Alignment kernels for audio classification with application to music instrument recognition.
Cyril JoderSlim EssidGaël RichardPublished in: EUSIPCO (2008)
Keyphrases
- pattern recognition
- musical instruments
- support vector
- musical instrument
- music genre classification
- pattern recognition tasks
- automatic recognition
- classification accuracy
- feature extraction
- feature space
- object classification
- decision trees
- recognition accuracy
- training set
- image classification
- audio signals
- recognition process
- text classification
- multimedia
- geometric hashing
- music information retrieval
- handwritten digits
- genre classification
- classification method
- correct recognition
- recognition rate
- feature set
- machine learning
- feature vectors
- object recognition
- feature selection
- margin maximization
- music score
- classification scheme
- action recognition
- kernel function
- support vector machine svm
- unsupervised learning
- support vector machine