Investigation of different speech types and emotions for detecting depression using different classifiers.
Haihua JiangBin HuZhenyu LiuLihua YanTianyang WangFei LiuHuanyu KangXiaoyu LiPublished in: Speech Commun. (2017)
Keyphrases
- lexical features
- emotion recognition
- speech recognition
- support vector
- emotion classification
- emotional state
- training data
- machine learning algorithms
- learning algorithm
- classification models
- emotional speech
- classification rate
- classification algorithm
- svm classifier
- training examples
- decision trees
- ensemble learning
- automatic speech recognition
- affective states
- dialogue system
- human communication
- training samples
- multi class