Add curriculum learning metrics based on inter-evaluator agreement

README.md

@@ -0,0 +1,73 @@
+---
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: label
+    dtype: int64
+  - name: valence
+    dtype: float64
+  - name: arousal
+    dtype: float64
+  - name: arousal_norm
+    dtype: float64
+  - name: valence_norm
+    dtype: float64
+  - name: speakerID
+    dtype: int64
+  - name: utterance
+    dtype: string
+  - name: transcript
+    dtype: string
+  - 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
+  - name: naturalness_std
+    dtype: float64
+  - name: naturalness_icc
+    dtype: float64
+  - name: consensus_naturalness
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 2803902170.0
+    num_examples: 7798
+  download_size: 2739152711
+  dataset_size: 2803902170.0
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+---

data/train-00000-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:17808f4e1ed760afd908ec74683b413aafeeed224287e0d7ff98d59eddfa5858
+size 467857683

data/train-00001-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3a6378e9e0c9f2d8819e3330dba04e3c4a07361bc42856acb46c5821dcbecf5e
+size 450007248

data/train-00002-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:0fabfe5dc9aed2c221d532d56bc1f91e55d2bbae624c9068eeeec9155ca1e1fe
+size 443586437

data/train-00003-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c4a6d0ed8788e4455f249b50f4679133afb045c573b475049b9f9077fa693808
+size 490313726

data/train-00004-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e5198d3060273a8c40cdbe6a41001e7bade098ee87f587c3a9f4bf8c63a2b7ef
+size 433787850

data/train-00005-of-00006.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:ed5e864a019f8f8c6f2630dd8368ed7d74a873b731bbb2f6533555aabb820433
+size 453599767