:fire: First version

.gitattributes

@@ -36,3 +36,27 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.mp3 filter=lfs diff=lfs merge=lfs -text
 *.ogg filter=lfs diff=lfs merge=lfs -text
 *.wav filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_close-0003-of-0003.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0001-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0002-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0003-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0008-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_close-0002-of-0003.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0009-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0002-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0005-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_close-0001-of-0003.json filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_distant-0003-of-0003.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0006-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0003-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0004-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0008-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_distant-0002-of-0003.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0004-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0005-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_close-0007-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0001-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0006-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0007-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/train/nst_no_train_distant-0009-of-0009.json filter=lfs diff=lfs merge=lfs -text
+data/test/nst_no_test_distant-0001-of-0003.json filter=lfs diff=lfs merge=lfs -text

NST.py

@@ -0,0 +1,267 @@
+# coding=utf-8
+# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
+#
+# 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.
+
+# Lint as: python3
+"""NST: Nordic Language Technology"""
+
+import io
+import json
+import tarfile
+import datasets
+from datasets.tasks import AutomaticSpeechRecognition
+
+
+_CITATION = """\
+@inproceedings{,
+  title={},
+  author={},
+  booktitle={},
+  year={2022},
+  url={https://arxiv.org/abs/}
+}
+"""
+
+_DESCRIPTION = """\
+This database was created by Nordic Language Technology for the development of automatic speech recognition and dictation in Norwegian. In this version, the organization of the data have been altered to improve the usefulness of the database.
+
+The acoustic databases described below were developed by the firm Nordisk språkteknologi holding AS (NST), which went bankrupt in 2003. In 2006, a consortium consisting of the University of Oslo, the University of Bergen, the Norwegian University of Science and Technology, the Norwegian Language Council and IBM bought the bankruptcy estate of NST, in order to ensure that the language resources developed by NST were preserved. In 2009, the Norwegian Ministry of Culture charged the National Library of Norway with the task of creating a Norwegian language bank, which they initiated in 2010. The resources from NST were transferred to the National Library in May 2011, and are now made available in Språkbanken, for the time being without any further modification. Språkbanken is open for feedback from users about how the resources can be improved, and we are also interested in improved versions of the databases that users wish to share with other users. Please send response and feedback to [email protected].
+"""
+
+_HOMEPAGE = "https://www.nb.no/sprakbanken/en/resource-catalogue/oai-nb-no-sbr-54/"
+
+# Example: https://huggingface.co/datasets/NbAiLab/NST/resolve/main/data/train/nst_no_train_distant-0005-of-0009.tar.gz
+_DATA_URL = "https://huggingface.co/datasets/NbAiLab/NST/resolve/main/data/{split}/nst_{lang}_{split}_{mic}-{shard_idx}-of-{shard_total}.tar.gz"
+# Example: https://huggingface.co/datasets/NbAiLab/NST/resolve/main/data/test/nst_no_test_close-0002-of-0003.json
+_METADATA_URL = "https://huggingface.co/datasets/NbAiLab/NST/resolve/main/data/{split}/nst_{lang}_{split}_{mic}-{shard_idx}-of-{shard_total}.json"
+
+_SHARDS = {
+    "no": {
+        "test": 3,
+        "train": 9,
+    },
+}
+
+_METADATA_MAPPING = {
+    "pid": "pid",
+    "age": "Age",
+    "region_of_birth": "Region_of_Birth",
+    "region_of_youth": "Region_of_Youth",
+    "remarks": "Remarks",
+    "sex": "Sex",
+    "speaker_id": "Speaker_ID",
+    "directory": "Directory",
+    "imported_sheet_file": "Imported_sheet_file",
