File size: 7,115 Bytes
abf949c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
{
  "_name_or_path": "facebook/wav2vec2-base",
  "activation_dropout": 0.0,
  "adapter_attn_dim": null,
  "adapter_kernel_size": 3,
  "adapter_stride": 2,
  "add_adapter": false,
  "apply_spec_augment": true,
  "architectures": [
    "Wav2Vec2ForSequenceClassification"
  ],
  "attention_dropout": 0.1,
  "bos_token_id": 1,
  "classifier_proj_size": 256,
  "codevector_dim": 256,
  "contrastive_logits_temperature": 0.1,
  "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,
  "diversity_loss_weight": 0.1,
  "do_stable_layer_norm": false,
  "eos_token_id": 2,
  "feat_extract_activation": "gelu",
  "feat_extract_norm": "group",
  "feat_proj_dropout": 0.1,
  "feat_quantizer_dropout": 0.0,
  "final_dropout": 0.0,
  "freeze_feat_extract_train": true,
  "hidden_act": "gelu",
  "hidden_dropout": 0.1,
  "hidden_size": 768,
  "id2label": {
    "0": "currency",
    "1": "iot_hue_lighton",
    "10": "social_query",
    "11": "quirky",
    "12": "play_radio",
    "13": "takeaway_query",
    "14": "recommendation_locations",
    "15": "querycontact",
    "16": "audio_volume_mute",
    "17": "social_post",
    "18": "iot_hue_lightchange",
    "19": "iot_coffee",
    "2": "audio_volume_up",
    "20": "email_sendemail",
    "21": "iot_hue_lightup",
    "22": "calendar_query",
    "23": "music_query",
    "24": "audio_volume_other",
    "25": "iot_hue_lightoff",
    "26": "lists_query",
    "27": "datetime_query",
    "28": "factoid",
    "29": "datetime_convert",
    "3": "email_addcontact",
    "30": "radio",
    "31": "alarm_query",
    "32": "recommendation_events",
    "33": "sendemail",
    "34": "hue_lightup",
    "35": "play_music",
    "36": "hue_lightoff",
    "37": "events",
    "38": "iot_wemo_on",
    "39": "hue_lightdim",
    "4": "joke",
    "40": "alarm_remove",
    "41": "cooking_recipe",
    "42": "lists_remove",
    "43": "takeaway_order",
    "44": "music",
    "45": "iot_hue_lightdim",
    "46": "qa_currency",
    "47": "wemo_off",
    "48": "qa_stock",
    "49": "music_dislikeness",
    "5": "qa_definition",
    "50": "qa_maths",
    "51": "recommendation_movies",
    "52": "play_podcasts",
    "53": "cooking_query",
    "54": "game",
    "55": "settings",
    "56": "play_game",
    "57": "traffic",
    "58": "addcontact",
    "59": "iot_cleaning",
    "6": "music_settings",
    "60": "weather_query",
    "61": "set",
    "62": "coffee",
    "63": "email_querycontact",
    "64": "iot_wemo_off",
    "65": "podcasts",
    "66": "convert",
    "67": "qa_factoid",
    "68": "wemo_on",
    "69": "createoradd",
    "7": "play_audiobook",
    "70": "ticket",
    "71": "alarm_set",
    "72": "transport_taxi",
    "73": "definition",
    "74": "calendar_set",
    "75": "news_query",
    "76": "locations",
    "77": "transport_traffic",
    "78": "lists_createoradd",
    "79": "audio_volume_down",
    "8": "email_query",
    "80": "transport_query",
    "81": "calendar_remove",
    "82": "general_joke",
    "83": "query",
    "84": "general_quirky",
    "85": "post",
    "86": "cleaning",
    "87": "volume_other",
    "88": "general_greet",
    "89": "remove",
    "9": "transport_ticket",
    "90": "music_likeness",
    "91": "greet"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "addcontact": "58",
    "alarm_query": "31",
    "alarm_remove": "40",
