diff --git a/data_testing.ipynb b/data_testing.ipynb
new file mode 100644
index 0000000000000000000000000000000000000000..2ea53b01c609e5f8ddd732e0a4252f324550827e
--- /dev/null
+++ b/data_testing.ipynb
@@ -0,0 +1,75 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "aa8d8cf7",
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "region North\n",
+ "province_code 11\n",
+ "province_name CaoBang\n",
+ "filename 11_0004.wav\n",
+ "text Ý tưởng đầu tiên tôi phải nhắc đến là vấn đề v...\n",
+ "speakerID spk_11_0002\n",
+ "gender 1\n",
+ "audio {'bytes': b'RIFF\\x80\\x93<\\x00WAVEfmt \\x10\\x00\\...\n",
+ "Name: 3, dtype: object\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ "\n",
+ " \n",
+ " "
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "execution_count": 1,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import pandas as pd\n",
+ "import IPython.display as ipd\n",
+ "df = pd.read_parquet(r\"D:\\SPL\\Code\\PhanBietVungMien\\dataset1\\whisper-small\\dataset\\ViMD_Dataset\\train\\train-00000-of-00103.parquet\")\n",
+ "num = df.iloc[3]\n",
+ "audio_bytes = num['audio']['bytes']\n",
+ "print(num)\n",
+ "ipd.Audio(data=audio_bytes)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": ".venv",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.11.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/processed_dataset/test_processed/Central/test-00004-of-00014.parquet b/processed_dataset/test_processed/Central/test-00004-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e0b151997aa1a2d0da9103d2cac8db92f5872f3d
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00004-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0350d0ab18773b2e6d71ed79a46ef11317bd1291f49e2f8d8d9e0a9af0e640f1
+size 318242115
diff --git a/processed_dataset/test_processed/Central/test-00005-of-00014.parquet b/processed_dataset/test_processed/Central/test-00005-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..742fdfca9692bdac5b7008db006434cb6fdbc06c
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00005-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa41013ff2c148009efa0cb0aaa1ff0c54347eb0fdcf87d9442fd516564dd042
+size 335981850
diff --git a/processed_dataset/test_processed/Central/test-00008-of-00014.parquet b/processed_dataset/test_processed/Central/test-00008-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..60abf2eaabd1db8643eaa60ba20ecceb7de12963
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00008-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0bf09080c58733e51d094ea2e3c209f8e219630db4b396757e650bed69a94c10
+size 21127655
diff --git a/processed_dataset/test_processed/Central/test-00009-of-00014.parquet b/processed_dataset/test_processed/Central/test-00009-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b2d7c3766771b050b7d33f492dfab157b6fec0a9
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00009-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13b2438f2fa98862e8684f03adc2e0095c72e81b4a548709042bef5aead9322a
+size 448951087
diff --git a/processed_dataset/test_processed/Central/test-00010-of-00014.parquet b/processed_dataset/test_processed/Central/test-00010-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a5789f65b673cb605e2b591208da85688ccf7527
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00010-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c23dd92c6b34b1fe4a64d03436193e2c498a5bf040e4f3e4ef92218b988282f
+size 394101463
diff --git a/processed_dataset/test_processed/Central/test-00011-of-00014.parquet b/processed_dataset/test_processed/Central/test-00011-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..865bb05b800b50ad7f2a8e63ca1825097856cf36
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00011-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b37e8ab30ab7364b3f344985c331fd63a3823ee60fffac0b488fc68a4c586b71
+size 150652707
diff --git a/processed_dataset/test_processed/Central/test-00012-of-00014.parquet b/processed_dataset/test_processed/Central/test-00012-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5910bb9d17987a47d82206f7d87b190a8f46c57a
--- /dev/null
+++ b/processed_dataset/test_processed/Central/test-00012-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f7af29317cb1ec46934cd5bce1f57f92882899e1518325e6ad43173a6f5e70f
+size 94902095
diff --git a/processed_dataset/test_processed/North/test-00000-of-00014.parquet b/processed_dataset/test_processed/North/test-00000-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ab7af540f65f0ea06021b9a29c75caa2ec502cfa
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00000-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0cb007a81d462e97ba2db7464da7bd9433405fe6e2977e86b4002a850da2c0c5
+size 428718571
diff --git a/processed_dataset/test_processed/North/test-00001-of-00014.parquet b/processed_dataset/test_processed/North/test-00001-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..eb10ef6e5ea52d77cb81843b1e7cd844c43b449c
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00001-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7a23e096163e71bcaf80c338befe8872db5b85cc00f923b9f02ccf4b19bef39
+size 468498617
diff --git a/processed_dataset/test_processed/North/test-00002-of-00014.parquet b/processed_dataset/test_processed/North/test-00002-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..145c94bb8df5294095a727a0d93889fce56ae6c7
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00002-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:29382b5941e8b9f01c9a435c01dbd13afaec7f0d5fb06adb17a6b14272baaaee
+size 416941777
diff --git a/processed_dataset/test_processed/North/test-00003-of-00014.parquet b/processed_dataset/test_processed/North/test-00003-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..59ec6fdd9033b1df98845689ecb96c01fd2184ef
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00003-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59518df9bae4616c67a82da8bd0bc8900585f5be88367fb6903ce610e62933f0
+size 456098804
diff --git a/processed_dataset/test_processed/North/test-00004-of-00014.parquet b/processed_dataset/test_processed/North/test-00004-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..38da06d14da68338a92bed990b27cba8c250ec1c
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00004-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e431e426837a6dd8eb788de26750971f6c7eeec0ceebc142a6dde4b70d5c960
+size 105982905
diff --git a/processed_dataset/test_processed/North/test-00011-of-00014.parquet b/processed_dataset/test_processed/North/test-00011-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..7e35d9b6ebf5ad51fdc394ac67111040e6253e60
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00011-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bcc2fb64d21ed62b24097117a0442a3c55a065aba60a7660eba42e350af2da2c
+size 52529045
diff --git a/processed_dataset/test_processed/North/test-00012-of-00014.parquet b/processed_dataset/test_processed/North/test-00012-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..4a6925ce9bfb6dda6a083eccb0241d60a7970d24
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00012-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:efff739084a2e388efe13081fc60c9fea8b314d10fb9da07ebe224ab594ec56c
+size 234832402
diff --git a/processed_dataset/test_processed/North/test-00013-of-00014.parquet b/processed_dataset/test_processed/North/test-00013-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c9f7abb7a937d69ea046f4d50ed154f21d8c5f88
--- /dev/null
+++ b/processed_dataset/test_processed/North/test-00013-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2bbab9148bb8534f99a64ffab748653cb71ce126b97583a9cb61ddc9695ff982
+size 268752548
diff --git a/processed_dataset/test_processed/South/test-00005-of-00014.parquet b/processed_dataset/test_processed/South/test-00005-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b579149106b3ee6af89d106c9eff0a4f5f1af298
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00005-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3b0b2a2fa5c6cd686418339866e1912f39be31d6a1f7a471e542a2c91668faf6
+size 67902791
diff --git a/processed_dataset/test_processed/South/test-00006-of-00014.parquet b/processed_dataset/test_processed/South/test-00006-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..61f748edde2cec2b59e7adb77fd37516f0d14337
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00006-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c495f6bf04d4a8aaf0454d9c0dbefdddb0b10ef29d24bae40314a7fc99c3ef65
+size 460647152
diff --git a/processed_dataset/test_processed/South/test-00007-of-00014.parquet b/processed_dataset/test_processed/South/test-00007-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c1998ac61d5f760b68d2c1c02f9444c92e4ae94c
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00007-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e348f198e3ab5bce606f6a6c8aa770a29094a6e2fe99206a3e667535141d477b
+size 499954247
