Add files using upload-large-folder tool

added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "</s>": 415,
+  "<s>": 414
+}

checkpoint-8800/config.json

@@ -0,0 +1,108 @@
+{
+  "activation_dropout": 0.0,
+  "adapter_attn_dim": null,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 1024,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": true,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 1280,
+  "initializer_range": 0.02,
+  "intermediate_size": 5120,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.0,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.0,
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 48,
+  "num_negatives": 100,
+  "output_hidden_size": 1280,
+  "pad_token_id": 408,
+  "proj_codevector_dim": 1024,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.50.0",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 416,
+  "xvector_output_dim": 512
+}

checkpoint-8800/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7a9c2c7f09741d74546657de3a0b0f1c9972c3740167d9c8e41b3dc46d3b1349
+size 3852217376

checkpoint-8800/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc69c8622e1b92075ca54d2a9acb3cb49ad22f93430efd5d2e8617b4addcdc85
+size 7671210755

checkpoint-8800/preprocessor_config.json

@@ -0,0 +1,10 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

checkpoint-8800/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1a9935ea814c57156eba9e8a4efa123c725e79b1f68098e8f4a0d096c15447b2
+size 14244

checkpoint-8800/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:febd050910e5d8cdbea0a7b6d80f5f795a947633c2ccdd0ecf21c22c9e5a114c
+size 1064

checkpoint-8800/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b750106402e066e83f2e8500d9bc48c868d446e9f12f58d61339685262e60823
+size 5432

checkpoint-9600/config.json

@@ -0,0 +1,108 @@
+{
+  "activation_dropout": 0.0,
+  "adapter_attn_dim": null,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 1024,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": true,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 1280,
+  "initializer_range": 0.02,
+  "intermediate_size": 5120,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.0,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.0,
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 48,
+  "num_negatives": 100,
+  "output_hidden_size": 1280,
+  "pad_token_id": 408,
+  "proj_codevector_dim": 1024,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.50.0",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 416,
+  "xvector_output_dim": 512
+}

checkpoint-9600/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:681cdd569611f7b9e35a53e24e49d8f9662ed2b526f23f51799ce2722bd1573b
+size 3852217376

checkpoint-9600/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:97871d82d2346636a4b3a9c895edc229424ef565b019edb163828ed92f8bb1a8
+size 7671210755

checkpoint-9600/preprocessor_config.json

@@ -0,0 +1,10 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

checkpoint-9600/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d049554c52bc780701b529f1a472c70df84b5d20505a50262463bb6b815ac48e
+size 14244

checkpoint-9600/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39b0b40ad2d7d53008b0348b56ab9736840bd672d63629e76abb7e1e21f7efca
+size 1064

checkpoint-9600/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b750106402e066e83f2e8500d9bc48c868d446e9f12f58d61339685262e60823
+size 5432

config.json

@@ -0,0 +1,108 @@
+{
+  "activation_dropout": 0.0,
+  "adapter_attn_dim": null,
+  "adapter_kernel_size": 3,
+  "adapter_stride": 2,
+  "add_adapter": false,
+  "apply_spec_augment": true,
+  "architectures": [
+    "Wav2Vec2ForCTC"
+  ],
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "classifier_proj_size": 256,
+  "codevector_dim": 1024,
+  "contrastive_logits_temperature": 0.1,
+  "conv_bias": true,
+  "conv_dim": [
+    512,
+    512,
+    512,
+    512,
+    512,
+    512,
+    512
+  ],
+  "conv_kernel": [
+    10,
+    3,
+    3,
+    3,
+    3,
+    2,
+    2
+  ],
+  "conv_stride": [
+    5,
+    2,
+    2,
+    2,
+    2,
+    2,
+    2
+  ],
+  "ctc_loss_reduction": "mean",
+  "ctc_zero_infinity": true,
+  "diversity_loss_weight": 0.1,
+  "do_stable_layer_norm": true,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_dropout": 0.0,
+  "feat_extract_norm": "layer",
+  "feat_proj_dropout": 0.0,
+  "feat_quantizer_dropout": 0.0,
+  "final_dropout": 0.0,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.0,
+  "hidden_size": 1280,
+  "initializer_range": 0.02,
+  "intermediate_size": 5120,
+  "layer_norm_eps": 1e-05,
+  "layerdrop": 0.0,
+  "mask_feature_length": 10,
+  "mask_feature_min_masks": 0,
+  "mask_feature_prob": 0.0,
+  "mask_time_length": 10,
+  "mask_time_min_masks": 2,
+  "mask_time_prob": 0.0,
+  "model_type": "wav2vec2",
+  "num_adapter_layers": 3,
+  "num_attention_heads": 16,
+  "num_codevector_groups": 2,
+  "num_codevectors_per_group": 320,
+  "num_conv_pos_embedding_groups": 16,
+  "num_conv_pos_embeddings": 128,
+  "num_feat_extract_layers": 7,
+  "num_hidden_layers": 48,
+  "num_negatives": 100,
+  "output_hidden_size": 1280,
+  "pad_token_id": 408,
+  "proj_codevector_dim": 1024,
+  "tdnn_dilation": [
+    1,
+    2,
+    3,
+    1,
+    1
+  ],
+  "tdnn_dim": [
+    512,
+    512,
+    512,
+    512,
+    1500
+  ],
+  "tdnn_kernel": [
+    5,
+    3,
+    3,
+    1,
+    1
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.50.0",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 416,
+  "xvector_output_dim": 512
+}