+    "number_of_recordings": "Number_of_recordings",
+    "recording_date": "RecDate",
+    "recording_time": "RecTime",
+    "recording_duration": "Record_duration",
+    "recording_session": "Record_session",
+    "sheet_number": "Sheet_number",
+    "ansi_codepage": "ANSI_Codepage",
+    "board": "Board",
+    "byte_format": "ByteFormat",
+    "channels": "Channels",
+    "character_set": "CharacterSet",
+    "coding": "Coding",
+    "dos_Codepage": "DOS_Codepage",
+    "delimiter": "Delimiter",
+    "frequency": "Frequency",
+    "memo": "Memo",
+    "script": "Script",
+    "version": "Version",
+    "dst": "DST",
+    "noi": "NOI",
+    "qua": "QUA",
+    "snd": "SND",
+    "spc": "SPC",
+    "utt": "UTT",
+    "file": "file",
+    "t0": "t0",
+    "t1": "t1",
+    "t2": "t2",
+    "text": "text",
+    "type": "type",
+}
+
+
+class NstConfig(datasets.BuilderConfig):
+    """BuilderConfig for NST."""
+
+    def __init__(self, *args, **kwargs):
+        """BuilderConfig for NST.
+        Args:
+          **kwargs: keyword arguments forwarded to super.
+        """
+        super(NstConfig, self).__init__(*args, **kwargs)
+
+
+class Nst(datasets.GeneratorBasedBuilder):
+    """NST dataset."""
+
+    DEFAULT_WRITER_BATCH_SIZE = 1000
+    BUILDER_CONFIGS = [
+        NstConfig(
+            name="no-both",
+            version=datasets.Version("1.0.0"),
+            description="NST Norwegian (both close and distant microphones)",
+        ),
+        NstConfig(
+            name="no-close",
+            version=datasets.Version("1.0.0"),
+            description="NST Norwegian (close microphone)",
+        ),
+        NstConfig(
+            name="no-distant",
+            version=datasets.Version("1.0.0"),
+            description="NST Norwegian (distant microphone)",
+        ),
+    ]
+
+    def _info(self):
+        sampling_rate = 16_000
+        return datasets.DatasetInfo(
+            description=_DESCRIPTION,
+            features=datasets.Features({
+                "id": datasets.Value("string"),
+                "audio": datasets.features.Audio(sampling_rate=sampling_rate),
+                "lang_code": datasets.Value("string"),
+                "microphone_position": datasets.Value("string"),
+                # Metadata
+                "pid": datasets.Value("string"),  # "no14xx31-24012000-1820",
+                "age": datasets.Value("int32"),  # 18,
+                "region_of_birth": datasets.Value("string"),  # "Voss og omland",
+                "region_of_youth": datasets.Value("string"),  # "Voss og omland",
+                "remarks": datasets.Value("string"),  # "Some text",
+                "sex": datasets.Value("string"),  # "female",
+                "speaker_id": datasets.Value("string"),  # 31,
+                "directory": datasets.Value("string"),  # "c:\\adb_0464\\data\\scr0464\\17\\04641701\\r4640006",
+                "imported_sheet_file": datasets.Value("string"),  # "c:\\adb\\dsdr\\scripts\\nor464\\nor464.psh",
+                "number_of_recordings": datasets.Value("int32"),  # 987,
+                "recording_date": datasets.Value("string"),  # "24 jan 2000",
+                "recording_time": datasets.Value("string"),  # "18:20:52",
+                "recording_duration": datasets.Value("string"),  # "232' 15\"",
+                "recording_session": datasets.Value("int32"),  # "6",
+                "sheet_number": datasets.Value("int32"),  # "31",
+                "ansi_codepage": datasets.Value("string"),  # "1252",
+                "board": datasets.Value("string"),  # "2;NI DSP2200",
+                "byte_format": datasets.Value("string"),  # "01",
+                "channels": datasets.Value("int32"),  # 2,
+                "character_set": datasets.Value("string"),  # "ANSI",
+                "coding": datasets.Value("string"),  # "PCM;Linear",
+                "dos_codepage": datasets.Value("string"),  # "850",
+                "delimiter": datasets.Value("string"),  # ">-<",
+                "frequency": datasets.Value("int32"),  # 16000,
+                "memo": datasets.Value("string"),  # "",
+                "script": datasets.Value("string"),  # "464",
+                "version": datasets.Value("string"),  # "0001_1",
+                "dst": datasets.Value("string"),  # "0",
+                "noi": datasets.Value("string"),  # "0",
+                "qua": datasets.Value("string"),  # "X",
+                "snd": datasets.Value("string"),  # "0",
+                "spc": datasets.Value("string"),  # "0",
+                "utt": datasets.Value("string"),  # "0",