diff --git a/processed_dataset/test_processed/South/test-00008-of-00014.parquet b/processed_dataset/test_processed/South/test-00008-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f7525ca2c1aa0b5acf9f4cc3dc7cbe51a84bc6b3
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00008-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2933f05d5ce92a5cd3bf5ecbe186520f92263e3045acbdaecf4bc010368439a8
+size 441445936
diff --git a/processed_dataset/test_processed/South/test-00010-of-00014.parquet b/processed_dataset/test_processed/South/test-00010-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..35497c1457ca282ff51b701c37172d6877e182cb
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00010-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:484717f012950c108db8d49f5798a480eab4c9be191b05c1c61bb4d8be5f443a
+size 31766886
diff --git a/processed_dataset/test_processed/South/test-00011-of-00014.parquet b/processed_dataset/test_processed/South/test-00011-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c7366c7997b3d89966aee701012c1fe7b2aeea9e
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00011-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:813aea525129b1f3741cc3b1973b95ca08352d215b0cf0a58c42233dc9d1baf1
+size 185261793
diff --git a/processed_dataset/test_processed/South/test-00012-of-00014.parquet b/processed_dataset/test_processed/South/test-00012-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ea1b499e56693c335fffb1750105a484a2566ae4
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00012-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:196e57af4444c6c8c7e11e289c83a318f142646de4a0d98c55f79c4d55b33cf6
+size 147809349
diff --git a/processed_dataset/test_processed/South/test-00013-of-00014.parquet b/processed_dataset/test_processed/South/test-00013-of-00014.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ab1497481fccf852002e0451f0facf55098b2fe8
--- /dev/null
+++ b/processed_dataset/test_processed/South/test-00013-of-00014.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e9311535a651875719e42e35f1a50b714dd16c1327ba2b61892583cc2d9f76d0
+size 181557009
diff --git a/processed_dataset/train_processed/Central/train-00031-of-00103.parquet b/processed_dataset/train_processed/Central/train-00031-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..44d6703d2c00c7bb9ec20bc991bb7587e3f58934
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00031-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5a07047227be70be2073444fca71bd083beb051af8164748266c648f9db829f
+size 254404118
diff --git a/processed_dataset/train_processed/Central/train-00032-of-00103.parquet b/processed_dataset/train_processed/Central/train-00032-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..056a180153127e421e4e9eb7f1ff07e0af090f18
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00032-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f9cdc895a4158c8fd63429c647b79d7415a66c5a92983f73d954c2d398ea668
+size 480899665
diff --git a/processed_dataset/train_processed/Central/train-00033-of-00103.parquet b/processed_dataset/train_processed/Central/train-00033-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0a39a3c88bdfc67c5a934ce0fbecf4b6778a9cd2
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00033-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c9ce21cdfe2d403420079e35910fcca19d67f27fced5df53b461f59d81a0b8ca
+size 495451685
diff --git a/processed_dataset/train_processed/Central/train-00034-of-00103.parquet b/processed_dataset/train_processed/Central/train-00034-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..46c611aa1f711c27fc4cd08e5ae31af42c93756f
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00034-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:003a14b8228ce361bc75f2165a9e1ac511b4651dde2199c12e852654e23055cc
+size 516346208
diff --git a/processed_dataset/train_processed/Central/train-00035-of-00103.parquet b/processed_dataset/train_processed/Central/train-00035-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ceb3d10924072febb63fba243060c0276a57c644
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00035-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7b799cc96ba506d1990cadc00ae4243bac54aa37022b4f888ab650aa2aa9d05
+size 275627672
diff --git a/processed_dataset/train_processed/Central/train-00036-of-00103.parquet b/processed_dataset/train_processed/Central/train-00036-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..856fdd8e911a15bd9e853120537f9b5bc18ab8e3
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00036-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a6502bcc74dfa972c6f3980bd9e924e453c72ada14aa61f03569df02e76a5d2
+size 334591324
diff --git a/processed_dataset/train_processed/Central/train-00037-of-00103.parquet b/processed_dataset/train_processed/Central/train-00037-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..212667d8213b89c00c15efcab0de65dcd446e4b7
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00037-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c86b26ea24c5aa0f2da31aeb2b58ee27ca9047cda9a483ed1c3bc79faffc5679
+size 516249651
diff --git a/processed_dataset/train_processed/Central/train-00038-of-00103.parquet b/processed_dataset/train_processed/Central/train-00038-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b4e59a569903984b4cee4ddf10465060f10597b0
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00038-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12ff3dde5bfa5e6d94f250ba32130c91dff9117ffb2f21c26b9f09796a76a046
+size 455769595
diff --git a/processed_dataset/train_processed/Central/train-00039-of-00103.parquet b/processed_dataset/train_processed/Central/train-00039-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..971b5f8436099b46f249b3ffa1d5263464ee0c9c
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00039-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f5a3055fe47f98d263c648cb427add3a9b963a973d1491802bb27d9827ef2e34
+size 420725199
diff --git a/processed_dataset/train_processed/Central/train-00040-of-00103.parquet b/processed_dataset/train_processed/Central/train-00040-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..17746fe4184804bd7dcbcf2f03bb284d69419027
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00040-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4b85c2e1cb2cfe83bc95d0f06fb8b3adf65a63378094596bfb11bf47faa8b80e
+size 437639442
diff --git a/processed_dataset/train_processed/Central/train-00041-of-00103.parquet b/processed_dataset/train_processed/Central/train-00041-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c3f1bb529d40d33c1e8c9da4aeb757bfc1cc8caf
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00041-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:13d72a7ed5544ab46f58aab041bcdf60ba2206320f469cb9023dfab99c0b129b
+size 472597186
diff --git a/processed_dataset/train_processed/Central/train-00042-of-00103.parquet b/processed_dataset/train_processed/Central/train-00042-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6807b09818d5a6cf790e7add52859263d19fcc53
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00042-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9f44abd63ccb6ad433376e31a7e52a3dc163540c0fb28baadad183a973ea47b5
+size 487677407
diff --git a/processed_dataset/train_processed/Central/train-00043-of-00103.parquet b/processed_dataset/train_processed/Central/train-00043-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..054af28e4347e03cae1e4ba52c75e44b745af07b
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00043-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c852d207c0e43cef3c00c7168c0aa350ac596fbd06816bc20992152a1e9716bb
+size 243971789
diff --git a/processed_dataset/train_processed/Central/train-00065-of-00103.parquet b/processed_dataset/train_processed/Central/train-00065-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e5153886ec799dcd2d4a7af05dd60efacb444d50
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00065-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be67c7acd9a5233b6ba293a58a4dda9fe3b1cc9fc1d45bb50dfebe88b6c59e43
+size 86082407
diff --git a/processed_dataset/train_processed/Central/train-00066-of-00103.parquet b/processed_dataset/train_processed/Central/train-00066-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b0a108df6ec4ae1377d7dcdafb29305a6d18f961
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00066-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0b967ee99a83ba7823caeb76761c7dfcff62f5656a7817faa79aee3fe839cc01
+size 237949446
diff --git a/processed_dataset/train_processed/Central/train-00067-of-00103.parquet b/processed_dataset/train_processed/Central/train-00067-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d110551874cf0ad01d5585e880df8ba9c5daa472
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00067-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2849189c5eb6790aa78cb9fa4c5b842d437f297f19ea43f502327cbf37d5ef4c
