Multimodal Emotion Detection via Attention-Based Fusion of Extracted Facial and Speech Features.
Dilnoza MamievaAkmalbek Bobomirzaevich AbdusalomovAlpamis KutlimuratovBahodir MuminovTaeg Keun WhangboPublished in: Sensors (2023)
Keyphrases
- multimodal fusion
- emotion recognition
- audio visual
- multimodal interfaces
- automatically extracted
- emotional speech
- false positives
- extracted features
- facial expressions
- landmark detection
- data fusion
- feature extraction
- emotion classification
- extracting features
- human computer interaction
- detection algorithm
- text to speech synthesis
- emotional state
- face region
- information fusion
- expression classification
- feature set
- face recognition
- feature space
- feature vectors
- automatically segmented
- face images
- multi stream
- textural features
- multi modal
- detection method
- human faces