Commit
•
71c8584
1
Parent(s):
b830b2b
Added 90 and 91 models and processors
Browse files- models/model_wav2vec_90/config.json +115 -0
- models/model_wav2vec_90/preprocessor_config.json +10 -0
- models/model_wav2vec_90/training_args.bin +3 -0
- models/trained_model_91/config.json +115 -0
- models/trained_model_91/preprocessor_config.json +9 -0
- models/trained_model_91/training_args.bin +3 -0
- processors/processor_91/preprocessor_config.json +10 -0
- processors/processor_91/special_tokens_map.json +6 -0
- processors/processor_91/tokenizer_config.json +11 -0
- processors/processor_91/vocab.json +65 -0
- processors/processor_wav2vec_90/preprocessor_config.json +10 -0
- processors/processor_wav2vec_90/special_tokens_map.json +6 -0
- processors/processor_wav2vec_90/tokenizer_config.json +12 -0
- processors/processor_wav2vec_90/vocab.json +65 -0
models/model_wav2vec_90/config.json
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{
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"_name_or_path": "anish-shilpakar/wav2vec2-nepali-asr-v1",
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"activation_dropout": 0.0,
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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": 0.12,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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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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2,
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],
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"conv_stride": [
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5,
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],
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"ctc_loss_reduction": "mean",
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"ctc_zero_infinity": false,
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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": 0.0,
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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": 0.12,
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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": 0.1,
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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": 62,
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"proj_codevector_dim": 768,
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"tdnn_dilation": [
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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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1,
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],
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"torch_dtype": "float32",
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"transformers_version": "4.26.0",
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"use_weighted_layer_sum": false,
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"vocab_size": 63,
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"xvector_output_dim": 512
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}
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models/model_wav2vec_90/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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}
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models/model_wav2vec_90/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:f73892696d45cf8565329284ac8566d935d43f87b8841ec2f385e742000f006f
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size 3451
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models/trained_model_91/config.json
ADDED
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{
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"_name_or_path": "anish-shilpakar/wav2vec2-nepali-asr-v1",
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"activation_dropout": 0.0,
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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": 0.12,
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"bos_token_id": 1,
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"classifier_proj_size": 256,
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"codevector_dim": 768,
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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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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": false,
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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": 0.0,
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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": 0.12,
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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": 0.1,
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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": 62,
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"proj_codevector_dim": 768,
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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": "4.20.1",
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"use_weighted_layer_sum": false,
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"vocab_size": 63,
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"xvector_output_dim": 512
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}