+size 348869540
diff --git a/processed_dataset/train_processed/Central/train-00068-of-00103.parquet b/processed_dataset/train_processed/Central/train-00068-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3644563e7e160dd353c443551837b4bc00688875
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00068-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50f3ccf99c7cb287fa910bc7083ecdb9b8752453d291f752a38da3b244a2de77
+size 441482282
diff --git a/processed_dataset/train_processed/Central/train-00069-of-00103.parquet b/processed_dataset/train_processed/Central/train-00069-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..859aed987a81bd3fad99b1626ca16101fc37c475
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00069-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a10f58a1871b4d90164caabe7ba88e5a04b687ea888d5789eaa3dcadfabc80f7
+size 457204472
diff --git a/processed_dataset/train_processed/Central/train-00070-of-00103.parquet b/processed_dataset/train_processed/Central/train-00070-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f4a7e1e41522d36a48d449a8224efc14a44948e0
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00070-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3704fed45c3ce71927de9605cd22994d259153f7b14221b58710947e61153014
+size 467606808
diff --git a/processed_dataset/train_processed/Central/train-00071-of-00103.parquet b/processed_dataset/train_processed/Central/train-00071-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..69441fa32672380da561646de2b3e3aa256d59e8
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00071-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fcd4b2d1df4592d9b3aae8e8a71d05fe169fb8554aaa56a85457ee194e0bebec
+size 491951993
diff --git a/processed_dataset/train_processed/Central/train-00072-of-00103.parquet b/processed_dataset/train_processed/Central/train-00072-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d20386c24e5fee8e0442e3c6e8f61b0522f91a7a
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00072-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5a8dd4762d376a85ec81681f66c2d886ac91fc3064c043a77aaad5de639ec209
+size 511166791
diff --git a/processed_dataset/train_processed/Central/train-00073-of-00103.parquet b/processed_dataset/train_processed/Central/train-00073-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..fce9a8561ecddd0c4ceac1eb6f7509e4fe7c0494
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00073-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1fe15e743bb3d55162b0abe64feade427a7b917507419a3dfc36baa501c775c
+size 542726447
diff --git a/processed_dataset/train_processed/Central/train-00074-of-00103.parquet b/processed_dataset/train_processed/Central/train-00074-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..505773e4f3f197487aecdfb3257ffefdc593a195
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00074-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d993c9f8db5b69b039631acce5e4bdf331dcc8133fa1f8e0fb49e6cd9d525dc4
+size 554888614
diff --git a/processed_dataset/train_processed/Central/train-00075-of-00103.parquet b/processed_dataset/train_processed/Central/train-00075-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bd0ab292f0ad1784e47c5ee1536e56dcacbadae9
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00075-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa7a2d7d6a3efad9464d406e09041302c678771fb9586818d3a3659552c1cc16
+size 411178382
diff --git a/processed_dataset/train_processed/Central/train-00076-of-00103.parquet b/processed_dataset/train_processed/Central/train-00076-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..140edf77db787cec70267a4b8dd1371369624b78
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00076-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c50129f19fc4e1b03f2b7aba63fc8539e75804732b2c824d64d3505dc29f2fbd
+size 488655941
diff --git a/processed_dataset/train_processed/Central/train-00077-of-00103.parquet b/processed_dataset/train_processed/Central/train-00077-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0592f2f277cd25dc36442f5ee8a86580e659d068
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00077-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4a2c33d9e51420e5297e4bfed6d80079cc5b0df2a56de92f1cf9c282de45060a
+size 491563361
diff --git a/processed_dataset/train_processed/Central/train-00078-of-00103.parquet b/processed_dataset/train_processed/Central/train-00078-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..45dc46398c94fb2dc98aac4593ffe38be2ef9a55
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00078-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e17345a4fa90f38f7f9b98de672edc08780a4c28cab4e7f71cbba50b4e1b662
+size 475578066
diff --git a/processed_dataset/train_processed/Central/train-00079-of-00103.parquet b/processed_dataset/train_processed/Central/train-00079-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..20b79ebcd13ec490be36afbcaab8c5212e027041
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00079-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a88d9706bf51d222b526894e5be4e83c3ce39f8328e103a0fa35f08786466dc1
+size 476766433
diff --git a/processed_dataset/train_processed/Central/train-00080-of-00103.parquet b/processed_dataset/train_processed/Central/train-00080-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..93e80158eec73a312b967f24fc023598daa2c658
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00080-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a3ac463ceafdcdbc7ee96f0ca667bc6b5ca662c975d4a599e0ae7a2c4eaafa58
+size 355663245
diff --git a/processed_dataset/train_processed/Central/train-00083-of-00103.parquet b/processed_dataset/train_processed/Central/train-00083-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c53e584c0878afe4827f66bddbe05afdbf8dca25
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00083-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97ed1d971892dec92d71a447ac7ca8ce23802b879e55991c90ce4758b6837359
+size 75945182
diff --git a/processed_dataset/train_processed/Central/train-00084-of-00103.parquet b/processed_dataset/train_processed/Central/train-00084-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..8c99a64c741321d74250d564e4362a6555722af7
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00084-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4a13062aec756e5acb743bd5e705bca0ac910c14f1a14f3184c2f39ffa7fbff
+size 464959061
diff --git a/processed_dataset/train_processed/Central/train-00085-of-00103.parquet b/processed_dataset/train_processed/Central/train-00085-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d515480fcb4cccdde981de57205e9d491be02baf
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00085-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f2eff921c95e9ae72ba31166d8cf732a0b90dc71c13b58fcc787d896844df573
+size 455716072
diff --git a/processed_dataset/train_processed/Central/train-00086-of-00103.parquet b/processed_dataset/train_processed/Central/train-00086-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f5ca75388412eb57ba42f41e675953d7fa3ac5a2
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00086-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:94cf9df9dc1f2d5b3a3c65d705bfae291d966640e4c16f7285cea3e596fa3cb6
+size 473366171
diff --git a/processed_dataset/train_processed/Central/train-00087-of-00103.parquet b/processed_dataset/train_processed/Central/train-00087-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..536f5bb04992eb2314861bbf02e9b70b47aa8d41
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00087-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aeaf187ff304b4e142d8d4ae664271473b2c94a72261c5d7ead83d87813b2389
+size 77335153
diff --git a/processed_dataset/train_processed/Central/train-00091-of-00103.parquet b/processed_dataset/train_processed/Central/train-00091-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..eefdb9917d234756bee256d4444e8df1965d7f27
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00091-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7de5c1136e5e9dc8d68e62d6134006944910a1f99dd89f14e31286c1ca824c64
+size 95987864
diff --git a/processed_dataset/train_processed/Central/train-00092-of-00103.parquet b/processed_dataset/train_processed/Central/train-00092-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e38fc519def8cccb8c1cadf19d58e37feb99fe23
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00092-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:09cd5f713f8de3a1c303482e01d53e4302b1faed2fe49fb749f8d859c4df79e5
+size 508585638
diff --git a/processed_dataset/train_processed/Central/train-00093-of-00103.parquet b/processed_dataset/train_processed/Central/train-00093-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..cf918634f635e2e19000e661f161c637fd9be764
--- /dev/null
+++ b/processed_dataset/train_processed/Central/train-00093-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:acdcf38d11b390414134b5daea517c401557d6e29c3b6f66b75876ad3b45fddb
