SimpleAudioClassifier / config.json
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{
"model_type": "small_audio_classifier_mlp",
"torch_dtype": "float32",
"input_dim": 6144,
"num_labels": 10,
"hidden_dims": [
512,
256
],
"dropout": 0.2,
"activation": "gelu",
"task": "audio_classification",
"outputs": {
"logits": "float32[batch, num_labels]"
},
"preprocessing": {
"expected_input": "flattened log-mel spectrogram or other fixed-length audio features",
"example_logmel": {
"n_mels": 64,
"n_frames": 96,
"flatten": true,
"input_dim": 6144
},
"note": "compute features outside the model; this model is intentionally tiny for assignments"
},
"id2label": {
"0": "class_0",
"1": "class_1",
"2": "class_2",
"3": "class_3",
"4": "class_4",
"5": "class_5",
"6": "class_6",
"7": "class_7",
"8": "class_8",
"9": "class_9"
},
"label2id": {
"class_0": 0,
"class_1": 1,
"class_2": 2,
"class_3": 3,
"class_4": 4,
"class_5": 5,
"class_6": 6,
"class_7": 7,
"class_8": 8,
"class_9": 9
},
"version": "0.1.0"
}