KLANN: Linearising Long-Term Dynamics in Nonlinear Audio Effects Using Koopman Networks.
Ville HuhtalaLauri JuvelaSebastian J. SchlechtPublished in: IEEE Signal Process. Lett. (2024)
Keyphrases
- long term
- network dynamics
- nonlinear dynamics
- highly nonlinear
- short term
- recurrent networks
- multimedia
- signal processing
- nonlinear functions
- network structure
- social networks
- network design
- dynamic model
- dynamic networks
- computer networks
- visual information
- dynamical systems
- data sets
- continuous stirred tank reactor
- emotion recognition
- digital video
- recurrent neural networks
- feature extraction
- feature selection