Hello hubert
Browse files- config.json +88 -0
- preprocessor_config.json +9 -0
- pytorch_model.bin +3 -0
- test.csv +569 -0
- trainer_state.json +235 -0
config.json
ADDED
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{
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"_name_or_path": "facebook/hubert-base-ls960",
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"activation_dropout": 0.1,
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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": 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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"do_stable_layer_norm": false,
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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": "group",
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"feat_proj_dropout": 0.1,
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"final_dropout": 0.1,
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"finetuning_task": "hubert_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_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Anger",
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"1": "Fear",
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"2": "Happiness",
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"3": "Neutral",
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"4": "Sadness",
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"5": "Surprise"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Anger": 0,
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"Fear": 1,
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"Happiness": 2,
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"Neutral": 3,
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"Sadness": 4,
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"Surprise": 5
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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_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_prob": 0.05,
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"model_type": "hubert",
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"num_attention_heads": 12,
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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": 12,
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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": "4.8.0.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": false,
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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:e2f06848b06d6f50a561de252f6ad8c151ee74ca133098ed1013e4d43c24b695
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size 379952339
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test.csv
ADDED
@@ -0,0 +1,569 @@
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1 |
+
path emotion gender
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+
/content/data/shemo/male/M20H01.wav Happiness M
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+
/content/data/shemo/female/F07S34.wav Sadness F
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4 |
+
/content/data/shemo/male/M12N68.wav Neutral M
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/content/data/shemo/female/F30N04.wav Neutral F
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+
/content/data/shemo/male/M04N09.wav Neutral M
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+
/content/data/shemo/female/F20H02.wav Happiness F
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+
/content/data/shemo/male/M27N06.wav Neutral M
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/content/data/shemo/male/M43A05.wav Anger M
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/content/data/shemo/female/F23W01.wav Surprise F
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/content/data/shemo/male/M28A03.wav Anger M
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+
/content/data/shemo/female/F19N30.wav Neutral F
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/content/data/shemo/female/F04N02.wav Neutral F
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+
/content/data/shemo/female/F05N02.wav Neutral F
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/content/data/shemo/female/F05N20.wav Neutral F
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+
/content/data/shemo/male/M54A01.wav Anger M
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/content/data/shemo/male/M15A07.wav Anger M
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+
/content/data/shemo/female/F21W29.wav Surprise F
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/content/data/shemo/female/F07A38.wav Anger F
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/content/data/shemo/male/M27N41.wav Neutral M
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/content/data/shemo/male/M07N04.wav Neutral M
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/content/data/shemo/male/M08N09.wav Neutral M
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/content/data/shemo/female/F21A48.wav Anger F
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/content/data/shemo/female/F15N02.wav Neutral F
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/content/data/shemo/female/F14W01.wav Surprise F
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/content/data/shemo/male/M28A25.wav Anger M
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/content/data/shemo/female/F25N03.wav Neutral F
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/content/data/shemo/male/M53N25.wav Neutral M
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/content/data/shemo/female/F21A21.wav Anger F
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/content/data/shemo/male/M47N23.wav Neutral M
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/content/data/shemo/female/F28A18.wav Anger F
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/content/data/shemo/female/F21A24.wav Anger F
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/content/data/shemo/female/F21W05.wav Surprise F
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/content/data/shemo/female/F07A62.wav Anger F
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/content/data/shemo/male/M16H08.wav Happiness M
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/content/data/shemo/male/M03A43.wav Anger M
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/content/data/shemo/male/M07S01.wav Sadness M
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/content/data/shemo/male/M12A04.wav Anger M
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/content/data/shemo/male/M04N78.wav Neutral M
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/content/data/shemo/male/M10N01.wav Neutral M
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+
/content/data/shemo/male/M26N04.wav Neutral M
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/content/data/shemo/male/M20N05.wav Neutral M
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/content/data/shemo/male/M04N82.wav Neutral M
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/content/data/shemo/male/M42A12.wav Anger M
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/content/data/shemo/female/F24A28.wav Anger F
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/content/data/shemo/male/M12N29.wav Neutral M
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/content/data/shemo/female/F01S14.wav Sadness F
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/content/data/shemo/female/F21H07.wav Happiness F
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/content/data/shemo/female/F01H04.wav Happiness F
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/content/data/shemo/male/M04N06.wav Neutral M
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/content/data/shemo/male/M48N02.wav Neutral M
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/content/data/shemo/female/F21H04.wav Happiness F
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/content/data/shemo/female/F02N02.wav Neutral F
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/content/data/shemo/female/F03A02.wav Anger F
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/content/data/shemo/male/M12N70.wav Neutral M
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/content/data/shemo/female/F10A49.wav Anger F
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/content/data/shemo/female/F01A06.wav Anger F
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/content/data/shemo/female/F14H02.wav Happiness F
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/content/data/shemo/female/F24A15.wav Anger F
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/content/data/shemo/male/M19A04.wav Anger M
|
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+
/content/data/shemo/female/F24S05.wav Sadness F
|
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+
/content/data/shemo/male/M12N51.wav Neutral M
|
63 |
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