ctc_tokenizer/vocab.json

@@ -0,0 +1,416 @@
+{
+    "!": 1,
+    "#": 2,
+    "$": 3,
+    "%": 4,
+    "&": 5,
+    "'": 6,
+    "*": 7,
+    "+": 8,
+    ",": 9,
+    "-": 10,
+    ".": 11,
+    "0": 12,
+    "1": 13,
+    "2": 14,
+    "3": 15,
+    "4": 16,
+    "5": 17,
+    "6": 18,
+    "7": 19,
+    "8": 20,
+    "9": 21,
+    "=": 22,
+    "?": 23,
+    "@": 24,
+    "a": 25,
+    "b": 26,
+    "c": 27,
+    "d": 28,
+    "e": 29,
+    "f": 30,
+    "g": 31,
+    "h": 32,
+    "i": 33,
+    "j": 34,
+    "k": 35,
+    "l": 36,
+    "m": 37,
+    "n": 38,
+    "o": 39,
+    "p": 40,
+    "q": 41,
+    "r": 42,
+    "s": 43,
+    "t": 44,
+    "u": 45,
+    "v": 46,
+    "w": 47,
+    "x": 48,
+    "y": 49,
+    "z": 50,
+    "\u1200": 51,
+    "\u1201": 52,
+    "\u1202": 53,
+    "\u1203": 54,
+    "\u1204": 55,
+    "\u1205": 56,
+    "\u1206": 57,
+    "\u1207": 58,
+    "\u1208": 59,
+    "\u1209": 60,
+    "\u120a": 61,
+    "\u120b": 62,
+    "\u120c": 63,
+    "\u120d": 64,
+    "\u120e": 65,
+    "\u120f": 66,
+    "\u1210": 67,
+    "\u1211": 68,
+    "\u1212": 69,
+    "\u1213": 70,
+    "\u1214": 71,
+    "\u1215": 72,
+    "\u1216": 73,
+    "\u1217": 74,
+    "\u1218": 75,
+    "\u1219": 76,
+    "\u121a": 77,
+    "\u121b": 78,
+    "\u121c": 79,
+    "\u121d": 80,
+    "\u121e": 81,
+    "\u121f": 82,
+    "\u1220": 83,
+    "\u1221": 84,
+    "\u1222": 85,
+    "\u1223": 86,
+    "\u1224": 87,
+    "\u1225": 88,
+    "\u1226": 89,
+    "\u1227": 90,
+    "\u1228": 91,
+    "\u1229": 92,
+    "\u122a": 93,
+    "\u122b": 94,
+    "\u122c": 95,
+    "\u122d": 96,
+    "\u122e": 97,
+    "\u122f": 98,
+    "\u1230": 99,
+    "\u1231": 100,
+    "\u1232": 101,
+    "\u1233": 102,
+    "\u1234": 103,
+    "\u1235": 104,
+    "\u1236": 105,
+    "\u1237": 106,
+    "\u1238": 107,
+    "\u1239": 108,
+    "\u123a": 109,
+    "\u123b": 110,
+    "\u123c": 111,
+    "\u123d": 112,
+    "\u123e": 113,
+    "\u123f": 114,
+    "\u1240": 115,
+    "\u1241": 116,
+    "\u1242": 117,
+    "\u1243": 118,
+    "\u1244": 119,
+    "\u1245": 120,
+    "\u1246": 121,
+    "\u1247": 122,
+    "\u1248": 123,
+    "\u124a": 124,
+    "\u124b": 125,
+    "\u124c": 126,
+    "\u124d": 127,
+    "\u1250": 128,
+    "\u1251": 129,
+    "\u1252": 130,
+    "\u1253": 131,
+    "\u1254": 132,
+    "\u1255": 133,
+    "\u1256": 134,
+    "\u1258": 135,
+    "\u125a": 136,
+    "\u125b": 137,
+    "\u125c": 138,
+    "\u125d": 139,
+    "\u1260": 140,
+    "\u1261": 141,
+    "\u1262": 142,
+    "\u1263": 143,
+    "\u1264": 144,
+    "\u1265": 145,
+    "\u1266": 146,
+    "\u1267": 147,
+    "\u1268": 148,
+    "\u1269": 149,
+    "\u126a": 150,
+    "\u126b": 151,
+    "\u126c": 152,
+    "\u126d": 153,
+    "\u126e": 154,
+    "\u126f": 155,
+    "\u1270": 156,
+    "\u1271": 157,
+    "\u1272": 158,
+    "\u1273": 159,
+    "\u1274": 160,
+    "\u1275": 161,
+    "\u1276": 162,
+    "\u1277": 163,
+    "\u1278": 164,
+    "\u1279": 165,
+    "\u127a": 166,
+    "\u127b": 167,
+    "\u127c": 168,
+    "\u127d": 169,
+    "\u127e": 170,
+    "\u127f": 171,
+    "\u1280": 172,
+    "\u1281": 173,
+    "\u1282": 174,
+    "\u1283": 175,
+    "\u1284": 176,
+    "\u1285": 177,
+    "\u1286": 178,
+    "\u1287": 179,
+    "\u1288": 180,
+    "\u128a": 181,
+    "\u128b": 182,
+    "\u128c": 183,
+    "\u128d": 184,
+    "\u1290": 185,
+    "\u1291": 186,
+    "\u1292": 187,
+    "\u1293": 188,
+    "\u1294": 189,
+    "\u1295": 190,
+    "\u1296": 191,
+    "\u1297": 192,
+    "\u1298": 193,
+    "\u1299": 194,
+    "\u129a": 195,
+    "\u129b": 196,
+    "\u129c": 197,
+    "\u129d": 198,
+    "\u129e": 199,
+    "\u129f": 200,
+    "\u12a0": 201,
+    "\u12a1": 202,
+    "\u12a2": 203,
+    "\u12a3": 204,
+    "\u12a4": 205,
+    "\u12a5": 206,
+    "\u12a6": 207,
+    "\u12a7": 208,
+    "\u12a8": 209,
+    "\u12a9": 210,
+    "\u12aa": 211,
+    "\u12ab": 212,
+    "\u12ac": 213,
+    "\u12ad": 214,