+size 173204198
diff --git a/processed_dataset/train_processed/North/train-00000-of-00103.parquet b/processed_dataset/train_processed/North/train-00000-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..9f14f526b4efdb081c40d2d3f1266057463e21f5
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00000-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3ad327f0366d29a8e7eb70c53049260ff40fe2bb9f6ecfd4d8203c4751f832a
+size 406170376
diff --git a/processed_dataset/train_processed/North/train-00001-of-00103.parquet b/processed_dataset/train_processed/North/train-00001-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..076d56f65d4b4542db890c8b7101fd8ea78c645a
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00001-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0a6ce081f7686d154a78ef6f629383e9fed0c98d9243485aec636a8e74e4de31
+size 373389967
diff --git a/processed_dataset/train_processed/North/train-00002-of-00103.parquet b/processed_dataset/train_processed/North/train-00002-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f3a6c7fb63e4fdfa94c2e969fcfe197eba9e8a86
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00002-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc088f0dcbddf792583e46a412d433c0fbf6715fc548bfec2d39b26257ead22a
+size 471760911
diff --git a/processed_dataset/train_processed/North/train-00003-of-00103.parquet b/processed_dataset/train_processed/North/train-00003-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..cbb7569214a094bb59c0f31074e0ca6b1d359849
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00003-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7aa99c4a9ec89eb81dbac8ee4eacdf3834370ee3467cfbc6e58b64eff1cfe5d2
+size 453405634
diff --git a/processed_dataset/train_processed/North/train-00004-of-00103.parquet b/processed_dataset/train_processed/North/train-00004-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0ca621236a31ef7592fdc0da7a8ba2af564e7008
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00004-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aa50a1de15d1e96556e2278f72e3746816765ff52136892b0424223c2d2dfd64
+size 467865762
diff --git a/processed_dataset/train_processed/North/train-00005-of-00103.parquet b/processed_dataset/train_processed/North/train-00005-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0ae3002e7952d32297bbf98a29d5f85bc831e577
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00005-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9b7f406952d91ec0341cf8d9305c383e1464bd0586501183369fb5330f7e6473
+size 460247482
diff --git a/processed_dataset/train_processed/North/train-00006-of-00103.parquet b/processed_dataset/train_processed/North/train-00006-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..4a719c860393288ae81ae2697fbe14ff9f8f0e7b
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00006-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:659741ffe9cc8821791f8a30b734fd7988c1a96e41281663ea6bcdbe4aeb613d
+size 403747170
diff --git a/processed_dataset/train_processed/North/train-00007-of-00103.parquet b/processed_dataset/train_processed/North/train-00007-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5ebf14010c86faaf0bfdec7010a9f8c530eb39ef
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00007-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1c669be109ebe5b05d78bcf46d7b1af96a37b52d03d07c1eefeb116bbe577da4
+size 463234311
diff --git a/processed_dataset/train_processed/North/train-00008-of-00103.parquet b/processed_dataset/train_processed/North/train-00008-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..946b907e8aa6bb3526eb1bcd09d66740433917d6
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00008-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a56d075bf9c49e1ac191e99e6edbdad3bcdfe9feeb943b90839b9eef7fa310e
+size 430290003
diff --git a/processed_dataset/train_processed/North/train-00009-of-00103.parquet b/processed_dataset/train_processed/North/train-00009-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..02e5f26c66bc7265c40b6cce43762f976e2a7e57
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00009-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b19e7be867d533a6f663395086e909b0f8aee14458ba427d2b17e6489d66fb30
+size 466801413
diff --git a/processed_dataset/train_processed/North/train-00010-of-00103.parquet b/processed_dataset/train_processed/North/train-00010-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c1e3eefc3d4b5c41f0624b51cb77b46e02de37f8
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00010-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1ddb2303a22fae42e363735d9fffe4642fa761681958939a91db7df04458acbf
+size 475832028
diff --git a/processed_dataset/train_processed/North/train-00011-of-00103.parquet b/processed_dataset/train_processed/North/train-00011-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b4743470c10fe31d3092a60ddb257ef248f3a90e
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00011-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:15b1ffa4ddc70471333375003a49a65774668ca92539105fc9a156897e4cff16
+size 473999485
diff --git a/processed_dataset/train_processed/North/train-00012-of-00103.parquet b/processed_dataset/train_processed/North/train-00012-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5e3ade93bbd8d6c3a6a6811405ec8f0f32e825db
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00012-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3e71524bdf0c3d915b2205a1af26fc09ee430faf10b30c218d305eec2242206
+size 472458439
diff --git a/processed_dataset/train_processed/North/train-00013-of-00103.parquet b/processed_dataset/train_processed/North/train-00013-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..48e6183598c6507a6a54d76081c643dc2e6126d3
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00013-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9785e29d39c1a476a00ba38d4c23a5f00ed7d685fa8a76ea6d4bed9b4e6e76d4
+size 432847124
diff --git a/processed_dataset/train_processed/North/train-00014-of-00103.parquet b/processed_dataset/train_processed/North/train-00014-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0a544876509ec0336bb5fd59d216fa2166989d30
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00014-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7477a9c117ebd625387713482b8c4a999688c2633c95ff97214799c92fbae902
+size 499381867
diff --git a/processed_dataset/train_processed/North/train-00015-of-00103.parquet b/processed_dataset/train_processed/North/train-00015-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ccb475ee6a55b0ba07e927892c086469065c899f
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00015-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:10b2a3eff46cc5d1680aac4ab10212c67008fcccd097fe268d002adce57b1fe5
+size 450046772
diff --git a/processed_dataset/train_processed/North/train-00016-of-00103.parquet b/processed_dataset/train_processed/North/train-00016-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5ba87ae7688913085aba0b8b4457e72c5f28290a
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00016-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ecbe495caaf99791cd3f9f08187ee89c0e82964c986a1385e4ee1b9c262c4fad
+size 423284464
diff --git a/processed_dataset/train_processed/North/train-00017-of-00103.parquet b/processed_dataset/train_processed/North/train-00017-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..366022908c4623a318da4d610df1440a8a09477f
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00017-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2ea679b4a4f1ffe76eea9793d5ae7f79797f18d47b97203075b49c91cc54c8c0
+size 445803381
diff --git a/processed_dataset/train_processed/North/train-00018-of-00103.parquet b/processed_dataset/train_processed/North/train-00018-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..bd3f5e2cb8ffae21ff4b6589c6ec490bf145b7ea
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00018-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9dcef8212263d0187930c0abb7b5dc9ee875498917e1a72a44df9c0063a5b1d
+size 431551475
diff --git a/processed_dataset/train_processed/North/train-00019-of-00103.parquet b/processed_dataset/train_processed/North/train-00019-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..343e5deba64907882ed1e7f83eeacd8b31c5f290
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00019-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0e9adf9ac228244d23ca4379a6153a876ec9f2c9820ccab5cfc86c7fc343fb32
+size 466632126
diff --git a/processed_dataset/train_processed/North/train-00020-of-00103.parquet b/processed_dataset/train_processed/North/train-00020-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2e18db4d8564596a05c3bb99f18d52bdc0509ca8
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00020-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e828a37b1317f53e9e42275f10d7c5eb2924c9cfd864cc62bc5efd2107337cff
