Upload WavLMForSequenceClassification
Browse files- config.json +144 -0
- pytorch_model.bin +3 -0
config.json
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{
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"_name_or_path": "Aniemore/wavlm-emotion-russian-resd",
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"activation_dropout": 0.05,
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"adapter_kernel_size": 3,
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"adapter_stride": 2,
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"add_adapter": false,
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"apply_spec_augment": true,
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"architectures": [
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"WavLMForSequenceClassification"
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],
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"attention_dropout": 0.05,
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"bos_token_id": 1,
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"classifier_proj_size": 1024,
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"codevector_dim": 768,
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"contrastive_logits_temperature": 0.1,
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"conv_bias": false,
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"conv_dim": [
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512,
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512,
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512,
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512,
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512,
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512,
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512
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],
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"conv_kernel": [
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10,
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3,
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3,
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3,
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3,
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2,
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2
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],
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"conv_stride": [
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5,
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2,
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2,
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2,
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2,
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2,
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2
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],
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"ctc_loss_reduction": "sum",
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"ctc_zero_infinity": false,
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"diversity_loss_weight": 0.1,
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"do_stable_layer_norm": true,
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"eos_token_id": 2,
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"feat_extract_activation": "gelu",
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"feat_extract_dropout": 0.0,
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"feat_extract_norm": "layer",
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"feat_proj_dropout": 0.05,
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"feat_quantizer_dropout": 0.0,
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"final_dropout": 0.05,
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"finetuning_task": [
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"wavlm_classification"
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],
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout": 0.05,
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"hidden_size": 1024,
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"id2label": {
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"0": "anger",
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"1": "disgust",
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"2": "enthusiasm",
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"3": "fear",
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"4": "happiness",
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"5": "neutral",
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"6": "sadness"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"anger": 0,
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"disgust": 1,
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"enthusiasm": 2,
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"fear": 3,
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"happiness": 4,
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"neutral": 5,
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"sadness": 6
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.05,
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"mask_channel_length": 10,
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"mask_channel_min_space": 1,
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"mask_channel_other": 0.0,
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"mask_channel_prob": 0.0,
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"mask_channel_selection": "static",
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"mask_feature_length": 10,
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"mask_feature_min_masks": 0,
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"mask_feature_prob": 0.0,
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"mask_time_length": 10,
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"mask_time_min_masks": 2,
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"mask_time_min_space": 1,
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"mask_time_other": 0.0,
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"mask_time_prob": 0.05,
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"mask_time_selection": "static",
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"max_bucket_distance": 800,
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"model_type": "wavlm",
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"num_adapter_layers": 3,
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"num_attention_heads": 16,
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"num_buckets": 320,
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"num_codevector_groups": 2,
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"num_codevectors_per_group": 320,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_ctc_classes": 80,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 24,
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"num_negatives": 100,
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"output_hidden_size": 1024,
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"pad_token_id": 0,
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"pooling_mode": "mean",
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"problem_type": "single_label_classification",
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"proj_codevector_dim": 768,
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"replace_prob": 0.5,
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"tdnn_dilation": [
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1,
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2,
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3,
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1,
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1
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],
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"tdnn_dim": [
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512,
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512,
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512,
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512,
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1500
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],
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"tdnn_kernel": [
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5,
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3,
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3,
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1,
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1
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],
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"tokenizer_class": "Wav2Vec2CTCTokenizer",
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"torch_dtype": "float32",
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"transformers_version": "4.25.1",
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"use_weighted_layer_sum": false,
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"vocab_size": 40,
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"xvector_output_dim": 512
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}
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pytorch_model.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:f9c7f72bbf58aa9799bd4d128fe62b7ca12fb54ba7b06ad8fc0155762d19bcd2
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size 1266201725
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