Enhancing Speech-Based Depression Detection Through Gender Dependent Vowel-Level Formant Features.
Nicholas CumminsBogdan VlasenkoHesam SaghaBjörn W. SchullerPublished in: AIME (2017)
Keyphrases
- speech signal
- speech recognition
- vocal tract
- feature level
- low level
- speech recognition systems
- detection method
- feature extraction
- support vector machine classifier
- higher level
- automatic detection
- automatic speech recognition
- feature vectors
- abstraction levels
- speech synthesis
- false positives
- object detection
- image features
- prosodic features
- adaboost classifier
- formant frequencies
- noisy environments
- levels of abstraction
- detection rate
- feature set
- hidden markov models
- object recognition