+size 456356155
diff --git a/processed_dataset/train_processed/North/train-00021-of-00103.parquet b/processed_dataset/train_processed/North/train-00021-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..d4f9ce55015d44c727ea2c379b589e28651df00e
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00021-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:43ebb0c050a73fcf3ffd029d5083fad3a94b6ae6bd44c3f1e49f51413ed0b9c7
+size 492926945
diff --git a/processed_dataset/train_processed/North/train-00022-of-00103.parquet b/processed_dataset/train_processed/North/train-00022-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3bd51af022cfed9a7563b95d410483e3fc3ba53b
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00022-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a95cdd5d4168e1edf1ffd3aade9f9fe6c99cc714fbafd635de8498e5e742619
+size 429704951
diff --git a/processed_dataset/train_processed/North/train-00023-of-00103.parquet b/processed_dataset/train_processed/North/train-00023-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..36448e3b5d5fe5eeb3d23aabaae28330e2523fdc
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00023-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59c5fe46906a45326f233b46bdbbd11b3e7c5ade166402201ab25609dde4b7d5
+size 462552112
diff --git a/processed_dataset/train_processed/North/train-00024-of-00103.parquet b/processed_dataset/train_processed/North/train-00024-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3a41a83167261773c5419f94eee0a9926ded2bca
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00024-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2227cf3999793d4354a919f0fd618a5e3e273dee1b337cc174f86a6a8d703667
+size 493250381
diff --git a/processed_dataset/train_processed/North/train-00025-of-00103.parquet b/processed_dataset/train_processed/North/train-00025-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..110fcc4402b7a546a794611998da5ed56ec6d6c4
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00025-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:448457aec0bb2371167f11e8525e22ae288a2bfc37e89fc56a31bba864dea28b
+size 460498812
diff --git a/processed_dataset/train_processed/North/train-00026-of-00103.parquet b/processed_dataset/train_processed/North/train-00026-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..4a37b14c5b9516644f1ae7e27f0fa989606f3720
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00026-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4f3ce09a504cc68cefdb7dea22cb5249e8ed8cd66826546ff835371193449ad
+size 481085959
diff --git a/processed_dataset/train_processed/North/train-00027-of-00103.parquet b/processed_dataset/train_processed/North/train-00027-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e4c6641021c55fc3a379f7becc67f473f58f7a19
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00027-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:52a2b48f7a8819d5d831235bc73230dd134ba38352c94454b79fe30725c06a0e
+size 415226609
diff --git a/processed_dataset/train_processed/North/train-00028-of-00103.parquet b/processed_dataset/train_processed/North/train-00028-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5265087977bcd0e054a0047e8def4ba9ec422e58
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00028-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:be9d3533eb42c7f4967b604f5df01ee1312ed029ce53f24316b25bef46a047f1
+size 443621732
diff --git a/processed_dataset/train_processed/North/train-00029-of-00103.parquet b/processed_dataset/train_processed/North/train-00029-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..9f1937a7ad4b70802cab83d0e7799b182cd574ca
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00029-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ce0f04d75356809bfc662044af3a833f1ca9cdeed7c89595a398785027219a2
+size 475810570
diff --git a/processed_dataset/train_processed/North/train-00030-of-00103.parquet b/processed_dataset/train_processed/North/train-00030-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..46fd23dfdadae718c11500940b027284c629956b
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00030-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e006c5ea240be4a10b3fdd5db7f84b6e37ef0628003985dcff04929c21dfef99
+size 505181818
diff --git a/processed_dataset/train_processed/North/train-00031-of-00103.parquet b/processed_dataset/train_processed/North/train-00031-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e35dba1d103c4aab1d063fcacd8be9ea0d45c1ba
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00031-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d0c9164c3c8bfe4b4d8121621638c41d6821420eab62cecf1a3eb49131c48ac2
+size 258849979
diff --git a/processed_dataset/train_processed/North/train-00087-of-00103.parquet b/processed_dataset/train_processed/North/train-00087-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ba80507e3b3175bd9b6ebf19d56a4aee5c4b3c59
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00087-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:251fc68f764ce10798d7abbfe38778c013ea6b8a5258bf25f48efe1402eed358
+size 325039191
diff --git a/processed_dataset/train_processed/North/train-00088-of-00103.parquet b/processed_dataset/train_processed/North/train-00088-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..66554bcdad45bf0d077961009730a9d1d2277aee
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00088-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:701f5b408ecde35fe883e181dce99e2855d026fe842791250695c4fedb76e5aa
+size 473967000
diff --git a/processed_dataset/train_processed/North/train-00089-of-00103.parquet b/processed_dataset/train_processed/North/train-00089-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..441709b108f76e840c87a103287b4647444bafdc
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00089-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:df6f9fff3e184a89c0c89bc8819c55027d3ebb0292adab7d16c317dbe9f1ae42
+size 473671185
diff --git a/processed_dataset/train_processed/North/train-00090-of-00103.parquet b/processed_dataset/train_processed/North/train-00090-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5ea201f12904c6af125f8a341ca821b1682b4d82
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00090-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:231e1d73110d0648db6c5bfaea826422fd775121a531c27e37b44b40568148f4
+size 450273455
diff --git a/processed_dataset/train_processed/North/train-00091-of-00103.parquet b/processed_dataset/train_processed/North/train-00091-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3baa0d58b21bd4908310fdd828a712681a79ef95
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00091-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4db34e4da8488afd41328fbea92bf402c05846b78b5258feb7ce4a6c83f9417
+size 375213153
diff --git a/processed_dataset/train_processed/North/train-00098-of-00103.parquet b/processed_dataset/train_processed/North/train-00098-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c223177877bd6013163338c7972973be630c3902
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00098-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:509fda0e8a4f4e3def49bb023702d3cb894452dd69ca75aef3d279ea672392d4
+size 310880325
diff --git a/processed_dataset/train_processed/North/train-00099-of-00103.parquet b/processed_dataset/train_processed/North/train-00099-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0979b869608c3f86595b7f430096801dd54ca171
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00099-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:226691cb7d08b9e60e9ef39909e809d2434a30d2436eb2fb41dddb6e2a4d294c
+size 487941893
diff --git a/processed_dataset/train_processed/North/train-00100-of-00103.parquet b/processed_dataset/train_processed/North/train-00100-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..0cfae18de462c905252598c3cb7f8849508c7f31
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00100-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e4a3fee672d619e6c5360d410f994503328a3a667346bba4b06cddfe67fd98b7
+size 472328989
diff --git a/processed_dataset/train_processed/North/train-00101-of-00103.parquet b/processed_dataset/train_processed/North/train-00101-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..62afc401ba578514ca011bdbd74bc59df34109ee
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00101-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:715bb42a9fff830a7efea2049cd14be4a0f12a38a8093f2cab1142560833471c
+size 380232213
diff --git a/processed_dataset/train_processed/North/train-00102-of-00103.parquet b/processed_dataset/train_processed/North/train-00102-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c5e258e61364b417da4d6ed589fbde0f9ffc33ab
--- /dev/null
+++ b/processed_dataset/train_processed/North/train-00102-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2f845a4ef290cca6d810a8febf861ada772ee16a0510896cab9ab9443cf0a9a3
