Add HuBERT models for "transformers"
Browse files- .gitattributes +4 -0
- embedders/transformers/chinese_hubert_base/config.json +71 -0
- embedders/transformers/chinese_hubert_base/pytorch_model.bin +3 -0
- embedders/transformers/contentvec/config.json +71 -0
- embedders/transformers/contentvec/pytorch_model.bin +3 -0
- embedders/transformers/japanese_hubert_base/config.json +71 -0
- embedders/transformers/japanese_hubert_base/pytorch_model.bin +3 -0
- embedders/transformers/korean_hubert_base/config.json +78 -0
- embedders/transformers/korean_hubert_base/pytorch_model.bin +3 -0
.gitattributes
CHANGED
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@@ -185,3 +185,7 @@ embedders/pytorch/hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 185 |
embedders/pytorch/japanese_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 186 |
embedders/pytorch/korean_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 187 |
embedders/pytorch/portuguese_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 185 |
embedders/pytorch/japanese_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 186 |
embedders/pytorch/korean_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 187 |
embedders/pytorch/portuguese_hubert_base.pt filter=lfs diff=lfs merge=lfs -text
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| 188 |
+
embedders/transformers/chinese_hubert_base/pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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| 189 |
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embedders/transformers/contentvec/pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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| 190 |
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embedders/transformers/japanese_hubert_base/pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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| 191 |
+
embedders/transformers/korean_hubert_base/pytorch_model.bin filter=lfs diff=lfs merge=lfs -text
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embedders/transformers/chinese_hubert_base/config.json
ADDED
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@@ -0,0 +1,71 @@
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{
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"activation_dropout": 0.1,
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| 3 |
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"apply_spec_augment": true,
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| 4 |
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"architectures": [
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| 5 |
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"HubertModel"
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| 6 |
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],
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| 7 |
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"attention_dropout": 0.1,
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| 8 |
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"bos_token_id": 1,
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| 9 |
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"classifier_proj_size": 256,
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| 10 |
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"conv_bias": false,
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| 11 |
+
"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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| 20 |
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"conv_kernel": [
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10,
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3,
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| 23 |
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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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| 32 |
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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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| 37 |
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],
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| 38 |
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"ctc_loss_reduction": "sum",
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| 39 |
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"ctc_zero_infinity": false,
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| 40 |
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"do_stable_layer_norm": false,
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| 41 |
+
"eos_token_id": 2,
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| 42 |
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"feat_extract_activation": "gelu",
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| 43 |
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"feat_extract_norm": "group",
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| 44 |
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"feat_proj_dropout": 0.0,