+    "\u12ae": 215,
+    "\u12af": 216,
+    "\u12b0": 217,
+    "\u12b2": 218,
+    "\u12b3": 219,
+    "\u12b4": 220,
+    "\u12b5": 221,
+    "\u12b8": 222,
+    "\u12b9": 223,
+    "\u12ba": 224,
+    "\u12bb": 225,
+    "\u12bc": 226,
+    "\u12bd": 227,
+    "\u12be": 228,
+    "\u12c0": 229,
+    "\u12c2": 230,
+    "\u12c3": 231,
+    "\u12c4": 232,
+    "\u12c5": 233,
+    "\u12c8": 234,
+    "\u12c9": 235,
+    "\u12ca": 236,
+    "\u12cb": 237,
+    "\u12cc": 238,
+    "\u12cd": 239,
+    "\u12ce": 240,
+    "\u12cf": 241,
+    "\u12d0": 242,
+    "\u12d1": 243,
+    "\u12d2": 244,
+    "\u12d3": 245,
+    "\u12d4": 246,
+    "\u12d5": 247,
+    "\u12d6": 248,
+    "\u12d8": 249,
+    "\u12d9": 250,
+    "\u12da": 251,
+    "\u12db": 252,
+    "\u12dc": 253,
+    "\u12dd": 254,
+    "\u12de": 255,
+    "\u12df": 256,
+    "\u12e0": 257,
+    "\u12e1": 258,
+    "\u12e2": 259,
+    "\u12e3": 260,
+    "\u12e4": 261,
+    "\u12e5": 262,
+    "\u12e6": 263,
+    "\u12e7": 264,
+    "\u12e8": 265,
+    "\u12e9": 266,
+    "\u12ea": 267,
+    "\u12eb": 268,
+    "\u12ec": 269,
+    "\u12ed": 270,
+    "\u12ee": 271,
+    "\u12ef": 272,
+    "\u12f0": 273,
+    "\u12f1": 274,
+    "\u12f2": 275,
+    "\u12f3": 276,
+    "\u12f4": 277,
+    "\u12f5": 278,
+    "\u12f6": 279,
+    "\u12f7": 280,
+    "\u12f8": 281,
+    "\u12f9": 282,
+    "\u12fa": 283,
+    "\u12fb": 284,
+    "\u12fc": 285,
+    "\u12fd": 286,
+    "\u12fe": 287,
+    "\u12ff": 288,
+    "\u1300": 289,
+    "\u1301": 290,
+    "\u1302": 291,
+    "\u1303": 292,
+    "\u1304": 293,
+    "\u1305": 294,
+    "\u1306": 295,
+    "\u1307": 296,
+    "\u1308": 297,
+    "\u1309": 298,
+    "\u130a": 299,
+    "\u130b": 300,
+    "\u130c": 301,
+    "\u130d": 302,
+    "\u130e": 303,
+    "\u130f": 304,
+    "\u1310": 305,
+    "\u1312": 306,
+    "\u1313": 307,
+    "\u1314": 308,
+    "\u1315": 309,
+    "\u1318": 310,
+    "\u1319": 311,
+    "\u131a": 312,
+    "\u131b": 313,
+    "\u131c": 314,
+    "\u131d": 315,
+    "\u131e": 316,
+    "\u131f": 317,
+    "\u1320": 318,
+    "\u1321": 319,
+    "\u1322": 320,
+    "\u1323": 321,
+    "\u1324": 322,
+    "\u1325": 323,
+    "\u1326": 324,
+    "\u1327": 325,
+    "\u1328": 326,
+    "\u1329": 327,
+    "\u132a": 328,
+    "\u132b": 329,
+    "\u132c": 330,
+    "\u132d": 331,
+    "\u132e": 332,
+    "\u132f": 333,
+    "\u1330": 334,
+    "\u1331": 335,
+    "\u1332": 336,
+    "\u1333": 337,
+    "\u1334": 338,
+    "\u1335": 339,
+    "\u1336": 340,
+    "\u1337": 341,
+    "\u1338": 342,
+    "\u1339": 343,
+    "\u133a": 344,
+    "\u133b": 345,
+    "\u133c": 346,
+    "\u133d": 347,
+    "\u133e": 348,
+    "\u133f": 349,
+    "\u1340": 350,
+    "\u1341": 351,
+    "\u1342": 352,
+    "\u1343": 353,
+    "\u1344": 354,
+    "\u1345": 355,
+    "\u1346": 356,
+    "\u1347": 357,
+    "\u1348": 358,
+    "\u1349": 359,
+    "\u134a": 360,
+    "\u134b": 361,
+    "\u134c": 362,
+    "\u134d": 363,
+    "\u134e": 364,
+    "\u134f": 365,
+    "\u1350": 366,
+    "\u1351": 367,
+    "\u1352": 368,
+    "\u1353": 369,
+    "\u1354": 370,
+    "\u1355": 371,
+    "\u1356": 372,
+    "\u1357": 373,
+    "\u1358": 374,
+    "\u1359": 375,
+    "\u135a": 376,
+    "\u1360": 377,
+    "\u1361": 378,
+    "\u1362": 379,
+    "\u1363": 380,
+    "\u1364": 381,
+    "\u1365": 382,
+    "\u1366": 383,
+    "\u1367": 384,
+    "\u1368": 385,
+    "\u1369": 386,
+    "\u136a": 387,
+    "\u136b": 388,
+    "\u136c": 389,
+    "\u136d": 390,
+    "\u136e": 391,
+    "\u136f": 392,
+    "\u1370": 393,
+    "\u1371": 394,
+    "\u1372": 395,
+    "\u1373": 396,
+    "\u1374": 397,
+    "\u1375": 398,
+    "\u1376": 399,
+    "\u1377": 400,
+    "\u1378": 401,
+    "\u1379": 402,
+    "\u137a": 403,
+    "\u137b": 404,
+    "\u137c": 405,
+    "\u20ac": 406,
+    "|": 0,
+    "[UNK]": 407,
+    "[PAD]": 408,
+    "[AMH]": 409,
+    "[WAL]": 410,
+    "[ORM]": 411,
+    "[TIR]": 412,
+    "[SID]": 413
+}