+size 370637456
diff --git a/processed_dataset/train_processed/South/train-00043-of-00103.parquet b/processed_dataset/train_processed/South/train-00043-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ba9aad39fc92c991688e48051b96cd250442fb4e
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00043-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f458e452d370275f0f212890cb46d810284aea8fccab6bc98e01b189d2c06a0d
+size 204951411
diff --git a/processed_dataset/train_processed/South/train-00044-of-00103.parquet b/processed_dataset/train_processed/South/train-00044-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1b7bd16894e697d99ae5fb547eac90c3ff655f6b
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00044-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9967df4f2d20ea1550553d300928d879bb49fb0986f32dd4abf5d50f6b91cb25
+size 377871146
diff --git a/processed_dataset/train_processed/South/train-00045-of-00103.parquet b/processed_dataset/train_processed/South/train-00045-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..12990c1da7633d6d2b52488f24267be420dd1575
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00045-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7f2e49aaac8acb71a3f2f14802cdff49e295df37fc1ec3fb21c30c7b9cf5a729
+size 510439965
diff --git a/processed_dataset/train_processed/South/train-00046-of-00103.parquet b/processed_dataset/train_processed/South/train-00046-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1114f0197e9f6491810c40937431a599f87abe4a
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00046-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:766122cca92be9558711a1493b884cd3e4b62675493569dd960f61cb74a54197
+size 487039468
diff --git a/processed_dataset/train_processed/South/train-00047-of-00103.parquet b/processed_dataset/train_processed/South/train-00047-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a4bb4a87af06bcdb5aff54c95a94c728f3afce4c
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00047-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:49e57ed25970d705af08cfcc62766ad6fb5e698731acdf01ede4b72bb864f095
+size 491339152
diff --git a/processed_dataset/train_processed/South/train-00048-of-00103.parquet b/processed_dataset/train_processed/South/train-00048-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..27324e0d47f4a280039041f51e671283568071cd
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00048-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f0c2c4d636cf98d59460ddf63ec08f03026e4b71b2e26166308a1523042ea4fa
+size 471991657
diff --git a/processed_dataset/train_processed/South/train-00049-of-00103.parquet b/processed_dataset/train_processed/South/train-00049-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2be0defc2904753c23770ec7896d77f0ddff27fa
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00049-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ab3d9c385152ee575ee211a8e4aa04feca0e1b23b394ad85763130477776e409
+size 451611027
diff --git a/processed_dataset/train_processed/South/train-00050-of-00103.parquet b/processed_dataset/train_processed/South/train-00050-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..232a8ec8dffc85ce987afa343fe0809b6cf20148
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00050-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a57974ee3743c01d63e436070863b7c7b68b9e605102753b2815e576f87ae1c5
+size 457386964
diff --git a/processed_dataset/train_processed/South/train-00051-of-00103.parquet b/processed_dataset/train_processed/South/train-00051-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b79e6422c316d62b1ffc4623093c0864b77ce636
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00051-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ee7227619398ba51f3d0c11255881cc4053ed1d28542950658598a2a71bb47c4
+size 507497342
diff --git a/processed_dataset/train_processed/South/train-00052-of-00103.parquet b/processed_dataset/train_processed/South/train-00052-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1b233638e1173a3ac8e50ea48254833755d8d48b
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00052-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:18857efd108f2382b3b835f5471e931f5d4fea6c097aae7b49f41e45e7c84aef
+size 508382895
diff --git a/processed_dataset/train_processed/South/train-00053-of-00103.parquet b/processed_dataset/train_processed/South/train-00053-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..abf160c3ecbb59bcfe1f2d27813688fcfddb794a
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00053-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:12b10afb4a7d012a4ae1c24f82680b4e0914f21bc7ac43878024465f9d1a50e8
+size 507482491
diff --git a/processed_dataset/train_processed/South/train-00054-of-00103.parquet b/processed_dataset/train_processed/South/train-00054-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6e3202aa5bbc40a3740a640a7aefa7247f005be9
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00054-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:866755e63efb7eea6c1f18d80954127072360951c3d31462a4b5d4563ccf61db
+size 505488211
diff --git a/processed_dataset/train_processed/South/train-00055-of-00103.parquet b/processed_dataset/train_processed/South/train-00055-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6e6e45510114abc3b4004e71cb031319c14c16d3
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00055-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:87b0a0fbe02fe88721f2178114b4364dbc686130f329bfce8b2e3ecab62aec74
+size 500623674
diff --git a/processed_dataset/train_processed/South/train-00056-of-00103.parquet b/processed_dataset/train_processed/South/train-00056-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3f08424b1b8deac3ef1bf9f6c1cb5ca7784ab519
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00056-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d4dcc9ac15d08af7376114c867274ba920e3fea54f9d8497ee063d8920fd172
+size 535121542
diff --git a/processed_dataset/train_processed/South/train-00057-of-00103.parquet b/processed_dataset/train_processed/South/train-00057-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e2565c2ffd6051ac184dd2811289270a6cb025bc
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00057-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:412a3343a89d713cb08898506e9e026c92edc772da5a96ca2f7d6d8c72fc7498
+size 494280169
diff --git a/processed_dataset/train_processed/South/train-00058-of-00103.parquet b/processed_dataset/train_processed/South/train-00058-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..20132052df84547e8d7d70db2f8e5ebeb9a26b94
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00058-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d01a7b6dc9d30ea506b3675c8bc0dc8799783604bf3c30f84fc5029a480391c
+size 517209196
diff --git a/processed_dataset/train_processed/South/train-00059-of-00103.parquet b/processed_dataset/train_processed/South/train-00059-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b87c3e658176d619f54c345214c988218a314ff0
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00059-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d73b86ecf2a9095db2b3d0df2d754166c3ab4258279c8faf6599bd2ffcc0e5b
+size 476868131
diff --git a/processed_dataset/train_processed/South/train-00060-of-00103.parquet b/processed_dataset/train_processed/South/train-00060-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2cfb1772edc9f585b72a5692a97196635f986da1
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00060-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a9aa943a45b8f2d549686e7eccc1eb06c4a63245f4a3292520f73d8befbebba0
+size 487856775
diff --git a/processed_dataset/train_processed/South/train-00061-of-00103.parquet b/processed_dataset/train_processed/South/train-00061-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c9eee7c71180731fad43898a809621bbbc86f3f4
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00061-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4c8fc34f34954e108dbad402525532bcd14a9c568d03d181bd2aaade47aab341
+size 493012372
diff --git a/processed_dataset/train_processed/South/train-00062-of-00103.parquet b/processed_dataset/train_processed/South/train-00062-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..666963c01116b2373642444e94b13a9f8edbd597
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00062-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39c9c4cec53dd91cfafa7ed7cb00abeece82c1ba241d0f836afeb282a197a6c5
+size 500088479
diff --git a/processed_dataset/train_processed/South/train-00063-of-00103.parquet b/processed_dataset/train_processed/South/train-00063-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..3d1e720213a3e29534a2437a3b89893321acc93f
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00063-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0262209137ab4cc6a9f8395869acb0009669d9efc99689ddc31a7254f3c823fd
+size 512789814
