An Analysis of Classification Approaches for Hit Song Prediction Using Engineered Metadata Features with Lyrics and Audio Features.
Mengyisong ZhaoMorgan HarveyDavid CameronFrank HopfgartnerValerie J. GilletPublished in: iConference (1) (2023)
Keyphrases
- audio features
- feature set
- genre classification
- audio visual
- low level
- classification accuracy
- metadata
- mel frequency cepstral coefficients
- audio content
- visual features
- feature selection
- music retrieval
- acoustic features
- feature space
- feature extraction
- feature vectors
- music information retrieval
- digital libraries
- multi modal
- multimedia
- audio signal
- text data
- training set
- data analysis
- data mining
- visual information
- text classification
- speaker identification
- semantic information
- speech recognition
- prediction accuracy
- pattern recognition
- support vector
- high level
- machine learning