metrics.json

@@ -0,0 +1 @@
+{"eval_loss": 0.8018730282783508, "eval_wer": 0.3658269644579654, "eval_cer": 0.09859656887964062, "eval_score": 76.77882333311969, "eval_runtime": 30.4694, "eval_samples_per_second": 65.64, "eval_steps_per_second": 8.205, "epoch": 6.21369596891695}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:681cdd569611f7b9e35a53e24e49d8f9662ed2b526f23f51799ce2722bd1573b
+size 3852217376

preprocessor_config.json

@@ -0,0 +1,10 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

processor/added_tokens.json

@@ -0,0 +1,4 @@
+{
+  "</s>": 415,
+  "<s>": 414
+}

processor/preprocessor_config.json

@@ -0,0 +1,10 @@
+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0.0,
+  "processor_class": "Wav2Vec2Processor",
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

processor/special_tokens_map.json

@@ -0,0 +1,6 @@
+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "[PAD]",
+  "unk_token": "[UNK]"
+}

processor/tokenizer_config.json

@@ -0,0 +1,89 @@
+{
+  "added_tokens_decoder": {
+    "407": {
+      "content": "[UNK]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "408": {
+      "content": "[PAD]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "409": {
+      "content": "[AMH]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "410": {
+      "content": "[WAL]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "411": {
+      "content": "[ORM]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "412": {
+      "content": "[TIR]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "413": {
+      "content": "[SID]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "414": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "415": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "processor_class": "Wav2Vec2Processor",
+  "replace_word_delimiter_char": " ",
+  "target_lang": null,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "unk_token": "[UNK]",
+  "word_delimiter_token": "|"
+}