diff --git a/processed_dataset/train_processed/South/train-00064-of-00103.parquet b/processed_dataset/train_processed/South/train-00064-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c4391c52b86818eeb854096285856982934cd585
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00064-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cd61cbf09761b7b308a7b55c43562d36ca9a7014046b23224836c50d38ce4a30
+size 477669665
diff --git a/processed_dataset/train_processed/South/train-00065-of-00103.parquet b/processed_dataset/train_processed/South/train-00065-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f3ecbb242eb8720468e87ac664ad4e5f120891eb
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00065-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:aadf8ec1b4fb534f91bcaa47a82bb4dc8ba6d649a0113009ebd390dbcd5d8d46
+size 310427320
diff --git a/processed_dataset/train_processed/South/train-00080-of-00103.parquet b/processed_dataset/train_processed/South/train-00080-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..47b385a459eb84019d785289eb23ea6b15ce56de
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00080-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4e581fe2bba7ba6c93afe3be22c589f74fe451474767f11ac9af87fd55c219bc
+size 88322697
diff --git a/processed_dataset/train_processed/South/train-00081-of-00103.parquet b/processed_dataset/train_processed/South/train-00081-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2ab768c6e7306969e5a166df913b47f8420875ca
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00081-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cf51b64e59395940c94323510ac7a4c79d8aaf2f2f7cbd8b49f2066150786107
+size 473196881
diff --git a/processed_dataset/train_processed/South/train-00082-of-00103.parquet b/processed_dataset/train_processed/South/train-00082-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..df3ccfb5eb3ee84b7c00a18dc0d9f8bdf380be22
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00082-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b339147643911be94a77fe9c9307e7f701a18b2212cb5ef246dad57a172293f3
+size 512782918
diff --git a/processed_dataset/train_processed/South/train-00083-of-00103.parquet b/processed_dataset/train_processed/South/train-00083-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ace5c359043295f9ef1e1b9638371594141455d0
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00083-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5e7ec089d4922af59820b2ddc20cfd8b58ba2d5fe5cd76b21159b3b06fcaadde
+size 425489662
diff --git a/processed_dataset/train_processed/South/train-00093-of-00103.parquet b/processed_dataset/train_processed/South/train-00093-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..324f7323f2e354d3101680e1143646c471277030
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00093-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b3192c1121e69be51eb8e7b0b6c8a460e020edb3f4697cda8a5a1c9a20e1ef5
+size 288228712
diff --git a/processed_dataset/train_processed/South/train-00094-of-00103.parquet b/processed_dataset/train_processed/South/train-00094-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f5b106b3db48428f88f57d9e0d7f36c32d6c9d05
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00094-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ce179a4402e9ab42187f16099dd22198f91ecc2196173f9df7f46d1c1c244b52
+size 433632801
diff --git a/processed_dataset/train_processed/South/train-00095-of-00103.parquet b/processed_dataset/train_processed/South/train-00095-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..ac8fff272f69a7ded78d0ae6142e5f4256cf4ef6
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00095-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e8eb802d4e7e99a0c2695a9b7dd77472d080f81e13ddf981bac84d5d8f449a7
+size 424641863
diff --git a/processed_dataset/train_processed/South/train-00096-of-00103.parquet b/processed_dataset/train_processed/South/train-00096-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..e13c48c544621b7faa4db53dc6c54e677283bfa0
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00096-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d012d5fc03ae78aa2e108706adf43c220a7a189c55e911f7acf1a1fd8a376e6
+size 467308885
diff --git a/processed_dataset/train_processed/South/train-00097-of-00103.parquet b/processed_dataset/train_processed/South/train-00097-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1661c09c3603be00c0501b1f49438118df7f0836
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00097-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:888d50c5dae91787b27bb93d3dd48a585aca0bca6185ec1db2a0ecf31194f6aa
+size 437103278
diff --git a/processed_dataset/train_processed/South/train-00098-of-00103.parquet b/processed_dataset/train_processed/South/train-00098-of-00103.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..64934b3eb03a842f5c765433e50c3a0b34d7877e
--- /dev/null
+++ b/processed_dataset/train_processed/South/train-00098-of-00103.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:baa51de868aff5d332304dcf8b562f93e1c63b3654c258aa78cd790c377f94f1
+size 187117767
diff --git a/processed_dataset/valid_processed/Central/valid-00004-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00004-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..765ade8630fd8e7769d6f86f29c2740ef57b25ee
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00004-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:da803ed7a5bb511e80bb5ee34ea00cbb946055d5908c8e76c5c117e65e1c53d8
+size 413520693
diff --git a/processed_dataset/valid_processed/Central/valid-00005-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00005-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5ed62b8171ae0efc3905cd47995f41b2b2c65da0
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00005-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f4499d110f08ea44f9346ef91ac6942e89f4329a33436744e8ce7a0c4ee70e5
+size 287837062
diff --git a/processed_dataset/valid_processed/Central/valid-00008-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00008-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..b5dfedc447f2919aaef842b175e9ecfaa30240c5
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00008-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:679168b61f7b5ca551400b36be3c95553d12664b2189b4b2c60c39f7a955ff11
+size 215679568
diff --git a/processed_dataset/valid_processed/Central/valid-00009-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00009-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..775b62d62c9013e9b503d9260b94e2e58b66c822
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00009-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ff9079f895c980128152e01e5166d9e3e4dca483c6cda47fcb8f4a91722d6109
+size 462503896
diff --git a/processed_dataset/valid_processed/Central/valid-00010-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00010-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..c78076973e5caa364479b5fa9ca91ae8cf67a535
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00010-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ad576f30263a59b1779e991f4f32421748f70be2218c09784a94eba360814c7d
+size 270542224
diff --git a/processed_dataset/valid_processed/Central/valid-00011-of-00013.parquet b/processed_dataset/valid_processed/Central/valid-00011-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a725662532e755602209482c461f027eae9cb04b
--- /dev/null
+++ b/processed_dataset/valid_processed/Central/valid-00011-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b3e2ab8d72e3f73061921d918201f789248a8ed6e5b43ea84686ae163945f979
+size 132746956
diff --git a/processed_dataset/valid_processed/North/valid-00000-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00000-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..155c685c367ffb7019aa35d641d20b409e2cc047
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00000-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a5a6224edbf428cd6addb7ba2ff01bad7d3b7e6c760303c2ec67cd658abccdeb
+size 445421765
diff --git a/processed_dataset/valid_processed/North/valid-00001-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00001-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5d5e9e3d57d8e296d3e5619fe0bdcc52e85f0502
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00001-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a439251b4b42f3792e0a6e80e616c34752379f614f62f4a64a1fe951b0cb7f2
+size 464227361
diff --git a/processed_dataset/valid_processed/North/valid-00002-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00002-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..1c8b9990ecffc2c2ef16d6d89f35bfb6c8cfd7a3
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00002-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e65473d6ab1b4ff0c75e38518ed351d40e64a60ab509ae244e2037fc203ca9a0
+size 438378830