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models/trained_model_91/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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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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models/trained_model_91/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:1953e1552f7565a275a289bfaae8458a6c00a890b6ef6dee05278229cb550e7c
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size 3311
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processors/processor_91/preprocessor_config.json
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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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}
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processors/processor_91/special_tokens_map.json
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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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}
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processors/processor_91/tokenizer_config.json
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{
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"bos_token": "<s>",
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"do_lower_case": false,
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"eos_token": "</s>",
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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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"tokenizer_class": "Wav2Vec2CTCTokenizer",
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"unk_token": "[UNK]",
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"word_delimiter_token": "|"
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}
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processors/processor_91/vocab.json
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"[PAD]": 62,
|
3 |
+
"[UNK]": 61,
|
4 |
+
"|": 43,
|
5 |
+
"ँ": 46,
|
6 |
+
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|
7 |
+
"ः": 37,
|
8 |
+
"अ": 40,
|
9 |
+
"आ": 51,
|
10 |
+
"इ": 30,
|
11 |
+
"ई": 0,
|
12 |
+
"उ": 42,
|
13 |
+
"ऊ": 24,
|
14 |
+
"ऋ": 55,
|
15 |
+
"ए": 14,
|
16 |
+
"ऐ": 45,
|
17 |
+
"ओ": 31,
|
18 |
+
"औ": 2,
|
19 |
+
"क": 12,
|
20 |
+
"ख": 4,
|
21 |
+
"ग": 58,
|
22 |
+
"घ": 39,
|
23 |
+
"ङ": 25,
|
24 |
+
"च": 60,
|
25 |
+
"छ": 19,
|
26 |
+
"ज": 48,
|
27 |
+
"झ": 1,
|
28 |
+
"ञ": 15,
|
29 |
+
"ट": 11,
|
30 |
+
"ठ": 22,
|
31 |
+
"ड": 50,
|
32 |
+
"ढ": 8,
|
33 |
+
"ण": 57,
|
34 |
+
"त": 33,
|
35 |
+
"थ": 13,
|
36 |
+
"द": 6,
|
37 |
+
"ध": 7,
|
38 |
+
"न": 27,
|
39 |
+
"प": 20,
|
40 |
+
"फ": 17,
|
41 |
+
"ब": 28,
|
42 |
+
"भ": 21,
|
43 |
+
"म": 59,
|
44 |
+
"य": 23,
|
45 |
+
"र": 16,
|
46 |
+
"ल": 3,
|
47 |
+
"व": 32,
|
48 |
+
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|
49 |
+
"ष": 34,
|
50 |
+
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|
51 |
+
"ह": 49,
|
52 |
+
"ा": 26,
|
53 |
+
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|
54 |
+
"ी": 36,
|
55 |
+
"ु": 18,
|
56 |
+
"ू": 52,
|
57 |
+
"ृ": 56,
|
58 |
+
"े": 44,
|
59 |
+
"ै": 9,
|
60 |
+
"ो": 10,
|
61 |
+
"ौ": 29,
|
62 |
+
"्": 47,
|
63 |
+
"।": 53,
|
64 |
+
"": 5
|
65 |
+
}
|
processors/processor_wav2vec_90/preprocessor_config.json
ADDED
@@ -0,0 +1,10 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"do_normalize": true,
|
3 |
+
"feature_extractor_type": "Wav2Vec2FeatureExtractor",
|
4 |
+
"feature_size": 1,
|
5 |
+
"padding_side": "right",
|
6 |
+
"padding_value": 0.0,
|
7 |
+
"processor_class": "Wav2Vec2Processor",
|
8 |
+
"return_attention_mask": true,
|
9 |
+
"sampling_rate": 16000
|
10 |
+
}
|
processors/processor_wav2vec_90/special_tokens_map.json
ADDED
@@ -0,0 +1,6 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"eos_token": "</s>",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"unk_token": "[UNK]"
|
6 |
+
}
|
processors/processor_wav2vec_90/tokenizer_config.json
ADDED
@@ -0,0 +1,12 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"do_lower_case": false,
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"model_max_length": 1000000000000000019884624838656,
|
6 |
+
"pad_token": "[PAD]",
|
7 |
+
"processor_class": "Wav2Vec2Processor",
|
8 |
+
"replace_word_delimiter_char": " ",
|
9 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
10 |
+
"unk_token": "[UNK]",
|
11 |
+
"word_delimiter_token": "|"
|
12 |
+
}
|
processors/processor_wav2vec_90/vocab.json
ADDED
@@ -0,0 +1,65 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"[PAD]": 62,
|
3 |
+
"[UNK]": 61,
|
4 |
+
"|": 43,
|
5 |
+
"ँ": 46,
|
6 |
+
"ं": 54,
|
7 |
+
"ः": 37,
|
8 |
+
"अ": 40,
|
9 |
+
"आ": 51,
|
10 |
+
"इ": 30,
|
11 |
+
"ई": 0,
|
12 |
+
"उ": 42,
|
13 |
+
"ऊ": 24,
|
14 |
+
"ऋ": 55,
|
15 |
+
"ए": 14,
|
16 |
+
"ऐ": 45,
|
17 |
+
"ओ": 31,
|
18 |
+
"औ": 2,
|
19 |
+
"क": 12,
|
20 |
+
"ख": 4,
|
21 |
+
"ग": 58,
|
22 |
+
"घ": 39,
|
23 |
+
"ङ": 25,
|
24 |
+
"च": 60,
|
25 |
+
"छ": 19,
|
26 |
+
"ज": 48,
|
27 |
+
"झ": 1,
|
28 |
+
"ञ": 15,
|
29 |
+
"ट": 11,
|
30 |
+
"ठ": 22,
|
31 |
+
"ड": 50,
|
32 |
+
"ढ": 8,
|
33 |
+
"ण": 57,
|
34 |
+
"त": 33,
|
35 |
+
"थ": 13,
|
36 |
+
"द": 6,
|
37 |
+
"ध": 7,
|
38 |
+
"न": 27,
|
39 |
+
"प": 20,
|
40 |
+
"फ": 17,
|
41 |
+
"ब": 28,
|
42 |
+
"भ": 21,
|
43 |
+
"म": 59,
|
44 |
+
"य": 23,
|
45 |
+
"र": 16,
|
46 |
+
"ल": 3,
|
47 |
+
"व": 32,
|
48 |
+
"श": 38,
|
49 |
+
"ष": 34,
|
50 |
+
"स": 41,
|
51 |
+
"ह": 49,
|
52 |
+
"ा": 26,
|
53 |
+
"ि": 35,
|
54 |
+
"ी": 36,
|
55 |
+
"ु": 18,
|
56 |
+
"ू": 52,
|
57 |
+
"ृ": 56,
|
58 |
+
"े": 44,
|
59 |
+
"ै": 9,
|
60 |
+
"ो": 10,
|
61 |
+
"ौ": 29,
|
62 |
+
"्": 47,
|
63 |
+
"।": 53,
|
64 |
+
"": 5
|
65 |
+
}
|