processor/vocab.json

@@ -0,0 +1,416 @@
+{
+  "!": 1,
+  "#": 2,
+  "$": 3,
+  "%": 4,
+  "&": 5,
+  "'": 6,
+  "*": 7,
+  "+": 8,
+  ",": 9,
+  "-": 10,
+  ".": 11,
+  "0": 12,
+  "1": 13,
+  "2": 14,
+  "3": 15,
+  "4": 16,
+  "5": 17,
+  "6": 18,
+  "7": 19,
+  "8": 20,
+  "9": 21,
+  "=": 22,
+  "?": 23,
+  "@": 24,
+  "[AMH]": 409,
+  "[ORM]": 411,
+  "[PAD]": 408,
+  "[SID]": 413,
+  "[TIR]": 412,
+  "[UNK]": 407,
+  "[WAL]": 410,
+  "a": 25,
+  "b": 26,
+  "c": 27,
+  "d": 28,
+  "e": 29,
+  "f": 30,
+  "g": 31,
+  "h": 32,
+  "i": 33,
+  "j": 34,
+  "k": 35,
+  "l": 36,
+  "m": 37,
+  "n": 38,
+  "o": 39,
+  "p": 40,
+  "q": 41,
+  "r": 42,
+  "s": 43,
+  "t": 44,
+  "u": 45,
+  "v": 46,
+  "w": 47,
+  "x": 48,
+  "y": 49,
+  "z": 50,
+  "|": 0,
+  "ሀ": 51,
+  "ሁ": 52,
+  "ሂ": 53,
+  "ሃ": 54,
+  "ሄ": 55,
+  "ህ": 56,
+  "ሆ": 57,
+  "ሇ": 58,
+  "ለ": 59,
+  "ሉ": 60,
+  "ሊ": 61,
+  "ላ": 62,
+  "ሌ": 63,
+  "ል": 64,
+  "ሎ": 65,
+  "ሏ": 66,
+  "ሐ": 67,
+  "ሑ": 68,
+  "ሒ": 69,
+  "ሓ": 70,
+  "ሔ": 71,
+  "ሕ": 72,
+  "ሖ": 73,
+  "ሗ": 74,
+  "መ": 75,
+  "ሙ": 76,
+  "ሚ": 77,
+  "ማ": 78,
+  "ሜ": 79,
+  "ም": 80,
+  "ሞ": 81,
+  "ሟ": 82,
+  "ሠ": 83,
+  "ሡ": 84,
+  "ሢ": 85,
+  "ሣ": 86,
+  "ሤ": 87,
+  "ሥ": 88,
+  "ሦ": 89,
+  "ሧ": 90,
+  "ረ": 91,
+  "ሩ": 92,
+  "ሪ": 93,
+  "ራ": 94,
+  "ሬ": 95,
+  "ር": 96,
+  "ሮ": 97,
+  "ሯ": 98,
+  "ሰ": 99,
+  "ሱ": 100,
+  "ሲ": 101,
+  "ሳ": 102,
+  "ሴ": 103,
+  "ስ": 104,
+  "ሶ": 105,
+  "ሷ": 106,
+  "ሸ": 107,
+  "ሹ": 108,
+  "ሺ": 109,
+  "ሻ": 110,
+  "ሼ": 111,
+  "ሽ": 112,
+  "ሾ": 113,
+  "ሿ": 114,
+  "ቀ": 115,
+  "ቁ": 116,
+  "ቂ": 117,
+  "ቃ": 118,
+  "ቄ": 119,
+  "ቅ": 120,
+  "ቆ": 121,
+  "ቇ": 122,
+  "ቈ": 123,
+  "ቊ": 124,
+  "ቋ": 125,
+  "ቌ": 126,
+  "ቍ": 127,
+  "ቐ": 128,
+  "ቑ": 129,
+  "ቒ": 130,
+  "ቓ": 131,
+  "ቔ": 132,
+  "ቕ": 133,
+  "ቖ": 134,
+  "ቘ": 135,
+  "ቚ": 136,
+  "ቛ": 137,
+  "ቜ": 138,
+  "ቝ": 139,
+  "በ": 140,
+  "ቡ": 141,
+  "ቢ": 142,
+  "ባ": 143,
+  "ቤ": 144,
+  "ብ": 145,
+  "ቦ": 146,
+  "ቧ": 147,
+  "ቨ": 148,
+  "ቩ": 149,
+  "ቪ": 150,
+  "ቫ": 151,
+  "ቬ": 152,
+  "ቭ": 153,
+  "ቮ": 154,
+  "ቯ": 155,
+  "ተ": 156,
+  "ቱ": 157,
+  "ቲ": 158,
+  "ታ": 159,
+  "ቴ": 160,
+  "ት": 161,
+  "ቶ": 162,
+  "ቷ": 163,
+  "ቸ": 164,
+  "ቹ": 165,
+  "ቺ": 166,
+  "ቻ": 167,
+  "ቼ": 168,
+  "ች": 169,
+  "ቾ": 170,
+  "ቿ": 171,
+  "ኀ": 172,
+  "ኁ": 173,
+  "ኂ": 174,
+  "ኃ": 175,
+  "ኄ": 176,
+  "ኅ": 177,
+  "ኆ": 178,
+  "ኇ": 179,
+  "ኈ": 180,
+  "ኊ": 181,
+  "ኋ": 182,
+  "ኌ": 183,
+  "ኍ": 184,
+  "ነ": 185,
+  "ኑ": 186,
+  "ኒ": 187,
+  "ና": 188,
+  "ኔ": 189,
+  "ን": 190,
+  "ኖ": 191,
+  "ኗ": 192,
+  "ኘ": 193,
+  "ኙ": 194,
+  "ኚ": 195,
+  "ኛ": 196,
+  "ኜ": 197,
+  "ኝ": 198,
+  "ኞ": 199,
+  "ኟ": 200,
+  "አ": 201,