+                "file": datasets.Value("string"),  # "u0006733.wav",
+                "t0": datasets.Value("int32"),  # 417024,
+                "t1": datasets.Value("int32"),  # 249777024,
+                "t2": datasets.Value("int32"),  # 250193024,
+                "text": datasets.Value("string"),  # "Selv rett utenfor administrasjonsbygningen er det anlagt en liten fotballbane.",
+                "type": datasets.Value("string"),  # "ISp71",
+            }),
+            supervised_keys=None,
+            homepage=_HOMEPAGE,
+            citation=_CITATION,
+            task_templates=[
+                AutomaticSpeechRecognition(
+                    audio_file_path_column="audio",
+                    transcription_column="text"
+                )
+            ],
+        )
+
+    def _split_generators(self, dl_manager):
+        """Returns SplitGenerators."""
+        data_urls = {}
+        lang_code, mic = self.config.name.split("-")
+        if lang_code == "both":
+            lang_codes = ["close", "distant"]
+        else:
+            lang_codes = [lang_code]
+        for split in ["train", "test"]:
+            data_urls[split] = []
+            for lang_code in lang_codes:
+                shard_total = _SHARDS[lang_code][split]
+                for shard_idx in range(shard_total + 1):
+                    # .../data/{split}/nst_{lang_code}_{split}_{mic}-{shard_idx}-of-{shard_total}
+                    string_formating = dict(
+                        split=split,
+                        lang_code=lang_code,
+                        mic=mic,
+                        shard_idx=shard_idx + 1,
+                        shard_total=shard_total
+                    )
+                    data_urls[split] += [(
+                        _METADATA_URL.format(**string_formating),
+                        _DATA_URL.format(**string_formating)
+                    )]
+        train_downloaded_data = dl_manager.download(data_urls["train"])
+        test_downloaded_data = dl_manager.download(data_urls["test"])
+        return [
+            datasets.SplitGenerator(
+                name=datasets.Split.TRAIN, gen_kwargs={
+                    "filepaths": train_downloaded_data,
+                }
+            ),
+            datasets.SplitGenerator(
+                name=datasets.Split.TEST, gen_kwargs={
+                    "filepaths": test_downloaded_data,
+                }
+            ),
+        ]
+
+    def _generate_examples(self, filepaths):
+        """Yields examples."""
+        lang_code, _ = self.config.name.split("-")
+        data_fields = list(self._info().features.keys())
+        data_fields.remove("id")
+        data_fields.remove("audio")
+        data_fields.remove("lang_code")
+        data_fields.remove("microphone_position")
+        for metadata_path, archive_path in filepaths:
+            mic = "close" if metadata_file.name else "distant"
+            metadata = {}
+            with open(metadata_path) as metadata_file:
+                for line in metadata_file.read().split("\n"):
+                    if line:
+                        metadata_object = json.loads(line)
+                        metadata_key = f'{metadata_object["pid"]}_{metadata_object["file"].replace(".wav", "")}_{mic}'
+                        metadata[metadata_key] = metadata_object
+            with open(archive_path, "rb") as archive_fs:
+                archive_bytes = io.BytesIO(archive_fs.read())
+                with tarfile.open(fileobj=archive_bytes, mode="r") as tar:
+                    for audio_file in tar.getmembers():
+                        if audio_file.isfile() and audio_file.name.endswith(".mp3"):
+                            metadata_key = f'{audio_file.name.replace(".mp3", "")}_{mic}'
+                            audio_bytes = tar.extractfile(audio_file).read()
+                            audio_dict = {"bytes": audio_bytes, "path": audio_file.name}
+                            fields = {key: metadata[metadata_key][_METADATA_MAPPING[key]] for key in data_fields}
+                            fields["channels"] = 1
+                            fields["file"] = fields["file"].replace(".wav", ".mp3")
+                            yield metadata_key, {
+                                "id": metadata_key,
+                                "audio": audio_dict,
+                                "lang_code": lang_code,
+                                "microphone_position": mic,
+                                **fields
+                            }

