|
{ |
|
"_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": "set", |
|
"1": "takeaway_query", |
|
"10": "wemo_off", |
|
"11": "recommendation_movies", |
|
"12": "datetime_convert", |
|
"13": "cooking_query", |
|
"14": "play_audiobook", |
|
"15": "quirky", |
|
"16": "joke", |
|
"17": "datetime_query", |
|
"18": "remove", |
|
"19": "transport_taxi", |
|
"2": "greet", |
|
"20": "lists_query", |
|
"21": "email_query", |
|
"22": "recommendation_locations", |
|
"23": "social_post", |
|
"24": "convert", |
|
"25": "sendemail", |
|
"26": "calendar_query", |
|
"27": "audio_volume_down", |
|
"28": "social_query", |
|
"29": "qa_currency", |
|
"3": "ticket", |
|
"30": "lists_remove", |
|
"31": "music_likeness", |
|
"32": "iot_coffee", |
|
"33": "music_settings", |
|
"34": "email_sendemail", |
|
"35": "iot_hue_lightoff", |
|
"36": "email_querycontact", |
|
"37": "locations", |
|
"38": "radio", |
|
"39": "settings", |
|
"4": "post", |
|
"40": "qa_stock", |
|
"41": "iot_wemo_off", |
|
"42": "email_addcontact", |
|
"43": "audio_volume_mute", |
|
"44": "hue_lightdim", |
|
"45": "events", |
|
"46": "currency", |
|
"47": "calendar_set", |
|
"48": "general_greet", |
|
"49": "factoid", |
|
"5": "createoradd", |
|
"50": "hue_lightup", |
|
"51": "querycontact", |
|
"52": "transport_traffic", |
|
"53": "general_quirky", |
|
"54": "hue_lightoff", |
|
"55": "recommendation_events", |
|
"56": "transport_ticket", |
|
"57": "iot_hue_lighton", |
|
"58": "music", |
|
"59": "iot_hue_lightchange", |
|
"6": "takeaway_order", |
|
"60": "alarm_query", |
|
"61": "weather_query", |
|
"62": "definition", |
|
"63": "iot_wemo_on", |
|
"64": "coffee", |
|
"65": "qa_factoid", |
|
"66": "podcasts", |
|
"67": "qa_maths", |
|
"68": "calendar_remove", |
|
"69": "cooking_recipe", |
|
"7": "transport_query", |
|
"70": "query", |
|
"71": "audio_volume_other", |
|
"72": "addcontact", |
|
"73": "alarm_set", |
|
"74": "cleaning", |
|
"75": "lists_createoradd", |
|
"76": "volume_other", |
|
"77": "alarm_remove", |
|
"78": "play_radio", |
|
"79": "traffic", |
|
"8": "qa_definition", |
|
"80": "play_music", |
|
"81": "game", |
|
"82": "wemo_on", |
|
"83": "music_query", |
|
"84": "general_joke", |
|
"85": "news_query", |
|
"86": "iot_hue_lightup", |
|
"87": "audio_volume_up", |
|
"88": "play_game", |
|
"89": "music_dislikeness", |
|
"9": "play_podcasts", |
|
"90": "iot_hue_lightdim", |
|
"91": "iot_cleaning" |
|
}, |
|
"initializer_range": 0.02, |
|
"intermediate_size": 3072, |
|
"label2id": { |
|
"addcontact": "72", |
|
"alarm_query": "60", |
|
"alarm_remove": "77", |
|
"alarm_set": "73", |
|
"audio_volume_down": "27", |
|
"audio_volume_mute": "43", |
|
"audio_volume_other": "71", |
|
"audio_volume_up": "87", |
|
"calendar_query": "26", |
|
"calendar_remove": "68", |
|
"calendar_set": "47", |
|
"cleaning": "74", |
|
"coffee": "64", |
|
"convert": "24", |
|
"cooking_query": "13", |
|
"cooking_recipe": "69", |
|
"createoradd": "5", |
|
"currency": "46", |
|
"datetime_convert": "12", |
|
"datetime_query": "17", |
|
"definition": "62", |
|
"email_addcontact": "42", |
|
"email_query": "21", |
|
"email_querycontact": "36", |
|
"email_sendemail": "34", |
|
"events": "45", |
|
"factoid": "49", |
|
"game": "81", |
|
"general_greet": "48", |
|
"general_joke": "84", |
|
"general_quirky": "53", |
|
"greet": "2", |
|
"hue_lightdim": "44", |
|
"hue_lightoff": "54", |
|
"hue_lightup": "50", |
|
"iot_cleaning": "91", |
|
"iot_coffee": "32", |
|
"iot_hue_lightchange": "59", |
|
"iot_hue_lightdim": "90", |
|
"iot_hue_lightoff": "35", |
|
"iot_hue_lighton": "57", |
|
"iot_hue_lightup": "86", |
|
"iot_wemo_off": "41", |
|
"iot_wemo_on": "63", |
|
"joke": "16", |
|
"lists_createoradd": "75", |
|
"lists_query": "20", |
|
"lists_remove": "30", |
|
"locations": "37", |
|
"music": "58", |
|
"music_dislikeness": "89", |
|
"music_likeness": "31", |
|
"music_query": "83", |
|
"music_settings": "33", |
|
"news_query": "85", |
|
"play_audiobook": "14", |
|
"play_game": "88", |
|
"play_music": "80", |
|
"play_podcasts": "9", |
|
"play_radio": "78", |
|
"podcasts": "66", |
|
"post": "4", |
|
"qa_currency": "29", |
|
"qa_definition": "8", |
|
"qa_factoid": "65", |
|
"qa_maths": "67", |
|
"qa_stock": "40", |
|
"query": "70", |
|
"querycontact": "51", |
|
"quirky": "15", |
|
"radio": "38", |
|
"recommendation_events": "55", |
|
"recommendation_locations": "22", |
|
"recommendation_movies": "11", |
|
"remove": "18", |
|
"sendemail": "25", |
|
"set": "0", |
|
"settings": "39", |
|
"social_post": "23", |
|
"social_query": "28", |
|
"takeaway_order": "6", |
|
"takeaway_query": "1", |
|
"ticket": "3", |
|
"traffic": "79", |
|
"transport_query": "7", |
|
"transport_taxi": "19", |
|
"transport_ticket": "56", |
|
"transport_traffic": "52", |
|
"volume_other": "76", |
|
"weather_query": "61", |
|
"wemo_off": "10", |
|
"wemo_on": "82" |
|
}, |
|
"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": "4.36.2", |
|
"use_weighted_layer_sum": false, |
|
"vocab_size": 32 |
|
} |
|
|