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| 45 |
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"feat_proj_layer_norm": true,
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| 46 |
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"final_dropout": 0.1,
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| 47 |
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"hidden_act": "gelu",
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| 48 |
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"hidden_dropout": 0.1,
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| 49 |
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"hidden_size": 768,
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| 50 |
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"initializer_range": 0.02,
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| 51 |
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"intermediate_size": 3072,
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| 52 |
+
"layer_norm_eps": 1e-05,
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| 53 |
+
"layerdrop": 0.1,
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| 54 |
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"mask_feature_length": 10,
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| 55 |
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"mask_feature_min_masks": 0,
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| 56 |
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"mask_feature_prob": 0.0,
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| 57 |
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"mask_time_length": 10,
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| 58 |
+
"mask_time_min_masks": 2,
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| 59 |
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"mask_time_prob": 0.05,
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| 60 |
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"model_type": "hubert",
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| 61 |
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"num_attention_heads": 12,
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| 62 |
+
"num_conv_pos_embedding_groups": 16,
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| 63 |
+
"num_conv_pos_embeddings": 128,
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| 64 |
+
"num_feat_extract_layers": 7,
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| 65 |
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"num_hidden_layers": 12,
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| 66 |
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"pad_token_id": 0,
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| 67 |
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"torch_dtype": "float32",
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| 68 |
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"transformers_version": "4.20.0.dev0",
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| 69 |
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"use_weighted_layer_sum": false,
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| 70 |
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"vocab_size": 32
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| 71 |
+
}
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embedders/transformers/chinese_hubert_base/pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:2fefccd26c2794a583b80f6f7210c721873cb7ebae2c1cde3baf9b27855e24d8
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| 3 |
+
size 377552987
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embedders/transformers/contentvec/config.json
ADDED
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@@ -0,0 +1,71 @@
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{
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"activation_dropout": 0.1,
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| 3 |
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"apply_spec_augment": true,
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| 4 |
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"architectures": [
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| 5 |
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"HubertModelWithFinalProj"
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| 6 |
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],
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| 7 |
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"attention_dropout": 0.1,
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| 8 |
+
"bos_token_id": 1,
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| 9 |
+
"classifier_proj_size": 256,
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| 10 |
+
"conv_bias": false,
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| 11 |
+
"conv_dim": [
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| 12 |
+
512,
