EMIX: A Data Augmentation Method for Speech Emotion Recognition.
An DangToan H. VuLe Dinh NguyenJia-Ching WangPublished in: ICASSP (2023)
Keyphrases
- synthetic data
- input data
- significant improvement
- data sets
- noisy data
- high precision
- database
- prior knowledge
- cost function
- training samples
- missing values
- test data
- high accuracy
- missing data
- objective function
- prior information
- data distribution
- detection method
- correlation analysis
- clustering method
- information loss
- data quality
- data processing
- data analysis
- computational complexity
- data structure
- raw data
- original data
- speech emotion recognition
- probability distribution
- artificial neural networks
- xml documents
- computational cost
- feature set