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makamkkumar
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mkk-persian

Automatic Speech Recognition
Transformers
PyTorch
wav2vec2
Model card Files
xet
Community
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makamkkumar commited on
Commit
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1 Parent(s): 52a4a0c

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Files changed (5) hide show
  1. config.json +116 -0
  2. preprocessor_config.json +10 -0
  3. special_tokens_map.json +6 -0
  4. tokenizer_config.json +14 -0
  5. vocab.json +69 -0
config.json ADDED
@@ -0,0 +1,116 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "_name_or_path": "mkk-persian",
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+ "activation_dropout": 0.05,
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+ "adapter_attn_dim": null,
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+ "adapter_kernel_size": 3,
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+ "adapter_stride": 2,
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+ "add_adapter": false,
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+ "apply_spec_augment": true,
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+ "architectures": [
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+ "Wav2Vec2ForCTC"
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+ ],
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+ "attention_dropout": 0.1,
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+ "bos_token_id": 1,
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+ "classifier_proj_size": 256,
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+ "codevector_dim": 256,
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+ "contrastive_logits_temperature": 0.1,
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+ "conv_bias": true,
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+ "conv_dim": [
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 512
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+ ],
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+ "conv_kernel": [
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+ 10,
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+ 3,
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+ 3,
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+ 3,
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+ 3,
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+ 2,
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+ 2
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+ ],
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+ "conv_stride": [
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+ 5,
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+ 2,
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+ 2,
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+ 2,
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+ 2,
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+ 2,
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+ 2
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+ ],
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+ "ctc_loss_reduction": "mean",
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+ "ctc_zero_infinity": true,
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+ "diversity_loss_weight": 0.1,
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+ "do_stable_layer_norm": true,
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+ "eos_token_id": 2,
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+ "feat_extract_activation": "gelu",
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+ "feat_extract_dropout": 0.0,
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+ "feat_extract_norm": "layer",
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+ "feat_proj_dropout": 0.05,
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+ "feat_quantizer_dropout": 0.0,
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+ "final_dropout": 0.0,
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+ "hidden_act": "gelu",
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+ "hidden_dropout": 0.05,
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+ "hidden_size": 1024,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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+ "layer_norm_eps": 1e-05,
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+ "layerdrop": 0.05,
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+ "mask_channel_length": 10,
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+ "mask_channel_min_space": 1,
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+ "mask_channel_other": 0.0,
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+ "mask_channel_prob": 0.0,
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+ "mask_channel_selection": "static",
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+ "mask_feature_length": 10,
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+ "mask_feature_min_masks": 0,
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+ "mask_feature_prob": 0.0,
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+ "mask_time_length": 10,
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+ "mask_time_min_masks": 2,
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+ "mask_time_min_space": 1,
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+ "mask_time_other": 0.0,
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+ "mask_time_prob": 0.05,
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+ "mask_time_selection": "static",
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+ "model_type": "wav2vec2",
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+ "num_adapter_layers": 3,
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+ "num_attention_heads": 16,
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+ "num_codevector_groups": 2,
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+ "num_codevectors_per_group": 320,
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+ "num_conv_pos_embedding_groups": 16,
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+ "num_conv_pos_embeddings": 128,
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+ "num_feat_extract_layers": 7,
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+ "num_hidden_layers": 24,
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+ "num_negatives": 100,
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+ "output_hidden_size": 1024,
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+ "pad_token_id": 0,
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+ "proj_codevector_dim": 256,
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+ "tdnn_dilation": [
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+ 1,
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+ 2,
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+ 3,
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+ 1,
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+ 1
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+ ],
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+ "tdnn_dim": [
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+ 512,
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+ 512,
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+ 512,
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+ 512,
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+ 1500
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+ ],
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+ "tdnn_kernel": [
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+ 5,
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+ 3,
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+ 3,
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+ 1,
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+ 1
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+ ],
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.33.2",
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+ "use_weighted_layer_sum": false,
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+ "vocab_size": 67,
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+ "xvector_output_dim": 512
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+ }
preprocessor_config.json ADDED
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+ {
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+ "do_normalize": true,
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+ "feature_extractor_type": "Wav2Vec2FeatureExtractor",
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+ "feature_size": 1,
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+ "padding_side": "right",
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+ "padding_value": 0.0,
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+ "processor_class": "Wav2Vec2Processor",
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+ "return_attention_mask": true,
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+ "sampling_rate": 16000
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+ }
special_tokens_map.json ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
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+ {
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+ "bos_token": "<s>",
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+ "eos_token": "</s>",
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+ "pad_token": "<pad>",
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+ "unk_token": "<unk>"
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+ }
tokenizer_config.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "bos_token": "<s>",
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+ "clean_up_tokenization_spaces": true,
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+ "do_lower_case": false,
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+ "eos_token": "</s>",
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+ "model_max_length": 1000000000000000019884624838656,
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+ "pad_token": "<pad>",
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+ "processor_class": "Wav2Vec2Processor",
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+ "replace_word_delimiter_char": " ",
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+ "target_lang": null,
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+ "tokenizer_class": "Wav2Vec2CTCTokenizer",
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+ "unk_token": "<unk>",
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+ "word_delimiter_token": "|"
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+ }
vocab.json ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ {
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+ "-": 18,
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+ "</s>": 2,
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+ "<pad>": 0,
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+ "<s>": 1,
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+ "<unk>": 3,
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+ "A": 24,
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+ "B": 62,
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+ "E": 43,
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+ "F": 20,
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+ "I": 19,
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+ "M": 49,
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+ "N": 56,
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+ "R": 12,
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+ "S": 59,
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+ "T": 58,
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+ "Y": 27,
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+ "|": 4,
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+ "Ā": 44,
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+ "Š": 60,
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+ "؛": 45,
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+ "ء": 63,
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+ "آ": 51,
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+ "أ": 31,
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+ "ئ": 8,
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+ "ا": 65,
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+ "ب": 33,
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+ "ت": 37,
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+ "ث": 26,
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+ "ج": 10,
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+ "ح": 34,
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+ "خ": 38,
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+ "د": 28,
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+ "ذ": 21,
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+ "ر": 29,
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+ "ز": 52,
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+ "س": 54,
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+ "ش": 25,
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+ "ص": 53,
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+ "ض": 17,
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+ "ط": 40,
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+ "ظ": 35,
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+ "ع": 14,
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+ "غ": 39,
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+ "ـ": 7,
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+ "ف": 50,
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+ "ق": 32,
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+ "ك": 41,
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+ "ل": 9,
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+ "م": 16,
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+ "ن": 22,
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+ "ه": 48,
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+ "و": 6,
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+ "ى": 66,
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+ "ي": 42,
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+ "ً": 64,
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+ "َ": 15,
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+ "ُ": 57,
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+ "ِ": 13,
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+ "ّ": 30,
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+ "ٔ": 61,
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+ "٬": 5,
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+ "پ": 36,
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+ "چ": 47,
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+ "ژ": 23,
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+ "ک": 11,
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+ "گ": 55,
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+ "ی": 46
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+ }