: 187648305
+  dataset_size: 476087315
+- config_name: indonesian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 39108956282
+    num_examples: 426684
+  download_size: 13816448052
+  dataset_size: 39108956282
+- config_name: italian
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 9697008348
+    num_examples: 118540
+  download_size: 3774616211
+  dataset_size: 9697008348
+- config_name: japanese
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 2015626384
+    num_examples: 25432
+  download_size: 732957127
+  dataset_size: 2015626384
+- config_name: kannada
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 21763658
+    num_examples: 147
+  download_size: 6770593
+  dataset_size: 21763658
+- config_name: korean
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 5517468943
+    num_examples: 60844
+  download_size: 2131393868
+  dataset_size: 5517468943
+- config_name: kurdish
+  features:
+  - name: subtitle_name
+    dtype: string
+  - name: file_name
+    dtype: string
+  - name: transcript
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 72841644
+    num_examples: 954
+  download_size: 25939767
+  dataset_size: 72841644
+- config_name: latvian
+  features:
+  - name: subtitle_name
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 ---
 
 
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diff --git a/subscene.py b/subscene.py
deleted file mode 100644
index a40aec2da6e325f6acfb30856591f9bd429b704e..0000000000000000000000000000000000000000
--- a/subscene.py
+++ /dev/null
@@ -1,220 +0,0 @@
-#Copyright 2020 The HuggingFace Datasets Authors and the current dataset script contributor.
-#
-# 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.
-# TODO: Address all TODOs and remove all explanatory comments
-"""TODO: Add a description here."""
-
-
-import csv
-import json
-import os
-
-import datasets
-import gzip
-
-# TODO: Add BibTeX citation
-# Find for instance the citation on arxiv or on the dataset repo/website
-_CITATION = """\
-@misc{refine-ai,
-author = {Refine AI},
-title = {Subscene: A Large-Scale Multilingual Subtitle Dataset},
-year = {2024},
-}
-"""
-
-# TODO: Add description of the dataset here
-# You can copy an official description
-_DESCRIPTION = """\
-Subscene is a vast collection of multilingual subtitles, encompassing 65 different languages and consisting of more than 30 billion tokens with a total size of 410.70 GB. This dataset includes subtitles for movies, series, and animations gathered from the Subscene dump. It provides a rich resource for studying language variations and building multilingual NLP models. We have carefully applied a fastText classifier to remove any non-language content from incorrect subsets. Additionally, we performed basic cleaning and filtration. However, there is still room for further cleaning and refinement.
-"""
-
-# TODO: Add a link to an official homepage for the dataset here
-_HOMEPAGE = "https://archive.org/details/subscene-final-dump"
-
-# TODO: Add the licence for the dataset here if you can find it
-_LICENSE = ""
-
-# TODO: Add link to the official dataset URLs here
-# The HuggingFace Datasets library doesn't host the datasets but only points to the original files.
-# This can be an arbitrary nested dict/list of URLs (see below in _split_generators method)
-_URLS = "https://huggingface.co/datasets/refine-ai/subscene/resolve/main/{Lang}/{Lang}_subscene_{split}{index}.json.gz"
-
-
-_N_FILES_PER_SPLIT = {
-    # 'albanian': {'train': 1},
-    'arabic': {'train': 33},
-    'armenian': {'train': 1},
-    'azerbaijani': {'train': 1},
-    'basque': {'train': 1},
-    'belarusian': {'train': 1},
-    'bengali': {'train': 2},
-    'traditional_chinese': {'train': 1},
-    'bosnian': {'train': 1},
-    'brazillian_portuguese': {'train': 6},
-    'bulgarian': {'train': 1},
-    'bulgarian_english': {'train': 1},
-    'burmese': {'train': 1},
-    'cambodian_khmer': {'train': 1},
-    'catalan': {'train': 1},
-    'simplified_chinese': {'train': 1},
-    'croatian': {'train': 1},
-    'czech': {'train': 2},
-    'danish': {'train': 8},
-    'dutch': {'train': 4},
-    'dutch_english': {'train': 1},
-    'english': {'train': 82},
-    'english_german': {'train': 1},
-    'esperanto': {'train': 1},
-    'estonian': {'train': 1},
-    'farsi_persian': {'train': 23},
-    'finnish': {'train': 3},
-    'french': {'train': 12},
-    'georgian': {'train': 1},
-    'german': {'train': 2},
-    'greek': {'train': 3},
-    'greenlandic': {'train': 1},
-    'hebrew': {'train': 3},
-    'hindi': {'train': 1},
-    'hungarian': {'train': 1},
-    'hungarian_english': {'train': 1},
-    'icelandic': {'train': 1},
-    'indonesian': {'train': 25},
-    'italian': {'train': 7},
-    'japanese': {'train': 2},
-    'kannada': {'train': 1},
-    'korean': {'train': 3},
