Audio Classification of Music/speech mixed signals using sinusoidal Modeling with SVM and Neural Network Approach.
Pejman MowlaeeAbolghasem SayadiyanPublished in: J. Circuits Syst. Comput. (2013)
Keyphrases
- audio signals
- speech music discrimination
- acoustic signals
- support vector machine svm
- neural network
- support vector
- support vector machine
- music genre classification
- pattern recognition
- classification algorithm
- classification method
- speaker identification
- audio features
- signal processing
- audio signal
- svm classifier
- learning vector quantization
- cepstral features
- improves the classification accuracy
- feature maps
- classification accuracy
- feature selection
- acoustic signal
- feature vectors
- audio recordings
- multi layer perceptron
- speech recognition
- feature extraction
- digital audio
- automatic music genre classification
- feature space
- generalization ability
- audio visual
- eeg signals
- knn
- decision trees
- training algorithm
- speech corpus
- image classification
- hidden markov models
- artificial neural networks
- probabilistic neural network
- genre classification
- audio stream
- training process
- svm classification
- neural network model
- back propagation
- kernel function
- multi class
- training set
- machine learning
- acoustic features
- speech synthesis
- decision boundary
- fundamental frequency
- radial basis function
- music score
- text classification
- feature set
- music scores