Are reported accuracies in the clinical speech machine learning literature overoptimistic?
Visar BerishaChelsea KrantsevichGabriela StegmannShira HahnJulie LissPublished in: INTERSPEECH (2022)
Keyphrases
- machine learning
- speech processing
- speech recognition
- knowledge acquisition
- learning tasks
- learning algorithm
- pattern recognition
- natural language processing
- inductive learning
- machine learning algorithms
- computer vision
- feature selection
- explanation based learning
- machine learning methods
- machine learning approaches
- text classification
- patient data
- published literature
- artificial intelligence
- information extraction
- active learning
- audio visual
- information retrieval
- speaker identification
- medical domain
- medical records
- knowledge base
- automatic speech recognition
- decision trees
- computer science
- computational intelligence
- knowledge representation
- knowledge discovery
- support vector machine
- learning systems
- model selection
- text mining