CNN architectures for large-scale audio classification.
Shawn HersheySourish ChaudhuriDaniel P. W. EllisJort F. GemmekeAren JansenR. Channing MooreManoj PlakalDevin PlattRif A. SaurousBryan SeyboldMalcolm SlaneyRon J. WeissKevin W. WilsonPublished in: ICASSP (2017)
Keyphrases
- classification accuracy
- pattern recognition
- decision rules
- convolutional neural network
- classification scheme
- real world
- supervised learning
- machine learning methods
- text classification
- support vector
- training set
- classification algorithm
- classification systems
- image classification
- pattern classification
- support vector machine svm
- classification method
- classification rules
- classification models
- classification rate
- training samples
- data mining
- support vector machine
- knn
- feature extraction
- small scale
- hierarchical text classification
- acoustic signals
- classification process
- video sequences
- feature space
- audio visual
- class labels
- feature vectors
- signal processing
- neural network
- machine learning algorithms