File size: 5,381 Bytes
9418bed
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
{
  "_name_or_path": "facebook/hubert-base-ls960",
  "activation_dropout": 0.1,
  "apply_spec_augment": true,
  "architectures": [
    "HubertForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "conv_bias": false,
  "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": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_dropout": 0.0,
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.1,
  "feat_proj_layer_norm": true,
  "final_dropout": 0.1,
  "gradient_checkpointing": false,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_dropout_prob": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "0000101",
    "1": "0000110",
    "10": "0010010",
    "11": "0010011",
    "12": "0010101",
    "13": "0010110",
    "14": "0010111",
    "15": "0011001",
    "16": "0011010",
    "17": "0011011",
    "18": "0011101",
    "19": "0011110",
    "2": "0000111",
    "20": "0011111",
    "21": "0100001",
    "22": "0100010",
    "23": "0100011",
    "24": "0100101",
    "25": "0100110",
    "26": "0100111",
    "27": "0101001",
    "28": "0101010",
    "29": "0101011",
    "3": "0001001",
    "30": "0101101",
    "31": "0101110",
    "32": "0101111",
    "33": "0110001",
    "34": "0110010",
    "35": "0110011",
    "36": "0110101",
    "37": "0110110",
    "38": "0110111",
    "39": "0111001",
    "4": "0001010",
    "40": "0111010",
    "41": "0111011",
    "42": "0111101",
    "43": "0111110",
    "44": "0111111",
    "45": "1000001",
    "46": "1000010",
    "47": "1000011",
    "48": "1000101",
    "49": "1000110",
    "5": "0001011",
    "50": "1000111",
    "51": "1001001",
    "52": "1001010",
    "53": "1001011",
    "54": "1001101",
    "55": "1001110",
    "56": "1001111",
    "57": "1010001",
    "58": "1010010",
    "59": "1010011",
    "6": "0001101",
    "60": "1010101",
    "61": "1010110",
    "62": "1010111",
    "63": "1011001",
    "64": "1011010",
    "65": "1011011",
    "66": "1011101",
    "67": "1011110",
    "68": "1011111",
    "69": "1100001",
    "7": "0001110",
    "70": "1100010",
    "71": "1100011",
    "72": "1100101",
    "73": "1100110",
    "74": "1100111",
    "75": "1101001",
    "76": "1101010",
    "77": "1101011",
    "78": "1101101",
    "79": "1101110",
    "8": "0001111",
    "80": "1101111",
    "81": "1110001",
    "82": "1110010",
    "83": "1110011",
    "9": "0010001"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "0000101": "0",
    "0000110": "1",
    "0000111": "2",
    "0001001": "3",
    "0001010": "4",
    "0001011": "5",
    "0001101": "6",
    "0001110": "7",
    "0001111": "8",
    "0010001": "9",
    "0010010": "10",
    "0010011": "11",
    "0010101": "12",
    "0010110": "13",
    "0010111": "14",
    "0011001": "15",
    "0011010": "16",
    "0011011": "17",
    "0011101": "18",
    "0011110": "19",
    "0011111": "20",
    "0100001": "21",
    "0100010": "22",
    "0100011": "23",
    "0100101": "24",
    "0100110": "25",
    "0100111": "26",
    "0101001": "27",
    "0101010": "28",
    "0101011": "29",
    "0101101": "30",
    "0101110": "31",
    "0101111": "32",
    "0110001": "33",
    "0110010": "34",
    "0110011": "35",
    "0110101": "36",
    "0110110": "37",
    "0110111": "38",
    "0111001": "39",
    "0111010": "40",
    "0111011": "41",
    "0111101": "42",
    "0111110": "43",
    "0111111": "44",
    "1000001": "45",
    "1000010": "46",
    "1000011": "47",
    "1000101": "48",
    "1000110": "49",
    "1000111": "50",
    "1001001": "51",
    "1001010": "52",
    "1001011": "53",
    "1001101": "54",
    "1001110": "55",
    "1001111": "56",
    "1010001": "57",
    "1010010": "58",
    "1010011": "59",
    "1010101": "60",
    "1010110": "61",
    "1010111": "62",
    "1011001": "63",
    "1011010": "64",
    "1011011": "65",
    "1011101": "66",
    "1011110": "67",
    "1011111": "68",
    "1100001": "69",
    "1100010": "70",
    "1100011": "71",
    "1100101": "72",
    "1100110": "73",
    "1100111": "74",
    "1101001": "75",
    "1101010": "76",
    "1101011": "77",
    "1101101": "78",
    "1101110": "79",
    "1101111": "80",
    "1110001": "81",
    "1110010": "82",
    "1110011": "83"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.1,
  "mask_feature_length": 10,
  "mask_feature_min_masks": 0,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_min_masks": 2,
  "mask_time_prob": 0.05,
  "model_type": "hubert",
  "num_attention_heads": 12,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 12,
  "pad_token_id": 0,
  "tokenizer_class": "Wav2Vec2CTCTokenizer",
  "torch_dtype": "float32",
  "transformers_version": "4.38.2",
  "use_weighted_layer_sum": false,
  "vocab_size": 32
}