2012 · 10 citations · 8 references
EducationMusicologyMusic AnalysisMusic PsychologyPsychoacousticsComputational MusicologyInteractive Music SystemsMusic ProductionMusic TechnologySound SynthesisSpeech SynthesisArtificial Intelligence Music GenerationMachine Learning For CompositionMachine Learning For MusicMachine Learning-based Sound SynthesisMusical SourcesOnset DetectionPitch EstimationScore Synthesis
In this paper, we describe a system which creates novel musical compositions inspired by non-musical audio signals. The system processes input audio signals using onset detection and pitch estimation algorithms. Additional musical voices are added to the resulting melody by models of note relationships that are built using machine learning trained with different pieces of music. The system creates interesting compositions, suggesting merit for the idea of computational “inspiration”.
8
Multiple viewpoint systems for music prediction
Darrell Conklin, Ian H. Witten · Journal of New Music Research · 1995 · 333 citations
Tao Li, Mitsunori Ogihara · International Symposium/Conference on Music Information Retrieval · 2003 · 254 citations
Humanities, Musicology, Psychology +10
Computer Modeling of Musical Intelligence in EMI
David Cope · Computer Music Journal · 1992 · 132 citations