-    'kurdish': {'train': 1},
-    'latvian': {'train': 1},
-    'lithuanian': {'train': 1},
-    'macedonian': {'train': 1},
-    'malay': {'train': 4},
-    'malayalam': {'train': 1},
-    'manipuri': {'train': 1},
-    'mongolian': {'train': 1},
-    'nepali': {'train': 1},
-    'norwegian': {'train': 5},
-    'pashto': {'train': 1},
-    'polish': {'train': 2},
-    'portuguese': {'train': 3},
-    'punjabi': {'train': 1},
-    'romanian': {'train': 3},
-    'russian': {'train': 1},
-    'serbian': {'train': 1},
-    'sinhala': {'train': 1},
-    'slovak': {'train': 1},
-    'slovenian': {'train': 1},
-    'somali': {'train': 1},
-    'spanish': {'train': 7},
-    'sundanese': {'train': 1},
-    'swahili': {'train': 1},
-    'swedish': {'train': 5},
-    'tagalog': {'train': 1},
-    'tamil': {'train': 1},
-    'telugu': {'train': 1},
-    'thai': {'train': 4},
-    'turkish': {'train': 5},
-    'ukranian': {'train': 1},
-    'urdu': {'train': 1},
-    'vietnamese': {'train': 10},
-    'yoruba': {'train': 1}
-}
-
-_LangID = ['arabic', 'armenian', 'azerbaijani', 'basque', 'belarusian', 'bengali', 'traditional_chinese', 'bosnian', 'brazillian_portuguese', 'bulgarian', 'bulgarian_english', 'burmese', 'cambodian_khmer', 'catalan', 'simplified_chinese', 'croatian', 'czech', 'danish', 'dutch', 'dutch_english', 'english', 'english_german', 'esperanto', 'estonian', 'farsi_persian', 'finnish', 'french', 'georgian', 'german', 'greek', 'greenlandic', 'hebrew', 'hindi', 'hungarian', 'hungarian_english', 'icelandic', 'indonesian', 'italian', 'japanese', 'kannada', 'korean', 'kurdish', 'latvian', 'lithuanian', 'macedonian', 'malay', 'malayalam', 'manipuri', 'mongolian', 'nepali', 'norwegian', 'pashto', 'polish', 'portuguese', 'punjabi', 'romanian', 'russian', 'serbian', 'sinhala', 'slovak', 'slovenian', 'somali', 'spanish', 'sundanese', 'swahili', 'swedish', 'tagalog', 'tamil', 'telugu', 'thai', 'turkish', 'ukranian', 'urdu', 'vietnamese', 'yoruba']
-
-class SubsceneConfig(datasets.BuilderConfig):
-    """ Builder config for Subscene Dataset. """
-
-    def __init__(self, subset, **kwargs):
-        super(SubsceneConfig, self).__init__(**kwargs)
-
-        if subset !="all":
-
-            self.subset = [subset]
-        else:
-            self.subset = _LangID
-
-class Subscene(datasets.GeneratorBasedBuilder):
-    """TODO: Short description of my dataset."""
-    VERSION = datasets.Version("1.1.0")
-    BUILDER_CONFIGS_CLASS = SubsceneConfig
-    BUILDER_CONFIGS = [
-        SubsceneConfig(name=subset,
-        subset=subset,
-        version=datasets.Version("1.1.0", ""),
-        description='')
-        for subset in _LangID
-    ]
-
-
-    def _info(self):
-        # information about the datasets and feature type of the datasets items.
-
-        features = datasets.Features(
-            {
-                "subtitle_name": datasets.Value("string"),
-                "file_name": datasets.Value("string"),
-                "transcript": datasets.Value("string"),
-            }
-        )
-
-
-
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            features=features,
-            homepage=_HOMEPAGE,
-            # License for the dataset if available
-            license=_LICENSE,
-            # Citation for the dataset
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        #split = 'train'
-        #print("Split")
-        data_urls = {}
-        for split in ['train']: #'validation']:
-            #if self.config.subset = "all":
-
-            data_urls[split] = [
-                _URLS.format(
-                    Lang = subset,
-                    split='validation' if split=='_val' else '',
-                    index = i,
-                )
-                for subset in self.config.subset
-                for i in range(_N_FILES_PER_SPLIT[subset][split])
-            ]
-
-        train_downloaded_files = dl_manager.download(data_urls["train"])
-        #validation_downloaded_files = dl_manager.download(data_urls["validation"])
-        return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"filepaths": train_downloaded_files}),
-            #datasets.SplitGenerator(
-            #    name=datasets.Split.VALIDATION, gen_kwargs={"filepaths": validation_downloaded_files}
-            #),
-        ]
-
-
-    # method parameters are unpacked from gen_kwargs as given in _split_generators
-    def _generate_examples(self, filepaths):
-
-        id_ = 0
-        for filepath in filepaths:
-            with gzip.open(open(filepath,"rb"), "rt", encoding = "utf-8") as f:
-                for row in f:
-                    if row:
-
-                        data = json.loads(row)
-                        yield id_, data
-                        id_ +=1
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