Hugging Face's logo

shreyahegde
/
ast-finetuned-audioset-10-10-0.450_ESC50

Audio Classification
Transformers
TensorBoard
Safetensors
audio-spectrogram-transformer
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
ast-finetuned-audioset-10-10-0.450_ESC50
File size: 2,896 Bytes 
d42befe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "_name_or_path": "MIT/ast-finetuned-audioset-10-10-0.450",
  "architectures": [
    "ASTForAudioClassification"
  ],
  "attention_probs_dropout_prob": 0.0,
  "frequency_stride": 10,
  "hidden_act": "gelu",
  "hidden_dropout_prob": 0.0,
  "hidden_size": 768,
  "id2label": {
    "0": "dog",
    "1": "rooster",
    "2": "pig",
    "3": "cow",
    "4": "frog",
    "5": "cat",
    "6": "hen",
    "7": "insects",
    "8": "sheep",
    "9": "crow",
    "10": "rain",
    "11": "sea_waves",
    "12": "crackling_fire",
    "13": "crickets",
    "14": "chirping_birds",
    "15": "water_drops",
    "16": "wind",
    "17": "pouring_water",
    "18": "toilet_flush",
    "19": "thunderstorm",
    "20": "crying_baby",
    "21": "sneezing",
    "22": "clapping",
    "23": "breathing",
    "24": "coughing",
    "25": "footsteps",
    "26": "laughing",
    "27": "brushing_teeth",
    "28": "snoring",
    "29": "drinking_sipping",
    "30": "door_wood_knock",
    "31": "mouse_click",
    "32": "keyboard_typing",
    "33": "door_wood_creaks",
    "34": "can_opening",
    "35": "washing_machine",
    "36": "vacuum_cleaner",
    "37": "clock_alarm",
    "38": "clock_tick",
    "39": "glass_breaking",
    "40": "helicopter",
    "41": "chainsaw",
    "42": "siren",
    "43": "car_horn",
    "44": "engine",
    "45": "train",
    "46": "church_bells",
    "47": "airplane",
    "48": "fireworks",
    "49": "hand_saw"
  },
  "initializer_range": 0.02,
  "intermediate_size": 3072,
  "label2id": {
    "airplane": 47,
    "breathing": 23,
    "brushing_teeth": 27,
    "can_opening": 34,
    "car_horn": 43,
    "cat": 5,
    "chainsaw": 41,
    "chirping_birds": 14,
    "church_bells": 46,
    "clapping": 22,
    "clock_alarm": 37,
    "clock_tick": 38,
    "coughing": 24,
    "cow": 3,
    "crackling_fire": 12,
    "crickets": 13,
    "crow": 9,
    "crying_baby": 20,
    "dog": 0,
    "door_wood_creaks": 33,
    "door_wood_knock": 30,
    "drinking_sipping": 29,
    "engine": 44,
    "fireworks": 48,
    "footsteps": 25,
    "frog": 4,
    "glass_breaking": 39,
    "hand_saw": 49,
    "helicopter": 40,
    "hen": 6,
    "insects": 7,
    "keyboard_typing": 32,
    "laughing": 26,
    "mouse_click": 31,
    "pig": 2,
    "pouring_water": 17,
    "rain": 10,
    "rooster": 1,
    "sea_waves": 11,
    "sheep": 8,
    "siren": 42,
    "sneezing": 21,
    "snoring": 28,
    "thunderstorm": 19,
    "toilet_flush": 18,
    "train": 45,
    "vacuum_cleaner": 36,
    "washing_machine": 35,
    "water_drops": 15,
    "wind": 16
  },
  "layer_norm_eps": 1e-12,
  "max_length": 1024,
  "model_type": "audio-spectrogram-transformer",
  "num_attention_heads": 12,
  "num_hidden_layers": 12,
  "num_mel_bins": 128,
  "patch_size": 16,
  "problem_type": "single_label_classification",
  "qkv_bias": true,
  "time_stride": 10,
  "torch_dtype": "float32",
  "transformers_version": "4.39.3"
}