Add features + PHQ-8 labels

README.md

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+---
+dataset_info:
+  config_name: features
+  features:
+  - name: participant_id
+    dtype: string
+  - name: total_duration_s
+    dtype: float64
+  - name: f0_mean
+    dtype: float64
+  - name: f0_std
+    dtype: float64
+  - name: f0_range
+    dtype: float64
+  - name: f0_iqr
+    dtype: float64
+  - name: pitch_instability
+    dtype: float64
+  - name: speech_rate_voiced_frac
+    dtype: float64
+  - name: speech_rate_syllables_per_sec
+    dtype: float64
+  - name: intensity_mean_db
+    dtype: float64
+  - name: intensity_std_db
+    dtype: float64
+  - name: intensity_range_db
+    dtype: float64
+  - name: intensity_mean_linear
+    dtype: float64
+  - name: mfcc_1_mean
+    dtype: float64
+  - name: mfcc_1_std
+    dtype: float64
+  - name: mfcc_delta_1_mean
+    dtype: float64
+  - name: mfcc_2_mean
+    dtype: float64
+  - name: mfcc_2_std
+    dtype: float64
+  - name: mfcc_delta_2_mean
+    dtype: float64
+  - name: mfcc_3_mean
+    dtype: float64
+  - name: mfcc_3_std
+    dtype: float64
+  - name: mfcc_delta_3_mean
+    dtype: float64
+  - name: mfcc_4_mean
+    dtype: float64
+  - name: mfcc_4_std
+    dtype: float64
+  - name: mfcc_delta_4_mean
+    dtype: float64
+  - name: mfcc_5_mean
+    dtype: float64
+  - name: mfcc_5_std
+    dtype: float64
+  - name: mfcc_delta_5_mean
+    dtype: float64
+  - name: mfcc_6_mean
+    dtype: float64
+  - name: mfcc_6_std
+    dtype: float64
+  - name: mfcc_delta_6_mean
+    dtype: float64
+  - name: mfcc_7_mean
+    dtype: float64
+  - name: mfcc_7_std
+    dtype: float64
+  - name: mfcc_delta_7_mean
+    dtype: float64
+  - name: mfcc_8_mean
+    dtype: float64
+  - name: mfcc_8_std
+    dtype: float64
+  - name: mfcc_delta_8_mean
+    dtype: float64
+  - name: mfcc_9_mean
+    dtype: float64
+  - name: mfcc_9_std
+    dtype: float64
+  - name: mfcc_delta_9_mean
+    dtype: float64
+  - name: mfcc_10_mean
+    dtype: float64
+  - name: mfcc_10_std
+    dtype: float64
+  - name: mfcc_delta_10_mean
+    dtype: float64
+  - name: mfcc_11_mean
+    dtype: float64
+  - name: mfcc_11_std
+    dtype: float64
+  - name: mfcc_delta_11_mean
+    dtype: float64
+  - name: mfcc_12_mean
+    dtype: float64
+  - name: mfcc_12_std
+    dtype: float64
+  - name: mfcc_delta_12_mean
+    dtype: float64
+  - name: mfcc_13_mean
+    dtype: float64
+  - name: mfcc_13_std
+    dtype: float64
+  - name: mfcc_delta_13_mean
+    dtype: float64
+  - name: spectral_centroid_mean
+    dtype: float64
+  - name: spectral_centroid_std
+    dtype: float64
+  - name: spectral_slope
+    dtype: float64
+  - name: spectral_flatness_mean
+    dtype: float64
+  - name: spectral_flatness_std
+    dtype: float64
+  - name: spectral_flux_mean
+    dtype: float64
+  - name: spectral_flux_std
+    dtype: float64
+  - name: hammarberg_index
+    dtype: float64
+  - name: alpha_ratio
+    dtype: float64
+  - name: band_600_700_energy_db
+    dtype: float64
+  - name: band_1k_2k_energy_db
+    dtype: float64
+  - name: band_2k_4k_energy_db
+    dtype: float64
+  - name: jitter_local
+    dtype: float64
+  - name: jitter_local_abs
+    dtype: float64
+  - name: jitter_rap
+    dtype: float64
+  - name: shimmer_local
+    dtype: float64
+  - name: shimmer_local_db
+    dtype: float64
+  - name: shimmer_apq3
+    dtype: float64
+  - name: hnr_mean
+    dtype: float64
+  - name: hnr_std
+    dtype: float64
+  - name: breathiness
+    dtype: float64
+  - name: vocal_tension
+    dtype: float64
+  - name: f1_mean
+    dtype: float64
+  - name: f1_std
+    dtype: float64
+  - name: f2_mean
+    dtype: float64
+  - name: f2_std
+    dtype: float64
+  - name: f3_mean
+    dtype: float64
+  - name: f3_std
+    dtype: float64
+  - name: f1_f2_ratio
+    dtype: float64
+  - name: utterance_count
+    dtype: int64
+  - name: utterance_dur_mean
+    dtype: float64
+  - name: utterance_dur_std
+    dtype: float64
+  - name: utterance_dur_total
+    dtype: float64
+  - name: pause_count
+    dtype: int64
+  - name: pause_dur_mean
+    dtype: float64
+  - name: pause_dur_max
+    dtype: float64
+  - name: pause_dur_total
+    dtype: float64
+  - name: proportion_silence
+    dtype: float64
+  - name: filled_pause_count
+    dtype: int64
+  - name: filled_pause_rate
+    dtype: float64
+  - name: fragmented_speech_count
+    dtype: int64
+  - name: fragmented_speech_ratio
+    dtype: float64
+  - name: speech_rate_wpm
+    dtype: float64
+  - name: PHQ_8NoInterest
+    dtype: float64
+  - name: PHQ_8Depressed
+    dtype: float64
+  - name: PHQ_8Sleep
+    dtype: float64
+  - name: PHQ_8Tired
+    dtype: float64
+  - name: PHQ_8Appetite
+    dtype: float64
+  - name: PHQ_8Failure
+    dtype: float64
+  - name: PHQ_8Concentrating
+    dtype: float64
+  - name: PHQ_8Moving
+    dtype: float64
+  - name: PHQ_8Total
+    dtype: float64
+  splits:
+  - name: train
+    num_bytes: 227178
+    num_examples: 273
+  download_size: 268206
+  dataset_size: 227178
+configs:
+- config_name: features
+  data_files:
+  - split: train
+    path: features/train-*
+---

features/train-00000-of-00001.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:45dfcac6cf2abdaef2651ec6628d46e9914ad9e9a5c2bebd6aefb8a621696451
+size 268206