Model Selection for Deep Audio Source Separation via Clustering Analysis.
Alisa LiuPrem SeetharamanBryan PardoPublished in: DCASE (2020)
Keyphrases
- model selection
- clustering analysis
- source separation
- audio features
- gaussian process
- audio visual
- cross validation
- fuzzy clustering
- hyperparameters
- clustering method
- blind source separation
- independent component analysis
- cluster analysis
- feature set
- data mining
- clustering algorithm
- visual features
- microarray
- machine learning
- feature selection
- denoising
- data clustering
- k means
- music information retrieval
- regression model
- visual information
- unsupervised learning
- single channel
- knowledge discovery
- sound source
- temporal structure
- mixture model
- signal processing
- active learning
- data analysis
- support vector
- training data