Training in progress, epoch 1

config.json

@@ -1,13 +1,12 @@
 {
-  "_name_or_path": "facebook/wav2vec2-base",
+  "_name_or_path": "microsoft/wavlm-base-plus",
   "activation_dropout": 0.0,
-  "adapter_attn_dim": null,
   "adapter_kernel_size": 3,
   "adapter_stride": 2,
   "add_adapter": false,
   "apply_spec_augment": true,
   "architectures": [
-    "Wav2Vec2ForSequenceClassification"
+    "WavLMForSequenceClassification"
   ],
   "attention_dropout": 0.1,
   "bos_token_id": 1,
@@ -69,7 +68,7 @@
     "LABEL_2": 2
   },
   "layer_norm_eps": 1e-05,
-  "layerdrop": 0.0,
+  "layerdrop": 0.05,
   "mask_channel_length": 10,
   "mask_channel_min_space": 1,
   "mask_channel_other": 0.0,
@@ -84,21 +83,25 @@
   "mask_time_other": 0.0,
   "mask_time_prob": 0.05,
   "mask_time_selection": "static",
-  "model_type": "wav2vec2",
+  "max_bucket_distance": 800,
+  "model_type": "wavlm",
   "no_mask_channel_overlap": false,
   "no_mask_time_overlap": false,
   "num_adapter_layers": 3,
   "num_attention_heads": 12,
+  "num_buckets": 320,
   "num_codevector_groups": 2,
   "num_codevectors_per_group": 320,
   "num_conv_pos_embedding_groups": 16,
   "num_conv_pos_embeddings": 128,
+  "num_ctc_classes": 80,
   "num_feat_extract_layers": 7,
   "num_hidden_layers": 12,
   "num_negatives": 100,
   "output_hidden_size": 768,
   "pad_token_id": 0,
   "proj_codevector_dim": 256,
+  "replace_prob": 0.5,
   "tdnn_dilation": [
     1,
     2,
@@ -120,6 +123,7 @@
     1,
     1
   ],
+  "tokenizer_class": "Wav2Vec2CTCTokenizer",
   "torch_dtype": "float32",
   "transformers_version": "4.36.0",
   "use_weighted_layer_sum": false,

model.safetensors

@@ -1,3 +1,3 @@
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+size 378348236

preprocessor_config.json

@@ -1,9 +1,9 @@
 {
-  "do_normalize": true,
+  "do_normalize": false,
   "feature_extractor_type": "Wav2Vec2FeatureExtractor",
   "feature_size": 1,
   "padding_side": "right",
   "padding_value": 0.0,
-  "return_attention_mask": false,
+  "return_attention_mask": true,
   "sampling_rate": 16000
 }

runs/Jan22_06-50-06_bacaabb2c7b4/events.out.tfevents.1705906208.bacaabb2c7b4.317.0

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training_args.bin

@@ -1,3 +1,3 @@
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 size 4347