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ravdess-emotion-recognition
nvlz/ravdess-emotion-recognition
ravdess-emotion-recognition is a machine learning model from nvlz. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for keras. The card lists the license as mit.
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Repo size
775 MB
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At a glance
- Library
- keras
- License
- mit
- Access
- Public
- Created
- May 21, 2026
- Updated
- Jun 1, 2026
- SHA
- 9254fb48
Model card
From the Hugging Face model README
RAVDESS Duygu Tanıma — BiLSTM + Temporal Attention
Test Accuracy: %80.2 (RAVDESS, 8 sınıf)
Dosyalar
| Dosya | Açıklama |
|---|---|
best_lstm.keras | Keras modeli (custom layer: TemporalAttention) |
lstm_norm.npy | Normalizasyon parametreleri — shape (2, 80): [mean, std] |
Mimari
- Input: (282 zaman adımı × 80 özellik) — 40 MFCC + 40 Δ MFCC
- Bidirectional LSTM(128) + LayerNorm
- Temporal Attention
- Dense(128) → BatchNorm → Dense(64) → Dense(8, softmax)
Sınıflar
neutral, calm, happy, sad, angry, fearful, disgust, surprised
Demo
ravdess_demo.ipynb ile Gradio arayüzü üzerinden test edebilirsin.
- Library
- keras
- License
- mit
- Languages
- tr
- Created
- May 21, 2026
- Updated
- Jun 1, 2026