Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
ser-fast-cnn-bilstm – AI Model by MathRaaj | AlphaNeural AI
You can deploy this model and start earning money today!
MathRaaj
/
ser-fast-cnn-bilstm
like
0
pytorch
cnn-bilstm-attention
audio
speech-emotion-recognition
cnn-bilstm
en
ravdess
tess
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
Speech Emotion Recognition (CNN-BiLSTM-Attention)
This model was trained from scratch on the RAVDESS and TESS datasets.
Model Architecture
Front-end
: 4-block CNN for feature extraction from Mel Spectrograms.
Mid-section
: Bidirectional LSTM for temporal dependencies.
Pooling
: Multi-head Attention pooling.
Back-end
: Fully connected classifier.
Classes
0: neutral, 1: calm, 2: happy, 3: sad, 4: angry, 5: fearful, 6: disgust
