Comparing 1-dimensional and 2-dimensional spectral feature representations in voice pathology detection using machine learning and deep learning classifiers.
Farhad JavanmardiSudarsana Reddy KadiriManila KodaliPaavo AlkuPublished in: INTERSPEECH (2022)
Keyphrases
- deep learning
- feature representations
- machine learning
- deep belief networks
- image representation
- unsupervised learning
- feature representation
- decision trees
- training data
- machine learning methods
- classifier ensemble
- generative model
- data mining
- computer vision
- image classification
- object detection
- support vector
- natural language processing
- training samples
- classification algorithm
- feature extraction
- learning algorithm
- information retrieval
- restricted boltzmann machine
- feature selection