Hello hubert
Browse files- config.json +93 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- test.csv +122 -0
- trainer_state.json +100 -0
config.json
ADDED
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{
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"_name_or_path": "facebook/hubert-large-ll60k",
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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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"HubertForSpeechClassification"
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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": "sum",
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"ctc_zero_infinity": false,
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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": 0.1,
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"final_dropout": 0.0,
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"finetuning_task": "wav2vec2_clf",
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"gradient_checkpointing": false,
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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": 0.075,
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"mask_time_selection": "static",
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"model_type": "hubert",
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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": 0,
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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": 32
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}
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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,
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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
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:a67e242ae3683318af3b6bbaf392128f4d058aeae49fa1d37fdc4685a0fa0a97
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size 1266141741
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test.csv
ADDED
@@ -0,0 +1,122 @@
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name path emotion
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d17 (2) /content/data/aesdd/disgust/d17 (2).wav disgust
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s15 (2) /content/data/aesdd/sadness/s15 (2).wav sadness
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a03 (2) /content/data/aesdd/anger/a03 (2).wav anger
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s07 (5) /content/data/aesdd/sadness/s07 (5).wav sadness
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h07 (2) /content/data/aesdd/happiness/h07 (2).wav happiness
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f08 (4) /content/data/aesdd/fear/f08 (4).wav fear
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f19 (1) /content/data/aesdd/fear/f19 (1).wav fear
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s15 (4) /content/data/aesdd/sadness/s15 (4).wav sadness
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f12 (5) /content/data/aesdd/fear/f12 (5).wav fear
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s04 (6) /content/data/aesdd/sadness/s04 (6).wav sadness
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a15 (4) /content/data/aesdd/anger/a15 (4).wav anger
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h13 (5) /content/data/aesdd/happiness/h13 (5).wav happiness
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d11 (6) /content/data/aesdd/disgust/d11 (6).wav disgust
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a09 (6) /content/data/aesdd/anger/a09 (6).wav anger
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h03 (1) /content/data/aesdd/happiness/h03 (1).wav happiness
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s17 (6) /content/data/aesdd/sadness/s17 (6).wav sadness
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d15 (5) /content/data/aesdd/disgust/d15 (5).wav disgust
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s13 (4) /content/data/aesdd/sadness/s13 (4).wav sadness
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f15 (3) /content/data/aesdd/fear/f15 (3).wav fear
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h05 (3) /content/data/aesdd/happiness/h05 (3).wav happiness
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s16 (4) /content/data/aesdd/sadness/s16 (4).wav sadness
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f01 (6) /content/data/aesdd/fear/f01 (6).wav fear
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d01 (1) /content/data/aesdd/disgust/d01 (1).wav disgust
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d11 (5) /content/data/aesdd/disgust/d11 (5).wav disgust
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a20 (3) /content/data/aesdd/anger/a20 (3).wav anger
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a13 (5) /content/data/aesdd/anger/a13 (5).wav anger
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a01 (2) /content/data/aesdd/anger/a01 (2).wav anger
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f14 (4) /content/data/aesdd/fear/f14 (4).wav fear
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a05 (3) /content/data/aesdd/anger/a05 (3).wav anger
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h04 (5) /content/data/aesdd/happiness/h04 (5).wav happiness
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h05 (4) /content/data/aesdd/happiness/h05 (4).wav happiness
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f15 (4) /content/data/aesdd/fear/f15 (4).wav fear
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h03 (3) /content/data/aesdd/happiness/h03 (3).wav happiness
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f18 (4) /content/data/aesdd/fear/f18 (4).wav fear
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f16 (3) /content/data/aesdd/fear/f16 (3).wav fear
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d13 (5) /content/data/aesdd/disgust/d13 (5).wav disgust
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a15 (2) /content/data/aesdd/anger/a15 (2).wav anger
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a10 (6) /content/data/aesdd/anger/a10 (6).wav anger
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a14 (1) /content/data/aesdd/anger/a14 (1).wav anger
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d18 (1) /content/data/aesdd/disgust/d18 (1).wav disgust
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f13 (01) /content/data/aesdd/fear/f13 (01).wav fear
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h05 (1) /content/data/aesdd/happiness/h05 (1).wav happiness
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h08 (4) /content/data/aesdd/happiness/h08 (4).wav happiness
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f11 (01) /content/data/aesdd/fear/f11 (01).wav fear
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s17 (5) /content/data/aesdd/sadness/s17 (5).wav sadness
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d04 (2) /content/data/aesdd/disgust/d04 (2).wav disgust
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d18 (4) /content/data/aesdd/disgust/d18 (4).wav disgust
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h04 (6) /content/data/aesdd/happiness/h04 (6).wav happiness
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s19 (1) /content/data/aesdd/sadness/s19 (1).wav sadness
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a06 (5)b /content/data/aesdd/anger/a06 (5)b.wav anger
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d14 (2) /content/data/aesdd/disgust/d14 (2).wav disgust