+  "ኡ": 202,
+  "ኢ": 203,
+  "ኣ": 204,
+  "ኤ": 205,
+  "እ": 206,
+  "ኦ": 207,
+  "ኧ": 208,
+  "ከ": 209,
+  "ኩ": 210,
+  "ኪ": 211,
+  "ካ": 212,
+  "ኬ": 213,
+  "ክ": 214,
+  "ኮ": 215,
+  "ኯ": 216,
+  "ኰ": 217,
+  "ኲ": 218,
+  "ኳ": 219,
+  "ኴ": 220,
+  "ኵ": 221,
+  "ኸ": 222,
+  "ኹ": 223,
+  "ኺ": 224,
+  "ኻ": 225,
+  "ኼ": 226,
+  "ኽ": 227,
+  "ኾ": 228,
+  "ዀ": 229,
+  "ዂ": 230,
+  "ዃ": 231,
+  "ዄ": 232,
+  "ዅ": 233,
+  "ወ": 234,
+  "ዉ": 235,
+  "ዊ": 236,
+  "ዋ": 237,
+  "ዌ": 238,
+  "ው": 239,
+  "ዎ": 240,
+  "ዏ": 241,
+  "ዐ": 242,
+  "ዑ": 243,
+  "ዒ": 244,
+  "ዓ": 245,
+  "ዔ": 246,
+  "ዕ": 247,
+  "ዖ": 248,
+  "ዘ": 249,
+  "ዙ": 250,
+  "ዚ": 251,
+  "ዛ": 252,
+  "ዜ": 253,
+  "ዝ": 254,
+  "ዞ": 255,
+  "ዟ": 256,
+  "ዠ": 257,
+  "ዡ": 258,
+  "ዢ": 259,
+  "ዣ": 260,
+  "ዤ": 261,
+  "ዥ": 262,
+  "ዦ": 263,
+  "ዧ": 264,
+  "የ": 265,
+  "ዩ": 266,
+  "ዪ": 267,
+  "ያ": 268,
+  "ዬ": 269,
+  "ይ": 270,
+  "ዮ": 271,
+  "ዯ": 272,
+  "ደ": 273,
+  "ዱ": 274,
+  "ዲ": 275,
+  "ዳ": 276,
+  "ዴ": 277,
+  "ድ": 278,
+  "ዶ": 279,
+  "ዷ": 280,
+  "ዸ": 281,
+  "ዹ": 282,
+  "ዺ": 283,
+  "ዻ": 284,
+  "ዼ": 285,
+  "ዽ": 286,
+  "ዾ": 287,
+  "ዿ": 288,
+  "ጀ": 289,
+  "ጁ": 290,
+  "ጂ": 291,
+  "ጃ": 292,
+  "ጄ": 293,
+  "ጅ": 294,
+  "ጆ": 295,
+  "ጇ": 296,
+  "ገ": 297,
+  "ጉ": 298,
+  "ጊ": 299,
+  "ጋ": 300,
+  "ጌ": 301,
+  "ግ": 302,
+  "ጎ": 303,
+  "ጏ": 304,
+  "ጐ": 305,
+  "ጒ": 306,
+  "ጓ": 307,
+  "ጔ": 308,
+  "ጕ": 309,
+  "ጘ": 310,
+  "ጙ": 311,
+  "ጚ": 312,
+  "ጛ": 313,
+  "ጜ": 314,
+  "ጝ": 315,
+  "ጞ": 316,
+  "ጟ": 317,
+  "ጠ": 318,
+  "ጡ": 319,
+  "ጢ": 320,
+  "ጣ": 321,
+  "ጤ": 322,
+  "ጥ": 323,
+  "ጦ": 324,
+  "ጧ": 325,
+  "ጨ": 326,
+  "ጩ": 327,
+  "ጪ": 328,
+  "ጫ": 329,
+  "ጬ": 330,
+  "ጭ": 331,
+  "ጮ": 332,
+  "ጯ": 333,
+  "ጰ": 334,
+  "ጱ": 335,
+  "ጲ": 336,
+  "ጳ": 337,
+  "ጴ": 338,
+  "ጵ": 339,
+  "ጶ": 340,
+  "ጷ": 341,
+  "ጸ": 342,
+  "ጹ": 343,
+  "ጺ": 344,
+  "ጻ": 345,
+  "ጼ": 346,
+  "ጽ": 347,
+  "ጾ": 348,
+  "ጿ": 349,
+  "ፀ": 350,
+  "ፁ": 351,
+  "ፂ": 352,
+  "ፃ": 353,
+  "ፄ": 354,
+  "ፅ": 355,
+  "ፆ": 356,
+  "ፇ": 357,
+  "ፈ": 358,
+  "ፉ": 359,
+  "ፊ": 360,
+  "ፋ": 361,
+  "ፌ": 362,
+  "ፍ": 363,
+  "ፎ": 364,
+  "ፏ": 365,
+  "ፐ": 366,
+  "ፑ": 367,
+  "ፒ": 368,
+  "ፓ": 369,
+  "ፔ": 370,
+  "ፕ": 371,
+  "ፖ": 372,
+  "ፗ": 373,
+  "ፘ": 374,
+  "ፙ": 375,
+  "ፚ": 376,
+  "፠": 377,
+  "፡": 378,
+  "።": 379,
+  "፣": 380,
+  "፤": 381,
+  "፥": 382,
+  "፦": 383,
+  "፧": 384,
+  "፨": 385,
+  "፩": 386,
+  "፪": 387,
+  "፫": 388,
+  "፬": 389,
+  "፭": 390,
+  "፮": 391,
+  "፯": 392,
+  "፰": 393,
+  "፱": 394,
+  "፲": 395,
+  "፳": 396,
+  "፴": 397,
+  "፵": 398,
+  "፶": 399,
+  "፷": 400,
+  "፸": 401,
+  "፹": 402,
+  "፺": 403,
+  "፻": 404,
+  "፼": 405,
+  "€": 406
+}

