egemaps

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SimoneCff / Hyb-DysNet

Hyb-DysNet: hybrid feature fusion (eGeMAPSv02 + Wav2Vec2-XLS-R + Librosa) and soft-voting ensemble for dysarthria severity classification in ALS patients.

python xgboost lightgbm ensemble-learning als opensmile librosa audio-processing smote speech-pathology feature-fusion speech-classification medical-ai amyotrophic-lateral-sclerosis wav2vec2 dysarthria egemaps

Updated Apr 17, 2026
Jupyter Notebook

danilodsp / AFX

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Audio features for ML: 47 extractors, MIT-licensed eGeMAPS, scikit-learn and PyTorch front ends, reproducible batch CLI.

audio signal-processing scikit-learn speech pytorch feature-extraction mfcc bioacoustics paralinguistics egemaps

Updated Oct 11, 2026
Python

hsn07pk / ravdess-speaker-independent-ser

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Speaker-independent speech emotion recognition on RAVDESS: MFCC, eGeMAPS and ComParE vs frozen WavLM, HuBERT, XLS-R and Whisper under nested leave-one-speaker-out evaluation, with end-to-end fine-tuning, protocol-inflation and contamination checks, and a per-clip comparison with human listeners.

Updated Oct 9, 2026
Python

justneeraj12 / cross-lingual-speech-emotion-recognition

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Interpretable classical ML for cross-lingual speech emotion recognition using hand-crafted acoustic features.

machine-learning scikit-learn xgboost audio-processing cross-lingual acoustic-features speech-emotion-recognition explainable-ai biomedical-signals egemaps

Updated Sep 18, 2026
TeX

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