Hugging Face's logo

patrickvonplaten
/
sew-small-100k-timit

Automatic Speech Recognition
Transformers
PyTorch
TensorBoard
sew
timit_asr
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
1
sew-small-100k-timit
File size: 1,557 Bytes 
b654314
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
 
{
  "_name_or_path": "asapp/sew-small-100k",
  "activation_dropout": 0.0,
  "apply_spec_augment": true,
  "architectures": [
    "SEWForCTC"
  ],
  "attention_dropout": 0.0,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "conv_bias": false,
  "conv_dim": [
    64,
    128,
    128,
    128,
    128,
    256,
    256,
    256,
    256,
    512,
    512,
    512,
    512
  ],
  "conv_kernel": [
    10,
    3,
    1,
    3,
    1,
    3,
    1,
    3,
    1,
    2,
    1,
    2,
    1
  ],
  "conv_stride": [
    5,
    2,
    1,
    2,
    1,
    2,
    1,
    2,
    1,
    2,
    1,
    2,
    1
  ],
  "ctc_loss_reduction": "mean",
  "ctc_zero_infinity": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.0,
  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
  "final_dropout": 0.0,
  "hidden_act": "gelu",
  "hidden_dropout": 0.0,
  "hidden_size": 768,
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "mask_feature_length": 10,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_prob": 0.05,
  "model_type": "sew",
  "num_attention_heads": 12,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 31,
  "num_feat_extract_layers": 13,
  "num_hidden_layers": 12,
  "pad_token_id": 28,
  "squeeze_factor": 2,
  "tokenizer_class": "Wav2Vec2CTCTokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.12.0.dev0",
  "use_weighted_layer_sum": false,
  "vocab_size": 31
}