Update README.md
Browse filesInitial upload: AVDD-TCMI dataset (HDS + SDS) β 13.5GB
README.md
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---
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license: cc-by-nc-4.0
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---
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license: cc-by-nc-4.0
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language:
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- zh
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pretty_name: AVDD-TCMI Dataset
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tags:
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- mulitimodal
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- depression
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- audio
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- vedio
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size_categories:
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- 1K<n<10K
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task_categories:
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- classification
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- Depression detection
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---
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#AVDD-TCMI Dataset
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## Introduction
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The **AVDD-TCMI dataset** is a multimodal dataset for depression detection. Our dataset comprises a total of 1,230 valid samples, including 969 non-depressed individuals and 261 depressed individuals. It contains two primary subsets:
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- **HDS (Hospital Depression Subset):** HDS is collected from volunteers at West China Hospital of Sichuan University and includes 282 valid samples, comprising 159 non-depressed volunteers (including doctors, nurses, and patients without depression) and 123 clinically diagnosed depressed patients undergoing treatments.
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- **SDS (Student Depression Subset):** SDS is collected from a middle school and contains 948 valid samples, including 810 non-depressed and 138 depressed volunteer students.
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## Structure
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AVDD-TCMI-dataset/
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βββ HDS/
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β βββ 0/
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β β βββ 0_tcm/ # regional features extracted based on TCM facial inspection (images)
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β β βββ 0_acoustic.csv # audio_features
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β β βββ 0_visual.csv # video_features
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β βββ ...
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βββ SDS/
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β βββ 0/
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β βββ ...
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βββ HDS_labels.csv # id,label (0=non-depressed,1=depressed),gender (f=female,m=male)
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βββ SDS_labels.csv
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## Data Splits
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This dataset is not pre-split into train/validation/test. Users should perform their own split.
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## Contact
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For questions, contact:[email protected]
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