    "alarm_set": "71",
    "audio_volume_down": "79",
    "audio_volume_mute": "16",
    "audio_volume_other": "24",
    "audio_volume_up": "2",
    "calendar_query": "22",
    "calendar_remove": "81",
    "calendar_set": "74",
    "cleaning": "86",
    "coffee": "62",
    "convert": "66",
    "cooking_query": "53",
    "cooking_recipe": "41",
    "createoradd": "69",
    "currency": "0",
    "datetime_convert": "29",
    "datetime_query": "27",
    "definition": "73",
    "email_addcontact": "3",
    "email_query": "8",
    "email_querycontact": "63",
    "email_sendemail": "20",
    "events": "37",
    "factoid": "28",
    "game": "54",
    "general_greet": "88",
    "general_joke": "82",
    "general_quirky": "84",
    "greet": "91",
    "hue_lightdim": "39",
    "hue_lightoff": "36",
    "hue_lightup": "34",
    "iot_cleaning": "59",
    "iot_coffee": "19",
    "iot_hue_lightchange": "18",
    "iot_hue_lightdim": "45",
    "iot_hue_lightoff": "25",
    "iot_hue_lighton": "1",
    "iot_hue_lightup": "21",
    "iot_wemo_off": "64",
    "iot_wemo_on": "38",
    "joke": "4",
    "lists_createoradd": "78",
    "lists_query": "26",
    "lists_remove": "42",
    "locations": "76",
    "music": "44",
    "music_dislikeness": "49",
    "music_likeness": "90",
    "music_query": "23",
    "music_settings": "6",
    "news_query": "75",
    "play_audiobook": "7",
    "play_game": "56",
    "play_music": "35",
    "play_podcasts": "52",
    "play_radio": "12",
    "podcasts": "65",
    "post": "85",
    "qa_currency": "46",
    "qa_definition": "5",
    "qa_factoid": "67",
    "qa_maths": "50",
    "qa_stock": "48",
    "query": "83",
    "querycontact": "15",
    "quirky": "11",
    "radio": "30",
    "recommendation_events": "32",
    "recommendation_locations": "14",
    "recommendation_movies": "51",
    "remove": "89",
    "sendemail": "33",
    "set": "61",
    "settings": "55",
    "social_post": "17",
    "social_query": "10",
    "takeaway_order": "43",
    "takeaway_query": "13",
    "ticket": "70",
    "traffic": "57",
    "transport_query": "80",
    "transport_taxi": "72",
    "transport_ticket": "9",
    "transport_traffic": "77",
    "volume_other": "87",
    "weather_query": "60",
    "wemo_off": "47",
    "wemo_on": "68"
  },
  "layer_norm_eps": 1e-05,
  "layerdrop": 0.0,
  "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_min_masks": 0,
  "mask_feature_prob": 0.0,
  "mask_time_length": 10,
  "mask_time_min_masks": 2,
  "mask_time_min_space": 1,
  "mask_time_other": 0.0,
  "mask_time_prob": 0.05,
  "mask_time_selection": "static",
  "model_type": "wav2vec2",
  "no_mask_channel_overlap": false,
  "no_mask_time_overlap": false,
  "num_adapter_layers": 3,
  "num_attention_heads": 12,
  "num_codevector_groups": 2,
  "num_codevectors_per_group": 320,
  "num_conv_pos_embedding_groups": 16,
  "num_conv_pos_embeddings": 128,
  "num_feat_extract_layers": 7,
  "num_hidden_layers": 12,
  "num_negatives": 100,
  "output_hidden_size": 768,
  "pad_token_id": 0,
  "proj_codevector_dim": 256,
  "tdnn_dilation": [
    1,
    2,
    3,
    1,
    1
  ],
  "tdnn_dim": [
    512,
    512,
    512,
    512,
    1500
  ],
  "tdnn_kernel": [
    5,
    3,
    3,
    1,
    1
  ],
  "torch_dtype": "float32",
  "transformers_version": "4.37.2",
  "use_weighted_layer_sum": false,
  "vocab_size": 32,
  "xvector_output_dim": 512
}