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config.json

@@ -0,0 +1,103 @@
+{
+  "_name_or_path": "superb/hubert-base-superb-ks",
+  "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": "yes",
+    "1": "no",
+    "2": "up",
+    "3": "down",
+    "4": "left",
+    "5": "right",
+    "6": "on",
+    "7": "off",
+    "8": "stop",
+    "9": "go",
+    "10": "_unknown_",
+    "11": "_silence_"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "_silence_": 11,
+    "_unknown_": 10,
+    "down": 3,
+    "go": 9,
+    "left": 4,
+    "no": 1,
+    "off": 7,
+    "on": 6,
+    "right": 5,
+    "stop": 8,
+    "up": 2,
+    "yes": 0
+  },
+  "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,
+  "problem_type": "single_label_classification",
+  "transformers_version": "4.36.0.dev0",
+  "use_weighted_layer_sum": true,
+  "vocab_size": 32
+}

onnx/model.onnx

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e73a3aa8a41578913e96c5d9226d183d8c855578ca78bd690c296efae7561d55
+size 378582012

onnx/model_quantized.onnx

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+version https://git-lfs.github.com/spec/v1
+oid sha256:e9a730cb20c09ae0cb8f2058508ebec4f5f30c9bddcdbcf653e3250939f45096
+size 95871047

preprocessor_config.json

@@ -0,0 +1,9 @@
+{
+  "do_normalize": false,
+  "feature_extractor_type": "Wav2Vec2FeatureExtractor",
+  "feature_size": 1,
+  "padding_side": "right",
+  "padding_value": 0,
+  "return_attention_mask": true,
+  "sampling_rate": 16000
+}

quantize_config.json

@@ -0,0 +1,33 @@
+{
+    "per_channel": true,
+    "reduce_range": true,
+    "per_model_config": {
+        "model": {
+            "op_types": [
+                "Erf",
+                "Add",
+                "Constant",
+                "Unsqueeze",
+                "Sqrt",
+                "InstanceNormalization",
+                "ReduceMean",
+                "Softmax",
+                "Pow",
+                "Conv",
+                "Reshape",
+                "Transpose",
+                "Slice",
+                "Mul",
+                "Shape",
+                "Gather",
+                "Div",
+                "MatMul",
+                "Sub",
+                "Concat",
+                "Gemm",
+                "ReduceSum"
+            ],
+            "weight_type": "QUInt8"
+        }
+    }
+}