Initial model
Browse files- added_tokens.json +1 -0
- all_results.json +24 -0
- config.json +93 -0
- eval_results.json +12 -0
- predict_results.txt +122 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- test.csv +122 -0
- tokenizer_config.json +1 -0
- train_results.json +15 -0
- trainer_state.json +79 -0
- training_args.bin +3 -0
- vocab.json +1 -0
added_tokens.json
ADDED
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{"<s>": 55, "</s>": 56}
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all_results.json
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{
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"epoch": 6.99,
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"eval_accuracy": 0.9090909361839294,
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"eval_loss": 0.305728554725647,
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"eval_mem_cpu_alloc_delta": 3919872,
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"eval_mem_cpu_peaked_delta": 0,
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"eval_mem_gpu_alloc_delta": 0,
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"eval_mem_gpu_peaked_delta": 713997824,
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"eval_runtime": 17.2794,
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"eval_samples": 121,
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"eval_samples_per_second": 7.003,
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"init_mem_cpu_alloc_delta": 1225068544,
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"init_mem_cpu_peaked_delta": 0,
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"init_mem_gpu_alloc_delta": 1265974272,
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"init_mem_gpu_peaked_delta": 0,
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"total_flos": 2.907298151590248e+16,
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"train_mem_cpu_alloc_delta": -1273180160,
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"train_mem_cpu_peaked_delta": 1291272192,
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"train_mem_gpu_alloc_delta": 3793395712,
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"train_mem_gpu_peaked_delta": 1175817728,
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"train_runtime": 1331.4211,
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"train_samples": 483,
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"train_samples_per_second": 0.315
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}
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config.json
ADDED
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{
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"_name_or_path": "lighteternal/wav2vec2-large-xlsr-53-greek",
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"activation_dropout": 0.0,
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"apply_spec_augment": true,
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"architectures": [
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"Wav2Vec2ForSpeechClassification"
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],
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"attention_dropout": 0.1,
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"bos_token_id": 1,
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"conv_bias": true,
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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": "mean",
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"ctc_zero_infinity": true,
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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": 0.0,
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"final_dropout": 0.0,
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"finetuning_task": "wav2vec2_clf",
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"gradient_checkpointing": true,
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"hidden_act": "gelu",
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"hidden_dropout": 0.1,
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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": "fear",
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"3": "happiness",
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"4": "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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"fear": 2,
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"happiness": 3,
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"sadness": 4
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},
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"layer_norm_eps": 1e-05,
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"layerdrop": 0.1,
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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_prob": 0.0,
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"mask_time_length": 10,
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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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"model_type": "wav2vec2",
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"num_attention_heads": 16,
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"num_conv_pos_embedding_groups": 16,
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"num_conv_pos_embeddings": 128,
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"num_feat_extract_layers": 7,
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"num_hidden_layers": 24,
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"pad_token_id": 54,
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"pooling_mode": "mean",
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"problem_type": "single_label_classification",
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"transformers_version": "4.7.0.dev0",
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"vocab_size": 55
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}
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eval_results.json
ADDED
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{
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"epoch": 6.99,
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"eval_accuracy": 0.9090909361839294,
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"eval_loss": 0.305728554725647,
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"eval_mem_cpu_alloc_delta": 3919872,
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"eval_mem_cpu_peaked_delta": 0,
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"eval_mem_gpu_alloc_delta": 0,
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"eval_mem_gpu_peaked_delta": 713997824,
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"eval_runtime": 17.2794,
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"eval_samples": 121,
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"eval_samples_per_second": 7.003
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}
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predict_results.txt
ADDED
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index prediction
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0 disgust
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1 sadness
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2 anger
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3 sadness
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4 happiness
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5 fear
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6 fear
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7 sadness
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8 fear
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9 sadness
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10 anger
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11 fear
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12 disgust
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13 anger
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14 happiness
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15 sadness
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16 disgust
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17 sadness
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18 fear
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19 happiness
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20 sadness
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21 fear
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22 disgust
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23 disgust
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24 anger
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25 anger
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26 anger
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27 fear
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28 anger
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29 happiness
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30 happiness
