Add curriculum learning metrics based on inter-evaluator agreement

README.md

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+---
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: label
+    dtype: int64
+  - name: valence
+    dtype: float64
+  - name: arousal
+    dtype: float64
+  - name: domination
+    dtype: float64
+  - name: arousal_norm
+    dtype: float64
+  - name: valence_norm
+    dtype: float64
+  - name: speakerID
+    dtype: int64
+  - name: utterance_id
+    dtype: string
+  - name: transcript
+    dtype: string
+  - name: speaker_id
+    dtype: int64
+  - name: emotion
+    dtype: string
+  - name: difficulty
+    dtype: float64
+  - name: curriculum_order
+    dtype: int64
+  - name: overall_agreement
+    dtype: float64
+  - name: fleiss_kappa
+    dtype: float64
+  - name: krippendorff_alpha
+    dtype: float64
+  - name: valence_std
+    dtype: float64
+  - name: arousal_std
+    dtype: float64
+  - name: dominance_std
+    dtype: float64
+  - name: valence_icc
+    dtype: float64
+  - name: arousal_icc
+    dtype: float64
+  - name: dominance_icc
+    dtype: float64
+  - name: n_categorical_evaluators
+    dtype: int64
+  - name: n_dimensional_evaluators
+    dtype: int64
+  - name: consensus_valence
+    dtype: float64
+  - name: consensus_arousal
+    dtype: float64
+  - name: consensus_dominance
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 647375870.77
+    num_examples: 4490
+  download_size: 630706860
+  dataset_size: 647375870.77
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---

data/train-00000-of-00002.parquet

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