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| 13 |
+
512,
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| 14 |
+
512,
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+
512,
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+
512,
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+
512,
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| 18 |
+
512
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],
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| 20 |
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"conv_kernel": [
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| 21 |
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10,
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| 22 |
+
3,
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| 23 |
+
3,
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| 24 |
+
3,
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3,
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| 26 |
+
2,
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| 27 |
+
2
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| 28 |
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],
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| 29 |
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"conv_stride": [
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| 30 |
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5,
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| 31 |
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2,
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| 32 |
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2,
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| 33 |
+
2,
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| 34 |
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2,
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| 35 |
+
2,
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| 36 |
+
2
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| 37 |
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],
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| 38 |
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"ctc_loss_reduction": "sum",
|
| 39 |
+
"ctc_zero_infinity": false,
|
| 40 |
+
"do_stable_layer_norm": false,
|
| 41 |
+
"eos_token_id": 2,
|
| 42 |
+
"feat_extract_activation": "gelu",
|
| 43 |
+
"feat_extract_norm": "group",
|
| 44 |
+
"feat_proj_dropout": 0.0,
|
| 45 |
+
"feat_proj_layer_norm": true,
|
| 46 |
+
"final_dropout": 0.1,
|
| 47 |
+
"hidden_act": "gelu",
|
| 48 |
+
"hidden_dropout": 0.1,
|
| 49 |
+
"hidden_size": 768,
|
| 50 |
+
"initializer_range": 0.02,
|
| 51 |
+
"intermediate_size": 3072,
|
| 52 |
+
"layer_norm_eps": 1e-05,
|
| 53 |
+
"layerdrop": 0.1,
|
| 54 |
+
"mask_feature_length": 10,
|
| 55 |
+
"mask_feature_min_masks": 0,
|
| 56 |
+
"mask_feature_prob": 0.0,
|
| 57 |
+
"mask_time_length": 10,
|
| 58 |
+
"mask_time_min_masks": 2,
|
| 59 |
+
"mask_time_prob": 0.05,
|
| 60 |
+
"model_type": "hubert",
|
| 61 |
+
"num_attention_heads": 12,
|
| 62 |
+
"num_conv_pos_embedding_groups": 16,
|
| 63 |
+
"num_conv_pos_embeddings": 128,
|
| 64 |
+
"num_feat_extract_layers": 7,
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| 65 |
+
"num_hidden_layers": 12,
|
| 66 |
+
"pad_token_id": 0,
|
| 67 |
+
"torch_dtype": "float32",
|
| 68 |
+
"transformers_version": "4.27.3",
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| 69 |
+
"use_weighted_layer_sum": false,
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| 70 |
+
"vocab_size": 32
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| 71 |
+
}
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embedders/transformers/contentvec/pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d8dd400e054ddf4e6be75dab5a2549db748cc99e756a097c496c099f65a4854e
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| 3 |
+
size 378342945
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embedders/transformers/japanese_hubert_base/config.json
ADDED
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@@ -0,0 +1,71 @@
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+
{
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| 2 |
+
"activation_dropout": 0.1,
|
| 3 |
+
"apply_spec_augment": true,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"HubertModel"
|
| 6 |
+
],
|
| 7 |
+
"attention_dropout": 0.1,
|
| 8 |
+
"bos_token_id": 1,
|
| 9 |
+
"classifier_proj_size": 256,
|
| 10 |
+
"conv_bias": false,
|
| 11 |
+
"conv_dim": [
|
| 12 |
+
512,
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| 13 |
+
512,
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| 14 |
+
512,
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| 15 |
+
512,
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| 16 |
+
512,
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| 17 |
+
512,
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| 18 |
+
512
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| 19 |
+
],
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| 20 |
+
"conv_kernel": [
|
| 21 |
+
10,
