Adaptive Signal Models: Theory, Algorithms, and Audio Applications

Adaptive Signal Models: Theory, Algorithms and Audio Applications presents methods for deriving mathematical models of natural signals. The introduction covers the fundamentals of analysis—synthesis systems and signal representations. Some of the topics in the introduction include perfect and near—perfect reconstruction, the distinction between parametric and nonparametric methods, the role of compaction in signal modeling, basic and overcomplete signal expansions, and time—frequency resolu...