3 papers
eess.AS2026
In-the-Loop Training of Deep Feedback Cancellation for Hearing Aids
Svantje Voit, Simon Doclo
Acoustic feedback limits the maximum gain in hearing aids. In addition to several approaches based on adaptive filtering, recently a deep-neural-network-based feedback cancellation…
eess.SP2024
Multiplant Nonlinear System Identification by Block-Structured Multikernel Neural Networks in Applications of Interference Cancellation
Svantje Voit, Gerald Enzner
Problems of linear system identification have closed-form solutions, e.g., using least-squares or maximum-likelihood methods on input-output data. However, already the seemingly si…
eess.SP2024
On Neural-Network Representation of Wireless Self-Interference for Inband Full-Duplex Communications
Gerald Enzner, Aleksej Chinaev, Svantje Voit +1
Neural network modeling is a key technology of science and research and a platform for deployment of algorithms to systems. In wireless communications, system modeling plays a pivo…