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| 22 |
+
3,
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| 23 |
+
3,
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| 24 |
+
3,
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| 25 |
+
3,
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| 26 |
+
2,
|
| 27 |
+
2
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| 28 |
+
],
|
| 29 |
+
"conv_stride": [
|
| 30 |
+
5,
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| 31 |
+
2,
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| 32 |
+
2,
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| 33 |
+
2,
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| 34 |
+
2,
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| 35 |
+
2,
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| 36 |
+
2
|
| 37 |
+
],
|
| 38 |
+
"ctc_loss_reduction": "sum",
|
| 39 |
+
"ctc_zero_infinity": false,
|
| 40 |
+
"do_stable_layer_norm": false,
|
| 41 |
+
"eos_token_id": 2,
|
| 42 |
+
"feat_extract_activation": "gelu",
|
| 43 |
+
"feat_extract_norm": "group",
|
| 44 |
+
"feat_proj_dropout": 0.0,
|
| 45 |
+
"feat_proj_layer_norm": true,
|
| 46 |
+
"final_dropout": 0.1,
|
| 47 |
+
"hidden_act": "gelu",
|
| 48 |
+
"hidden_dropout": 0.1,
|
| 49 |
+
"hidden_size": 768,
|
| 50 |
+
"initializer_range": 0.02,
|
| 51 |
+
"intermediate_size": 3072,
|
| 52 |
+
"layer_norm_eps": 1e-05,
|
| 53 |
+
"layerdrop": 0.1,
|
| 54 |
+
"mask_feature_length": 10,
|
| 55 |
+
"mask_feature_min_masks": 0,
|
| 56 |
+
"mask_feature_prob": 0.0,
|
| 57 |
+
"mask_time_length": 10,
|
| 58 |
+
"mask_time_min_masks": 2,
|
| 59 |
+
"mask_time_prob": 0.05,
|
| 60 |
+
"model_type": "hubert",
|
| 61 |
+
"num_attention_heads": 12,
|
| 62 |
+
"num_conv_pos_embedding_groups": 16,
|
| 63 |
+
"num_conv_pos_embeddings": 128,
|
| 64 |
+
"num_feat_extract_layers": 7,
|
| 65 |
+
"num_hidden_layers": 12,
|
| 66 |
+
"pad_token_id": 0,
|
| 67 |
+
"torch_dtype": "float32",
|
| 68 |
+
"transformers_version": "4.28.1",
|
| 69 |
+
"use_weighted_layer_sum": false,
|
| 70 |
+
"vocab_size": 32
|
| 71 |
+
}
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embedders/transformers/japanese_hubert_base/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:6c023ccb71e4c2b5a324c94fc5ebe12403d3081c5f370df229892419996fd113
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| 3 |
+
size 377554841
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embedders/transformers/korean_hubert_base/config.json
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"activation_dropout": 0.1,
|
| 3 |
+
"apply_spec_augment": true,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"HubertModel"
|
| 6 |
+
],
|
| 7 |
+
"auto_map": {
|
| 8 |
+
"FlaxAutoModel": "modeling_flax_hubert.FlaxHubertModel"
|
| 9 |
+
},
|
| 10 |
+
"attention_dropout": 0.1,
|
| 11 |
+
"bos_token_id": 1,
|
| 12 |
+
"conv_bias": false,
|
| 13 |
+
"conv_dim": [
|
| 14 |
+
512,
|
| 15 |
+
512,
|
| 16 |
+
512,
|
| 17 |
+
512,
|
| 18 |
+
512,
|
| 19 |
+
512,
|
| 20 |
+
512
|
| 21 |
+
],
|
| 22 |
+
"conv_kernel": [
|
| 23 |
+
10,
|
| 24 |
+
3,
|
| 25 |
+
3,
|
| 26 |
+
3,
|
| 27 |
+
3,
|
| 28 |
+
2,
|
| 29 |
+
2
|
| 30 |
+
],
|
| 31 |
+
"conv_stride": [
|
| 32 |
+
5,
|
| 33 |
+
2,
|
| 34 |
+
2,
|
| 35 |
+
2,
|
| 36 |
+
2,
|
| 37 |
+
2,
|
| 38 |
+
2
|
| 39 |
+
],
|
| 40 |
+
"ctc_loss_reduction": "sum",
|
| 41 |
+
"ctc_zero_infinity": false,
|
| 42 |
+
"do_stable_layer_norm": false,
|
| 43 |
+
"eos_token_id": 2,
|
| 44 |
+
"feat_extract_activation": "gelu",
|
| 45 |
+
"feat_extract_dropout": 0.0,
|
| 46 |
+
"feat_extract_norm": "group",
|
| 47 |
+
"feat_proj_dropout": 0.1,
|
| 48 |
+
"feat_proj_layer_norm": true,
|
| 49 |
+
"final_dropout": 0.1,
|
| 50 |
+
"final_proj_size": 256,
|
| 51 |
+
"gradient_checkpointing": false,
|
| 52 |
+
"hidden_act": "gelu",
|
| 53 |
+
"hidden_dropout": 0.1,
|
| 54 |
+
"hidden_dropout_prob": 0.1,
|
| 55 |
+
"hidden_size": 768,
|
| 56 |
+
"initializer_range": 0.02,
|
| 57 |
+
"intermediate_size": 3072,
|
| 58 |
+
"layer_norm_eps": 1e-05,
|
| 59 |
+
"layerdrop": 0.1,
|
| 60 |
+
"mask_feature_length": 10,
|
| 61 |
+
"mask_feature_min_masks": 0,
|
| 62 |
+
"mask_feature_prob": 0.0,
|
| 63 |
+
"mask_time_length": 10,
|
| 64 |
+
"mask_time_min_masks": 2,
|
| 65 |
+
"mask_time_prob": 0.05,
|
| 66 |
+
"model_type": "hubert",
|
| 67 |
+
"num_attention_heads": 12,
|
| 68 |
+
"num_conv_pos_embedding_groups": 16,
|
| 69 |
+
"num_conv_pos_embeddings": 128,
|
| 70 |
+
"num_feat_extract_layers": 7,
|
| 71 |
+
"num_hidden_layers": 12,
|
| 72 |
+
"pad_token_id": 0,
|
| 73 |
+
"tokenizer_class": "Wav2Vec2CTCTokenizer",
|
| 74 |
+
"torch_dtype": "float32",
|
| 75 |
+
"transformers_version": "4.30.0.dev0",
|
| 76 |
+
"use_weighted_layer_sum": false,
|
| 77 |
+
"vocab_size": 32
|
| 78 |
+
}
|
embedders/transformers/korean_hubert_base/pytorch_model.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
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|
|
|
|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:931f6232879f8eadf7dbd9e00e1fa4cac61ad269af89d509b2ed75009b1a02c5
|
| 3 |
+
size 377554841
|