Training in progress, epoch 5

config.json

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+{
+  "_name_or_path": "ntu-spml/distilhubert",
+  "activation_dropout": 0.1,
+  "apply_spec_augment": false,
+  "architectures": [
+    "HubertForSequenceClassification"
+  ],
+  "attention_dropout": 0.1,
+  "bos_token_id": 1,
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+  "ctc_loss_reduction": "sum",
+  "ctc_zero_infinity": false,
+  "do_stable_layer_norm": false,
+  "eos_token_id": 2,
+  "feat_extract_activation": "gelu",
+  "feat_extract_norm": "group",
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+  "feat_proj_layer_norm": false,
+  "final_dropout": 0.0,
+  "hidden_act": "gelu",
+  "hidden_dropout": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Soundscape",
+    "1": "Drone",
+    "2": "Chop",
+    "3": "Sub",
+    "4": "Glitch",
+    "5": "Impact",
+    "6": "Stab(attack resonance)",
+    "7": "Synthesis",
+    "8": "Vocal",
+    "9": "Scratch",
+    "10": "Crackle",
+    "11": "Noise",
+    "12": "Textural",
+    "13": "Instrumental",
+    "14": "Chirp",
+    "15": "Percussive",
+    "16": "Honk",
+    "17": "Choral"
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+  "intermediate_size": 3072,
+  "label2id": {
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+    "Chop": 2,
+    "Choral": 17,
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+    "Drone": 1,
+    "Glitch": 4,
+    "Honk": 16,
+    "Impact": 5,
+    "Instrumental": 13,
+    "Noise": 11,
+    "Percussive": 15,
+    "Scratch": 9,
+    "Soundscape": 0,
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+    "Sub": 3,
+    "Synthesis": 7,
+    "Textural": 12,
+    "Vocal": 8
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+  "layerdrop": 0.0,
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+  "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": 2,
+  "output_hidden_states": true,
+  "pad_token_id": 0,
+  "problem_type": "multi_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.2",
+  "use_weighted_layer_sum": false,
+  "vocab_size": 32
+}

model.safetensors

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preprocessor_config.json

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+{
+  "do_normalize": true,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0,
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

runs/Dec28_17-47-15_06326145f07a/events.out.tfevents.1703785677.06326145f07a.272.0

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training_args.bin

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