Hugging Face's logo

superb
/
hubert-large-superb-ks

Audio Classification
Transformers
PyTorch
English
hubert
speech
audio
Inference Endpoints
Model card Files Community
hubert-large-superb-ks
File size: 2,098 Bytes 
97ffc8c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
 
{
  "_name_or_path": "facebook/hubert-large-ll60k",
  "activation_dropout": 0.0,
  "apply_spec_augment": true,
  "architectures": [
    "HubertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "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": "sum",
  "ctc_zero_infinity": false,
  "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": 0.1,
  "final_dropout": 0.0,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_size": 1024,
  "id2label": {
    "0": "yes",
    "1": "no",
    "2": "up",
    "3": "down",
    "4": "left",
    "5": "right",
    "6": "on",
    "7": "off",
    "8": "stop",
    "9": "go",
    "10": "_unknown_",
    "11": "_silence_"
  },
  "initializer_range": 0.02,
  "intermediate_size": 4096,
  "label2id": {
    "_silence_": 11,
    "_unknown_": 10,
    "down": 3,
    "go": 9,
    "left": 4,
    "no": 1,
    "off": 7,
    "on": 6,
    "right": 5,
    "stop": 8,
    "up": 2,
    "yes": 0
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.1,
  "mask_channel_length": 10,
  "mask_channel_min_space": 1,
  "mask_channel_other": 0.0,
  "mask_channel_prob": 0.0,
  "mask_channel_selection": "static",
  "mask_feature_length": 10,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_min_space": 1,
  "mask_time_other": 0.0,
  "mask_time_prob": 0.075,
  "mask_time_selection": "static",
  "model_type": "hubert",
  "num_attention_heads": 16,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 24,
  "pad_token_id": 0,
  "torch_dtype": "float32",
  "transformers_version": "4.11.0.dev0",
  "use_weighted_layer_sum": true,
  "vocab_size": 32
}