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emotion-recognition-svm-cremad
dylanjovian/emotion-recognition-svm-cremad
emotion-recognition-svm-cremad is a audio classification model from dylanjovian. Use it for the audio classification task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
Model klasifikasi emosi suara menggunakan Support Vector Machine (SVM) dengan fitur statistik audio (MFCC, Chroma, ZCR, RMS, Spectral Contrast, Pitch/F0).
Access
Public
Updated Jun 23, 2026
Repo size
11.2 MB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.joblib5.6 MB · 100%
At a glance
- Task
- Audio Classification
- License
- mit
- Access
- Public
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026
- SHA
- 6f53cd76
Model card
From the Hugging Face model README
Klasifikasi Emosi Suara (CREMA-D) - SVM
Model klasifikasi emosi suara menggunakan Support Vector Machine (SVM) dengan fitur statistik audio (MFCC, Chroma, ZCR, RMS, Spectral Contrast, Pitch/F0).
Kelas Emosi
Angry, Disgust, Fear, Happy, Neutral, Sad
Cara Pakai
Lihat file inference.py pada repo ini untuk contoh kode prediksi pada file audio baru.
Catatan
Model ini dilatih pada dataset CREMA-D (aktor profesional, Bahasa Inggris). Akurasi pada test set internal: lihat classification report pada notebook training.
- Task
- Audio Classification
- License
- mit
- Created
- Jun 22, 2026
- Updated
- Jun 23, 2026