README.md

@@ -1,3 +1,3 @@
 ---
-license: cc0-1.0
+license: apache-2.0
 ---

data/test/nst_no_test_close-0001-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83faac575aca9cc2c788930c05535eb1c3a2bfb8e4eb1713b01cfeb18d731423
+size 29361034

data/test/nst_no_test_close-0001-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:240b080f16996c9d058de3d5fc4e182e93b94bfca372425bb31c386d9d50c5c1
+size 510299457

data/test/nst_no_test_close-0002-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7aeb763484af1201e66892bab3d781196f9a9857177a20b8f4f75af502c0d2c
+size 29338822

data/test/nst_no_test_close-0002-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:92efaa0327e8d9ef80fa706a4be126576c8194db7b2a72f7fdf6325373101102
+size 510281042

data/test/nst_no_test_close-0003-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db2c757523e79c6c31809d8373a619af385d68efafa02cc7e4a362812b98041
+size 13046475

data/test/nst_no_test_close-0003-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a98913c63ac6772133393e0aedcf872b7fefbb2a1380419c6d35832115d3e2b2
+size 227585812

data/test/nst_no_test_distant-0001-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:83faac575aca9cc2c788930c05535eb1c3a2bfb8e4eb1713b01cfeb18d731423
+size 29361034

data/test/nst_no_test_distant-0001-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9a2bafc736b777da1b395dd1b942274248825c4ff6bfa485c96b3a2751a8f61
+size 510689869

data/test/nst_no_test_distant-0002-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7aeb763484af1201e66892bab3d781196f9a9857177a20b8f4f75af502c0d2c
+size 29338822

data/test/nst_no_test_distant-0002-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:03b053961dd96b321690d378a6aaab32bb6cb5d1f2a870eeb3b43ac2cd84df24
+size 510671546

data/test/nst_no_test_distant-0003-of-0003.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5db2c757523e79c6c31809d8373a619af385d68efafa02cc7e4a362812b98041
+size 13046475

data/test/nst_no_test_distant-0003-of-0003.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a0ce8b055747c1ad4237ab6bad6104d6133184337b6711bbe53ecf7653407399
+size 227758840

data/train/nst_no_train_close-0001-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4cc2f17f21bb1b42a67a2078ca7aa50467627b3f686dabbf2a1557a151f4949
+size 33357446

data/train/nst_no_train_close-0001-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:11972b4dff679592652c6289dd26ec347c34131e8cb6a602142f98e7487e9c56
+size 511154654

data/train/nst_no_train_close-0002-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97094b1e738066253ea6a1ffd5b8246ffe38d0ee8a2b2b800cd0b289acad10f2
+size 33421201

data/train/nst_no_train_close-0002-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:179e02a66ce93e22834d40ef864a6283010536b95a339aa8562aa10f4c857f51
+size 511128054

data/train/nst_no_train_close-0003-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b47e0e38fe54711ac8b52128683b27bae9cb4c7aa6d7f6cc005184f77335ee33
+size 33563223

data/train/nst_no_train_close-0003-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aeebd8f4885dc2b2018f931bb1b79feded639797f3945fd8a78c521ba405e56b
+size 511084836

data/train/nst_no_train_close-0004-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:453d58f075f8743fbcbb9422c935730464cbcfc4370d3ddf09b185f2516f2e48
+size 33538556

data/train/nst_no_train_close-0004-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ca7149b16501e9091d074d6e996fac52803af70aa9012b72c2c7b8f95946b3ac
+size 511074132

data/train/nst_no_train_close-0005-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58402f86d590f6ded217987f1d107a8aa91fb527ec2dda3e6201cbb2fac7cf74
+size 33349361

data/train/nst_no_train_close-0005-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b39a43e41eb2d7aff26161779cb51043024b59c16ed5d315db6242c14d33e6d
+size 511114995

data/train/nst_no_train_close-0006-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b42e8e2e332e41bc5762cb2478dad0989fdd23207e7e81d1cedaf7c3495751
+size 33419538

