outline

introduction

part I: cluster-weighted modeling

• model architecture
• model estimation
• extensions …

part II: algorithms and applications

• cluster-weighted classification
• cluster-weighted estimation
• cluster-weighted sampling
• more algorithms …

part III: data-driven modeling of musical instruments

• hardware and data collection
• audio representation
• models
• experimental results

conclusions

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