Mood Classification Using Lyrics and Audio: A Case-Study in Greek Music.
Spyros BrilisEvangelia GkatzouAntonis KoursoumisKarolos TalvisKatia Lida KermanidisIoannis KarydisPublished in: AIAI (2) (2012)
Keyphrases
- music retrieval
- music information retrieval
- audio signals
- audio features
- acoustic features
- music genre classification
- audio recordings
- automatic music genre classification
- speech music discrimination
- pattern recognition
- genre classification
- audio signal
- classification scheme
- visual features
- classification accuracy
- music collections
- music emotion classification
- emotion classification
- case study
- support vector machine svm
- digital audio
- feature set
- feature vectors
- feature selection
- digital music
- support vector
- image classification
- low level
- machine learning
- signal processing
- text classification
- class labels
- emotion recognition
- semantic features
- classification algorithm
- musical instrument
- classification method
- decision trees
- audio visual