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f09 (6) /content/data/aesdd/fear/f09 (6).wav fear
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f17 (4) /content/data/aesdd/fear/f17 (4).wav fear
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a06 (6) /content/data/aesdd/anger/a06 (6).wav anger
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d08 (2) /content/data/aesdd/disgust/d08 (2).wav disgust
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h07 (4) /content/data/aesdd/happiness/h07 (4).wav happiness
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d09 (3) /content/data/aesdd/disgust/d09 (3).wav disgust
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a12 (4) /content/data/aesdd/anger/a12 (4).wav anger
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s07 (3) /content/data/aesdd/sadness/s07 (3).wav sadness
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f16 (6) /content/data/aesdd/fear/f16 (6).wav fear
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f13 (5) /content/data/aesdd/fear/f13 (5).wav fear
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d17 (4) /content/data/aesdd/disgust/d17 (4).wav disgust
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s07 (1) /content/data/aesdd/sadness/s07 (1).wav sadness
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f02 (1) /content/data/aesdd/fear/f02 (1).wav fear
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h10 (1) /content/data/aesdd/happiness/h10 (1).wav happiness
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h10 (2) /content/data/aesdd/happiness/h10 (2).wav happiness
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s04 (1) /content/data/aesdd/sadness/s04 (1).wav sadness
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d10 (6) /content/data/aesdd/disgust/d10 (6).wav disgust
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a04 (2) /content/data/aesdd/anger/a04 (2).wav anger
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a18 (2) /content/data/aesdd/anger/a18 (2).wav anger
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a18 (6) /content/data/aesdd/anger/a18 (6).wav anger
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s12 (2) /content/data/aesdd/sadness/s12 (2).wav sadness
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s15 (5) /content/data/aesdd/sadness/s15 (5).wav sadness
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a08 (1) /content/data/aesdd/anger/a08 (1).wav anger
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d02 (2) /content/data/aesdd/disgust/d02 (2).wav disgust
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h12 (4) /content/data/aesdd/happiness/h12 (4).wav happiness
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h08 (3) /content/data/aesdd/happiness/h08 (3).wav happiness
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s10 (2) /content/data/aesdd/sadness/s10 (2).wav sadness
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f19 (2) /content/data/aesdd/fear/f19 (2).wav fear
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s10 (5) /content/data/aesdd/sadness/s10 (5).wav sadness
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h09 (4) /content/data/aesdd/happiness/h09 (4).wav happiness
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s13 (6) /content/data/aesdd/sadness/s13 (6).wav sadness
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h18 (2) /content/data/aesdd/happiness/h18 (2).wav happiness
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d03 (5) /content/data/aesdd/disgust/d03 (5).wav disgust
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d14 (1) /content/data/aesdd/disgust/d14 (1).wav disgust
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s02 (3) /content/data/aesdd/sadness/s02 (3).wav sadness
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f14 (1) /content/data/aesdd/fear/f14 (1).wav fear
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a01 (3) /content/data/aesdd/anger/a01 (3).wav anger
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a07 (3) /content/data/aesdd/anger/a07 (3).wav anger
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f17 (1) /content/data/aesdd/fear/f17 (1).wav fear
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h14 (2) /content/data/aesdd/happiness/h14 (2).wav happiness
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d01 (6) /content/data/aesdd/disgust/d01 (6).wav disgust
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s01 (1) /content/data/aesdd/sadness/s01 (1).wav sadness
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s17 (3) /content/data/aesdd/sadness/s17 (3).wav sadness
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f15 (5) /content/data/aesdd/fear/f15 (5).wav fear
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h01 (4) /content/data/aesdd/happiness/h01 (4).wav happiness
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s09 (1) /content/data/aesdd/sadness/s09 (1).wav sadness
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f06 (5) /content/data/aesdd/fear/f06 (5).wav fear
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d05 (6) /content/data/aesdd/disgust/d05 (6).wav disgust
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a08 (2) /content/data/aesdd/anger/a08 (2).wav anger
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s13 (2) /content/data/aesdd/sadness/s13 (2).wav sadness
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d18 (2) /content/data/aesdd/disgust/d18 (2).wav disgust
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a09 (2) /content/data/aesdd/anger/a09 (2).wav anger
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f05 (6) /content/data/aesdd/fear/f05 (6).wav fear
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s04 (5) /content/data/aesdd/sadness/s04 (5).wav sadness
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h06 (5) /content/data/aesdd/happiness/h06 (5).wav happiness
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a14 (6) /content/data/aesdd/anger/a14 (6).wav anger
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a13 (2) /content/data/aesdd/anger/a13 (2).wav anger
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h10 (5) /content/data/aesdd/happiness/h10 (5).wav happiness
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a13 (1) /content/data/aesdd/anger/a13 (1).wav anger
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d12 (3) /content/data/aesdd/disgust/d12 (3).wav disgust
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h18 (3) /content/data/aesdd/happiness/h18 (3).wav happiness
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d15 (1) /content/data/aesdd/disgust/d15 (1).wav disgust
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h19 (3) /content/data/aesdd/happiness/h19 (3).wav happiness
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s05 (4) /content/data/aesdd/sadness/s05 (4).wav sadness
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d17 (6) /content/data/aesdd/disgust/d17 (6).wav disgust
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d12 (2) /content/data/aesdd/disgust/d12 (2).wav disgust
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s06 (4) /content/data/aesdd/sadness/s06 (4).wav sadness
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f19 (3) /content/data/aesdd/fear/f19 (3).wav fear
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f09 (2) /content/data/aesdd/fear/f09 (2).wav fear
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h08 (2) /content/data/aesdd/happiness/h08 (2).wav happiness
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trainer_state.json
ADDED
@@ -0,0 +1,100 @@
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