data/train/nst_no_train_close-0006-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:08d3717152572de98e792717ec8c5b80e49f22a84bca11bb02f2803d6c37900e
+size 511132922

data/train/nst_no_train_close-0007-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fafbfa0d6e9aa8a7ea63e02b237a94d96fad52fd925955fe52f4a49f750c07e5
+size 33393201

data/train/nst_no_train_close-0007-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6d753f5cb9096a200a925f4a7080a65844d8e87477ba91ef5ad7c10ecaae20fb
+size 511110044

data/train/nst_no_train_close-0008-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:618847fdc12d61b21c5dce55a1ded298c87952150455835de4ffc2940dc0beb9
+size 33551184

data/train/nst_no_train_close-0008-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0135f9df018542ef250276e56612b3edb1db636a5a76570b83aea0b46fce09df
+size 511145050

data/train/nst_no_train_close-0009-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:895d328a1af83b7127fc3da18221c1e666183de634aa6092175576f7ea446372
+size 25042682

data/train/nst_no_train_close-0009-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:927573ea7979a4ba9d9ebc11863438df23d607d7f18713d8efc09953435da9f7
+size 383328970

data/train/nst_no_train_distant-0001-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f4cc2f17f21bb1b42a67a2078ca7aa50467627b3f686dabbf2a1557a151f4949
+size 33357446

data/train/nst_no_train_distant-0001-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5379b7f345318e681c1927f50012c8fe8bf5ecdd63a070373223dd0c16f86b4d
+size 511369778

data/train/nst_no_train_distant-0002-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97094b1e738066253ea6a1ffd5b8246ffe38d0ee8a2b2b800cd0b289acad10f2
+size 33421201

data/train/nst_no_train_distant-0002-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52377fb27ca9c896f76fde5fc6880da1ba9c210eebdbfe580161cfcee66fdd48
+size 511351654

data/train/nst_no_train_distant-0003-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b47e0e38fe54711ac8b52128683b27bae9cb4c7aa6d7f6cc005184f77335ee33
+size 33563223

data/train/nst_no_train_distant-0003-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f98bd1aae3950e747232f292440d22714aadbeca0d0553e45e7648c6bd82c3dc
+size 511308246

data/train/nst_no_train_distant-0004-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:453d58f075f8743fbcbb9422c935730464cbcfc4370d3ddf09b185f2516f2e48
+size 33538556

data/train/nst_no_train_distant-0004-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ccaa5a022ec2aaa153018ddda8deb873b5d4544c5fa4a14c207ac9b2cab6bee
+size 511292468

data/train/nst_no_train_distant-0005-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:58402f86d590f6ded217987f1d107a8aa91fb527ec2dda3e6201cbb2fac7cf74
+size 33349361

data/train/nst_no_train_distant-0005-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a24f8f20258365d7979389e260027f0b4833de70b45789c8bcaf4fd6b7256754
+size 511339367

data/train/nst_no_train_distant-0006-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b4b42e8e2e332e41bc5762cb2478dad0989fdd23207e7e81d1cedaf7c3495751
+size 33419538

data/train/nst_no_train_distant-0006-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bbf726cb789b97b2db1f9c8e0d07ea4ea70c374424ea6adc500a902aa8dbb0c
+size 511344737

data/train/nst_no_train_distant-0007-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fafbfa0d6e9aa8a7ea63e02b237a94d96fad52fd925955fe52f4a49f750c07e5
+size 33393201

data/train/nst_no_train_distant-0007-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:121565d8ea4568068ba8c61d4e3887a976f5690c9ed828ddba58494629867a73
+size 511337906

data/train/nst_no_train_distant-0008-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:618847fdc12d61b21c5dce55a1ded298c87952150455835de4ffc2940dc0beb9
+size 33551184

data/train/nst_no_train_distant-0008-of-0009.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8ce8faa148d46ea8af274a69772418dd0bd316596e2b63f32789127a0609839
+size 511363525

data/train/nst_no_train_distant-0009-of-0009.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:895d328a1af83b7127fc3da18221c1e666183de634aa6092175576f7ea446372
+size 25042682