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mdimamhosen/pd-voice-full-multimodal-dataset

Parkinson Voice — Full Multimodal Dataset Complete Parkinson’s vs healthy voice package for classification and explainable Mel reasoning research (EDGE). Not Mel-only: raw audio, 10 visual modalities, feature CSVs, plus Gemma reasoning traces for Mel. Contents Path Description audio/ Waveform clips (healthy / parkinsons), 1134 files images/mel/ Mel spectrograms images/spectrogram/ Linear spectrograms images/mfcc/ MFCC maps images/delta_mfcc/… See the full description on the dataset page: https://huggingface.co/datasets/mdimamhosen/pd-voice-full-multimodal-dataset.

sourceHugging Faceotherupdated 19d agoView on Hugging Face
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Dataset Card

Parkinson Voice — Full Multimodal Dataset

Complete Parkinson’s vs healthy voice package for classification and explainable Mel reasoning research (EDGE).

Not Mel-only: raw audio, 10 visual modalities, feature CSVs, plus Gemma reasoning traces for Mel.

Contents

PathDescription
audio/Waveform clips (healthy / parkinsons), 1134 files
images/mel/Mel spectrograms
images/spectrogram/Linear spectrograms
images/mfcc/MFCC maps
images/delta_mfcc/Δ-MFCC
images/delta2_mfcc/Δ²-MFCC
images/chroma/Chroma
images/cqt/Constant-Q
images/waveform/Waveform plots
images/f0_contour/F0 contours
images/intensity_contour/Intensity contours
features.csvTabular features
features_enriched.csvEnriched tabular features
reasoning_traces.jsonlMel visual reasoning traces (Gemma 4 31B teacher; ~1134 ok)

Each image modality has 1134 PNGs (574 healthy + 560 parkinsons).

Intended uses

  • —CNN / attention PD vs healthy classifiers on any modality
  • —Multimodal fusion experiments
  • —Vision-language reasoning / LoRA SFT on Mel (see related model below)

Not for clinical diagnosis. Research / education only.

Related model

Fine-tuned Gemma 4 E4B reasoning LoRA: https://huggingface.co/mdimamhosen/pd-mel-gemma4-e4b-reasoning-lora

Example layout

text
audio/healthy/*.wav
audio/parkinsons/*.wav
images/mel/healthy/*.png
images/mel/parkinsons/*.png
...
features_enriched.csv
reasoning_traces.jsonl

Citation

EDGE Parkinson voice multimodal dataset (audio + spectrogram suite + reasoning traces).