Revealing Emotional Clusters in Speaker Embeddings: A Contrastive Learning Strategy for Speech Emotion Recognition.
Ismail Rasim UlgenZongyang DuCarlos BussoBerrak SismanPublished in: CoRR (2024)
Keyphrases
- learning strategies
- speech emotion recognition
- active learning
- online learning
- clustering algorithm
- data points
- college students
- fuzzy clustering
- hierarchical clustering
- computer based instruction
- speaker verification
- learning capabilities
- blended learning
- cluster analysis
- vector space
- manifold learning
- euclidean space
- speech recognition
- dimensionality reduction
- human learning
- professional development
- computer mediated
- hidden markov models
- high dimensional
- reinforcement learning
- feature extraction