3 papers
cs.LG2025
Latent FxLMS: Accelerating Active Noise Control with Neural Adaptive Filters
Kanad Sarkar, Austin Lu, Manan Mittal +3
Filtered-X LMS (FxLMS) is commonly used for active noise control (ANC), wherein the soundfield is minimized at a desired location. Given prior knowledge of the spatial region of th…
eess.AS2025
Accelerating Audio Research with Robotic Dummy Heads
Austin Lu, Kanad Sarkar, Yongjie Zhuang +3
This work introduces a robotic dummy head that fuses the acoustic realism of conventional audiological mannequins with the mobility of robots. The proposed device is capable of mov…
cs.SD2025
Mismatch-Robust Underwater Acoustic Localization Using A Differentiable Modular Forward Model
Dariush Kari, Yongjie Zhuang, Andrew C. Singer
In this paper, we study the underwater acoustic localization in the presence of environmental mismatch. Especially, we exploit a pre-trained neural network for the acoustic wave pr…