special_tokens_map.json

@@ -0,0 +1,6 @@
+{
+  "bos_token": "<s>",
+  "eos_token": "</s>",
+  "pad_token": "[PAD]",
+  "unk_token": "[UNK]"
+}

tokenizer_config.json

@@ -0,0 +1,89 @@
+{
+  "added_tokens_decoder": {
+    "407": {
+      "content": "[UNK]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "408": {
+      "content": "[PAD]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "409": {
+      "content": "[AMH]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "410": {
+      "content": "[WAL]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "411": {
+      "content": "[ORM]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "412": {
+      "content": "[TIR]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "413": {
+      "content": "[SID]",
+      "lstrip": true,
+      "normalized": false,
+      "rstrip": true,
+      "single_word": false,
+      "special": false
+    },
+    "414": {
+      "content": "<s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "415": {
+      "content": "</s>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "do_lower_case": false,
+  "eos_token": "</s>",
+  "extra_special_tokens": {},
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": "[PAD]",
+  "processor_class": "Wav2Vec2Processor",
+  "replace_word_delimiter_char": " ",
+  "target_lang": null,
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
+  "unk_token": "[UNK]",
+  "word_delimiter_token": "|"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b750106402e066e83f2e8500d9bc48c868d446e9f12f58d61339685262e60823
+size 5432