diff --git a/processed_dataset/valid_processed/North/valid-00003-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00003-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..fb8e8dff972ce2ffb1be82817d6793ec573b904a
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00003-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98a1fec5bbe5767084e2f9a9eb85ffda44e90e566a43d333ffaed27345475218
+size 456820921
diff --git a/processed_dataset/valid_processed/North/valid-00004-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00004-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..8c642277b395db7735c519ee788232b377c56856
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00004-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e41089cf0eba8f85f4b46990a71df9ce887e3b520e51ce19a5f047c25f0d24e3
+size 17451000
diff --git a/processed_dataset/valid_processed/North/valid-00011-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00011-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..74f4658398694574f17f2230cb5c0ec791d9eb28
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00011-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e68bd0c9be2a92b6cff6bf7fde15352b069ab34dcb437a8ac65c175afc13829
+size 275426035
diff --git a/processed_dataset/valid_processed/North/valid-00012-of-00013.parquet b/processed_dataset/valid_processed/North/valid-00012-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..2159c8f4afd7e61ce8c6937008a0799ec04049fa
--- /dev/null
+++ b/processed_dataset/valid_processed/North/valid-00012-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d04bf436dfd716c58548cc0deb5422c51cfc4ff7f89f7e46c15b613a4f61052
+size 244130012
diff --git a/processed_dataset/valid_processed/South/valid-00005-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00005-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..689910a47452252093377ea48a1fb99d9ddc9adc
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00005-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2b5f81c303ae51352e01368d53b01c4a644e88c01fddda2ccba4d2ffd95ff9f
+size 163998668
diff --git a/processed_dataset/valid_processed/South/valid-00006-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00006-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..f4c195857273363d5ca291a018a4b9d0e518cdc2
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00006-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:828e8c1b140d1146164385f5b95695b225e632dc61b05d8517ea9d3351688e87
+size 488558048
diff --git a/processed_dataset/valid_processed/South/valid-00007-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00007-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a886d6cdf429df996c772d40cae99dcec2fc9337
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00007-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed1ee6928c9403db43c107eda1a236073eae9d360b02754aae088ac43680bf6b
+size 484268122
diff --git a/processed_dataset/valid_processed/South/valid-00008-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00008-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..436d4117a45e49c5c0d8600647cb6c8dd42e2ea3
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00008-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4f6f29381d067456d35033f80e9cec97bf01970828441d398376b7d93c728fe0
+size 206104708
diff --git a/processed_dataset/valid_processed/South/valid-00010-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00010-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..6176697932ac074b2f3bea338900e4b4a8c73b8a
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00010-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c6b12d06ae9e5258c4c36b0e9acf509b05fc73cccc17f95d970611a96d9ce82d
+size 193296627
diff --git a/processed_dataset/valid_processed/South/valid-00011-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00011-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..5b90b971f56e560c9d14756fb9eaf945244f6b90
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00011-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c39bad4156d9ae7246f23c408bf8aada4e96d5b1259e5fba150d67c6168d42e5
+size 50282878
diff --git a/processed_dataset/valid_processed/South/valid-00012-of-00013.parquet b/processed_dataset/valid_processed/South/valid-00012-of-00013.parquet
new file mode 100644
index 0000000000000000000000000000000000000000..a2bd89d1fcb270b720e5ab5208bbc0626a13d596
--- /dev/null
+++ b/processed_dataset/valid_processed/South/valid-00012-of-00013.parquet
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ccf1bea0aa8e70dfbbea1453c840cc291df0ae3548efb83b9255c6792b5fb8e0
+size 200713915
diff --git a/reigon_mapping.py b/reigon_mapping.py
new file mode 100644
index 0000000000000000000000000000000000000000..e19a72a446fbb8f1c453888c2979d532dd67d312
--- /dev/null
+++ b/reigon_mapping.py
@@ -0,0 +1,65 @@
+# Có thể bỏ qua code này vì đã xử lý xong
+
+
+import pandas as pd
+import glob
+import os
+
+def split_and_save_with_debug(input_folder, output_base_folder):
+ # 1. Định nghĩa mapping vùng miền dựa trên mã tỉnh (https://aclanthology.org/2024.emnlp-main.426.pdf) bảng ở trang số 16-17
+
+ region_mapping = {
+ "North": [
+ 11, 12, 14, 15, 17, 18, 19, 20, 21, 22, 23, 24, 25,
+ 26, 27, 28, 30, 34, 35, 88, 89, 90, 97, 98, 99
+ ],
+ "Central": [
+ 36, 37, 38, 43, 47, 48, 49, 73, 74, 75, 76, 77, 78,
+ 79, 81, 82, 85, 86, 92
+ ],
+ "South": [
+ 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71,
+ 72, 83, 84, 93, 94, 95
+ ]
+ }
+
+ code_to_region = {code: region for region, codes in region_mapping.items() for code in codes}
+
+ # Tìm danh sách các file .parquet trong thư mục train
+ parquet_files = glob.glob(os.path.join(input_folder, "*.parquet"))
+ print(f"Bắt đầu xử lý {len(parquet_files)} file...\n")
+
+ for file_path in sorted(parquet_files):
+ source_parquet_name = os.path.basename(file_path)
+ df = pd.read_parquet(file_path)
+
+ # Ánh xạ vùng miền
+ df['region'] = df['province_code'].map(code_to_region)
+ #debug
+ for _, row in df.iterrows():
+ audio_filename = row['filename'] # Tên file .wav (ví dụ: 11_0001.wav)
+ region_name = row['region']
+ print(f"Đã lọc được file {source_parquet_name} có filename là {audio_filename} thuộc miền {region_name}")
+
+ # 2. Phân tách và lưu vào thư mục theo quy tắc train_processed//
+ for region in region_mapping.keys():
+ region_df = df[df['region'] == region]
+
+ if not region_df.empty:
+ region_dir = os.path.join(output_base_folder, region)
+ if not os.path.exists(region_dir):
+ os.makedirs(region_dir)
+
+ # Lưu file parquet đã tách miền
+ output_path = os.path.join(region_dir, source_parquet_name)
+ region_df.to_parquet(output_path, index=False, engine='pyarrow')
+
+ print(f"\n--- HOÀN THÀNH ---")
+ print(f"Dữ liệu đã được tạo tại: {output_base_folder}")
+
+# --- Cấu hình đường dẫn ---
+input_dir = r'whisper-small\dataset\ViMD_Dataset\test' # thư mục mình muốn map (train test valid)c ở dataset gốc
+output_dir = r'pre-processing\processed_dataset\test_processed' # Thư mục đích
+
+# Chạy chương trình
+split_and_save_with_debug(input_dir, output_dir)
\ No newline at end of file
diff --git a/verify.py b/verify.py
new file mode 100644
index 0000000000000000000000000000000000000000..c6d8476920d3155ddbfdfb95263013149414d5b0
--- /dev/null
+++ b/verify.py
@@ -0,0 +1,46 @@
+import pandas as pd
+import os
+def verify_parquet_regions(base_dir):
+ print(f"--- BẮT ĐẦU KIỂM TRA TẠI: {base_dir} ---")
+ # Danh sách các thư mục con dự kiến (North, Central, South)
+ sub_folders = [f for f in os.listdir(base_dir) if os.path.isdir(os.path.join(base_dir, f))]
+ total_files = 0
+ errors = 0
+ for folder_name in sub_folders:
+ folder_path = os.path.join(base_dir, folder_name)
+ # Lấy danh sách các file .parquet trong folder miền này
+ parquet_files = [f for f in os.listdir(folder_path) if f.endswith('.parquet')]
+
+ print(f"\n[Miền {folder_name}] Đang kiểm tra {len(parquet_files)} file...")
+
+ for file_name in parquet_files:
+ total_files += 1
+ file_path = os.path.join(folder_path, file_name)
+
+ try:
+ # Đọc tệp Parquet
+ df = pd.read_parquet(file_path)
+ # Lấy các giá trị duy nhất trong cột 'region'
+ unique_regions = df['region'].unique()
+ # KIỂM TRA:
+ # 1. Cột 'region' chỉ được phép có duy nhất 1 giá trị
+ # 2. Giá trị đó phải khớp với tên thư mục (folder_name)
+ if len(unique_regions) == 1 and unique_regions[0] == folder_name:
+ print(f" [OK] {file_name}: Pass.")
+ else:
+ errors += 1
+ print(f" [LỖI] {file_name}: Chứa giá trị {unique_regions} (Mong đợi: {folder_name})")
+
+ except Exception as e:
+ errors += 1
+ print(f" [LỖI HỆ THỐNG] Không thể đọc {file_name}: {e}")
+
+ print("\n" + "="*40)
+ print(f"KẾT QUẢ TỔNG KẾT:")
+ print(f"- Tổng số file đã kiểm tra: {total_files}")
+ print(f"- Số file hợp lệ: {total_files - errors}")
+ print(f"- Số file lỗi: {errors}")
+ print("="*40)
+if '__main__' == __name__:
+ root_directory = input(f'Chọn path muốn duyệt: ')
+ verify_parquet_regions(f'pre-processing\processed_dataset\{root_directory}')
\ No newline at end of file