Commit
·
7a8f73b
1
Parent(s):
d51ba2e
Upload fine-tuned AST model
Browse files- config.json +41 -0
- model.safetensors +3 -0
- preprocessor_config.json +13 -0
config.json
ADDED
|
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "MIT/ast-finetuned-audioset-10-10-0.4593",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"ASTForAudioClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"frequency_stride": 10,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.0,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "ANG",
|
| 13 |
+
"1": "DIS",
|
| 14 |
+
"2": "FEA",
|
| 15 |
+
"3": "HAP",
|
| 16 |
+
"4": "NEU",
|
| 17 |
+
"5": "SAD"
|
| 18 |
+
},
|
| 19 |
+
"initializer_range": 0.02,
|
| 20 |
+
"intermediate_size": 3072,
|
| 21 |
+
"label2id": {
|
| 22 |
+
"ANG": 0,
|
| 23 |
+
"DIS": 1,
|
| 24 |
+
"FEA": 2,
|
| 25 |
+
"HAP": 3,
|
| 26 |
+
"NEU": 4,
|
| 27 |
+
"SAD": 5
|
| 28 |
+
},
|
| 29 |
+
"layer_norm_eps": 1e-12,
|
| 30 |
+
"max_length": 1024,
|
| 31 |
+
"model_type": "audio-spectrogram-transformer",
|
| 32 |
+
"num_attention_heads": 12,
|
| 33 |
+
"num_hidden_layers": 12,
|
| 34 |
+
"num_mel_bins": 128,
|
| 35 |
+
"patch_size": 16,
|
| 36 |
+
"problem_type": "single_label_classification",
|
| 37 |
+
"qkv_bias": true,
|
| 38 |
+
"time_stride": 10,
|
| 39 |
+
"torch_dtype": "float32",
|
| 40 |
+
"transformers_version": "4.46.2"
|
| 41 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:66d5ed54d320c0a46f23d97e6db8d7cff693baca7f831b8bb70e8f43d305befe
|
| 3 |
+
size 344802344
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,13 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"feature_extractor_type": "ASTFeatureExtractor",
|
| 4 |
+
"feature_size": 1,
|
| 5 |
+
"max_length": 1024,
|
| 6 |
+
"mean": -4.2677393,
|
| 7 |
+
"num_mel_bins": 128,
|
| 8 |
+
"padding_side": "right",
|
| 9 |
+
"padding_value": 0.0,
|
| 10 |
+
"return_attention_mask": false,
|
| 11 |
+
"sampling_rate": 16000,
|
| 12 |
+
"std": 4.5689974
|
| 13 |
+
}
|