vocab.json

@@ -0,0 +1,416 @@
+{
+  "!": 1,
+  "#": 2,
+  "$": 3,
+  "%": 4,
+  "&": 5,
+  "'": 6,
+  "*": 7,
+  "+": 8,
+  ",": 9,
+  "-": 10,
+  ".": 11,
+  "0": 12,
+  "1": 13,
+  "2": 14,
+  "3": 15,
+  "4": 16,
+  "5": 17,
+  "6": 18,
+  "7": 19,
+  "8": 20,
+  "9": 21,
+  "=": 22,
+  "?": 23,
+  "@": 24,
+  "[AMH]": 409,
+  "[ORM]": 411,
+  "[PAD]": 408,
+  "[SID]": 413,
+  "[TIR]": 412,
+  "[UNK]": 407,
+  "[WAL]": 410,
+  "a": 25,
+  "b": 26,
+  "c": 27,
+  "d": 28,
+  "e": 29,
+  "f": 30,
+  "g": 31,
+  "h": 32,
+  "i": 33,
+  "j": 34,
+  "k": 35,
+  "l": 36,
+  "m": 37,
+  "n": 38,
+  "o": 39,
+  "p": 40,
+  "q": 41,
+  "r": 42,
+  "s": 43,
+  "t": 44,
+  "u": 45,
+  "v": 46,
+  "w": 47,
+  "x": 48,
+  "y": 49,
+  "z": 50,
+  "|": 0,
+  "ሀ": 51,
+  "ሁ": 52,
+  "ሂ": 53,
+  "ሃ": 54,
+  "ሄ": 55,
+  "ህ": 56,
+  "ሆ": 57,
+  "ሇ": 58,
+  "ለ": 59,
+  "ሉ": 60,
+  "ሊ": 61,
+  "ላ": 62,
+  "ሌ": 63,
+  "ል": 64,
+  "ሎ": 65,
+  "ሏ": 66,
+  "ሐ": 67,
+  "ሑ": 68,
+  "ሒ": 69,
+  "ሓ": 70,
+  "ሔ": 71,
+  "ሕ": 72,
+  "ሖ": 73,
+  "ሗ": 74,
+  "መ": 75,
+  "ሙ": 76,
+  "ሚ": 77,
+  "ማ": 78,
+  "ሜ": 79,
+  "ም": 80,
+  "ሞ": 81,
+  "ሟ": 82,
+  "ሠ": 83,
+  "ሡ": 84,
+  "ሢ": 85,
+  "ሣ": 86,
+  "ሤ": 87,
+  "ሥ": 88,
+  "ሦ": 89,
+  "ሧ": 90,
+  "ረ": 91,
+  "ሩ": 92,
+  "ሪ": 93,
+  "ራ": 94,
+  "ሬ": 95,
+  "ር": 96,
+  "ሮ": 97,
+  "ሯ": 98,
+  "ሰ": 99,
+  "ሱ": 100,
+  "ሲ": 101,
+  "ሳ": 102,
+  "ሴ": 103,
+  "ስ": 104,
+  "ሶ": 105,
+  "ሷ": 106,
+  "ሸ": 107,
+  "ሹ": 108,
+  "ሺ": 109,
+  "ሻ": 110,
+  "ሼ": 111,
+  "ሽ": 112,
+  "ሾ": 113,
+  "ሿ": 114,
+  "ቀ": 115,
+  "ቁ": 116,
+  "ቂ": 117,
+  "ቃ": 118,
+  "ቄ": 119,
+  "ቅ": 120,
+  "ቆ": 121,
+  "ቇ": 122,
+  "ቈ": 123,
+  "ቊ": 124,
+  "ቋ": 125,
+  "ቌ": 126,
+  "ቍ": 127,
+  "ቐ": 128,
+  "ቑ": 129,
+  "ቒ": 130,
+  "ቓ": 131,
+  "ቔ": 132,
+  "ቕ": 133,
+  "ቖ": 134,
+  "ቘ": 135,
+  "ቚ": 136,
+  "ቛ": 137,
+  "ቜ": 138,
+  "ቝ": 139,
+  "በ": 140,
+  "ቡ": 141,
+  "ቢ": 142,
+  "ባ": 143,
+  "ቤ": 144,
+  "ብ": 145,
+  "ቦ": 146,
+  "ቧ": 147,
+  "ቨ": 148,
+  "ቩ": 149,
+  "ቪ": 150,
+  "ቫ": 151,
+  "ቬ": 152,
+  "ቭ": 153,
+  "ቮ": 154,
+  "ቯ": 155,
+  "ተ": 156,
+  "ቱ": 157,
+  "ቲ": 158,
+  "ታ": 159,
+  "ቴ": 160,
+  "ት": 161,
+  "ቶ": 162,
+  "ቷ": 163,
+  "ቸ": 164,
+  "ቹ": 165,
+  "ቺ": 166,
+  "ቻ": 167,
+  "ቼ": 168,
+  "ች": 169,
+  "ቾ": 170,
+  "ቿ": 171,
+  "ኀ": 172,
+  "ኁ": 173,
+  "ኂ": 174,
+  "ኃ": 175,
+  "ኄ": 176,
+  "ኅ": 177,
+  "ኆ": 178,
+  "ኇ": 179,
+  "ኈ": 180,
+  "ኊ": 181,
+  "ኋ": 182,
+  "ኌ": 183,
+  "ኍ": 184,
+  "ነ": 185,
+  "ኑ": 186,
+  "ኒ": 187,
+  "ና": 188,
+  "ኔ": 189,
+  "ን": 190,
+  "ኖ": 191,
+  "ኗ": 192,
+  "ኘ": 193,
+  "ኙ": 194,
+  "ኚ": 195,
+  "ኛ": 196,
+  "ኜ": 197,
+  "ኝ": 198,
+  "ኞ": 199,
+  "ኟ": 200,
+  "አ": 201,
+  "ኡ": 202,
+  "ኢ": 203,
+  "ኣ": 204,
+  "ኤ": 205,
+  "እ": 206,
+  "ኦ": 207,
+  "ኧ": 208,
+  "ከ": 209,
+  "ኩ": 210,
+  "ኪ": 211,
+  "ካ": 212,
+  "ኬ": 213,
+  "ክ": 214,
+  "ኮ": 215,
+  "ኯ": 216,
+  "ኰ": 217,
+  "ኲ": 218,
+  "ኳ": 219,
+  "ኴ": 220,
+  "ኵ": 221,
+  "ኸ": 222,
+  "ኹ": 223,
+  "ኺ": 224,
+  "ኻ": 225,
+  "ኼ": 226,
+  "ኽ": 227,
+  "ኾ": 228,
+  "ዀ": 229,
+  "ዂ": 230,
+  "ዃ": 231,
+  "ዄ": 232,
+  "ዅ": 233,
+  "ወ": 234,
+  "ዉ": 235,
+  "ዊ": 236,
+  "ዋ": 237,
+  "ዌ": 238,
+  "ው": 239,
+  "ዎ": 240,
+  "ዏ": 241,
+  "ዐ": 242,
+  "ዑ": 243,
+  "ዒ": 244,
+  "ዓ": 245,
+  "ዔ": 246,
+  "ዕ": 247,
+  "ዖ": 248,
+  "ዘ": 249,
+  "ዙ": 250,
+  "ዚ": 251,
+  "ዛ": 252,
+  "ዜ": 253,
+  "ዝ": 254,
+  "ዞ": 255,
+  "ዟ": 256,
+  "ዠ": 257,
+  "ዡ": 258,
+  "ዢ": 259,
+  "ዣ": 260,
+  "ዤ": 261,
+  "ዥ": 262,
+  "ዦ": 263,
+  "ዧ": 264,
+  "የ": 265,
+  "ዩ": 266,
+  "ዪ": 267,
+  "ያ": 268,
+  "ዬ": 269,
+  "ይ": 270,
+  "ዮ": 271,
+  "ዯ": 272,
+  "ደ": 273,
+  "ዱ": 274,
+  "ዲ": 275,
+  "ዳ": 276,
+  "ዴ": 277,
+  "ድ": 278,
+  "ዶ": 279,
+  "ዷ": 280,
+  "ዸ": 281,
+  "ዹ": 282,
+  "ዺ": 283,
+  "ዻ": 284,
+  "ዼ": 285,
+  "ዽ": 286,
+  "ዾ": 287,
+  "ዿ": 288,
+  "ጀ": 289,
+  "ጁ": 290,
+  "ጂ": 291,
+  "ጃ": 292,
+  "ጄ": 293,
+  "ጅ": 294,
+  "ጆ": 295,
+  "ጇ": 296,
+  "ገ": 297,
+  "ጉ": 298,
+  "ጊ": 299,
+  "ጋ": 300,
+  "ጌ": 301,
+  "ግ": 302,
+  "ጎ": 303,
+  "ጏ": 304,
+  "ጐ": 305,
+  "ጒ": 306,
+  "ጓ": 307,
+  "ጔ": 308,
+  "ጕ": 309,
+  "ጘ": 310,
+  "ጙ": 311,
+  "ጚ": 312,
+  "ጛ": 313,
+  "ጜ": 314,
+  "ጝ": 315,
+  "ጞ": 316,
+  "ጟ": 317,
+  "ጠ": 318,
+  "ጡ": 319,
+  "ጢ": 320,
+  "ጣ": 321,
+  "ጤ": 322,
+  "ጥ": 323,
+  "ጦ": 324,
+  "ጧ": 325,
+  "ጨ": 326,
+  "ጩ": 327,
+  "ጪ": 328,
+  "ጫ": 329,
+  "ጬ": 330,
+  "ጭ": 331,
+  "ጮ": 332,
+  "ጯ": 333,
+  "ጰ": 334,
+  "ጱ": 335,
+  "ጲ": 336,
+  "ጳ": 337,
+  "ጴ": 338,
+  "ጵ": 339,
+  "ጶ": 340,
+  "ጷ": 341,
+  "ጸ": 342,
+  "ጹ": 343,
+  "ጺ": 344,
+  "ጻ": 345,
+  "ጼ": 346,
+  "ጽ": 347,
+  "ጾ": 348,
+  "ጿ": 349,
+  "ፀ": 350,
+  "ፁ": 351,
+  "ፂ": 352,
+  "ፃ": 353,
+  "ፄ": 354,
+  "ፅ": 355,
+  "ፆ": 356,
+  "ፇ": 357,
+  "ፈ": 358,
+  "ፉ": 359,
+  "ፊ": 360,
+  "ፋ": 361,
+  "ፌ": 362,
+  "ፍ": 363,
+  "ፎ": 364,
+  "ፏ": 365,
+  "ፐ": 366,
+  "ፑ": 367,
+  "ፒ": 368,
+  "ፓ": 369,
+  "ፔ": 370,
+  "ፕ": 371,
+  "ፖ": 372,
+  "ፗ": 373,
+  "ፘ": 374,
+  "ፙ": 375,
+  "ፚ": 376,
+  "፠": 377,
+  "፡": 378,
+  "።": 379,
+  "፣": 380,
+  "፤": 381,
+  "፥": 382,
+  "፦": 383,
+  "፧": 384,
+  "፨": 385,
+  "፩": 386,
+  "፪": 387,
+  "፫": 388,
+  "፬": 389,
+  "፭": 390,
+  "፮": 391,
+  "፯": 392,
+  "፰": 393,
+  "፱": 394,
+  "፲": 395,
+  "፳": 396,
+  "፴": 397,
+  "፵": 398,
+  "፶": 399,
+  "፷": 400,
+  "፸": 401,
+  "፹": 402,
+  "፺": 403,
+  "፻": 404,
+  "፼": 405,
+  "€": 406
+}