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31 fear
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32 happiness
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33 fear
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34 fear
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35 disgust
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36 anger
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37 anger
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38 anger
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39 disgust
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40 fear
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41 happiness
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42 happiness
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43 fear
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44 sadness
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45 disgust
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46 disgust
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47 disgust
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48 sadness
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49 anger
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50 disgust
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51 fear
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52 fear
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53 anger
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54 disgust
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55 disgust
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56 disgust
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57 anger
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58 sadness
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59 happiness
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60 fear
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61 disgust
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62 sadness
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63 fear
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64 happiness
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65 anger
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66 sadness
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67 disgust
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68 anger
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69 anger
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70 anger
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71 sadness
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72 sadness
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73 anger
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74 disgust
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75 happiness
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76 happiness
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77 sadness
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78 fear
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79 sadness
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80 happiness
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81 sadness
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82 happiness
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83 disgust
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84 disgust
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85 sadness
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86 fear
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87 anger
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88 anger
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89 fear
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90 happiness
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91 disgust
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92 sadness
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93 sadness
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94 fear
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95 fear
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96 sadness
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97 disgust
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98 disgust
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99 anger
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100 sadness
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101 disgust
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102 anger
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103 sadness
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104 sadness
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105 disgust
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106 anger
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107 anger
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108 happiness
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109 anger
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110 fear
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111 happiness
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112 disgust
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113 anger
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114 sadness
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115 disgust
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116 disgust
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117 sadness
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118 fear
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119 fear
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120 happiness
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preprocessor_config.json
ADDED
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{
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"do_normalize": true,
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"feature_extractor_type": "Wav2Vec2FeatureExtractor",
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"feature_size": 1,
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"padding_side": "right",
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"padding_value": 0.0,
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"return_attention_mask": true,
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"sampling_rate": 16000
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}
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pytorch_model.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf6b07c9d1149043e4a37682bf9a1443c7b53263ec3407dd55bf831d85fa7c29
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size 1266153513
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special_tokens_map.json
ADDED
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{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "[UNK]", "pad_token": "[PAD]", "additional_special_tokens": [{"content": "<s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}, {"content": "</s>", "single_word": false, "lstrip": false, "rstrip": false, "normalized": true}]}
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test.csv
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1 |
+
name path label
|
2 |
+
d01 (6) /content/data/aesdd/aesdd/disgust/d01 (6).wav disgust
|
3 |
+
s12 (5) /content/data/aesdd/aesdd/sadness/s12 (5).wav sadness
|
4 |
+
a07 (4) /content/data/aesdd/aesdd/anger/a07 (4).wav anger
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5 |
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s20 (4) /content/data/aesdd/aesdd/sadness/s20 (4).wav sadness
|
6 |
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h13 (6) /content/data/aesdd/aesdd/happiness/h13 (6).wav happiness
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f09 (6) /content/data/aesdd/aesdd/fear/f09 (6).wav fear
|
8 |
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f19 (5) /content/data/aesdd/aesdd/fear/f19 (5).wav fear
|
9 |
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s17 (4) /content/data/aesdd/aesdd/sadness/s17 (4).wav sadness
|
10 |
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f20 (6) /content/data/aesdd/aesdd/fear/f20 (6).wav fear
|
11 |
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s06 (6) /content/data/aesdd/aesdd/sadness/s06 (6).wav sadness
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12 |
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a04 (3) /content/data/aesdd/aesdd/anger/a04 (3).wav anger
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13 |
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h07 (3) /content/data/aesdd/aesdd/happiness/h07 (3).wav happiness
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14 |
+
d02 (1) /content/data/aesdd/aesdd/disgust/d02 (1).wav disgust
|
15 |
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a09 (4) /content/data/aesdd/aesdd/anger/a09 (4).wav anger
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16 |
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h01 (6) /content/data/aesdd/aesdd/happiness/h01 (6).wav happiness
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