no code implementations • 7 Jan 2024 • Hai Morgenstern, Boaz Rafaely, Franz Zotter
The system is shown to have unit-rank, regardless of the array types, and its singular vectors are related to the directions of arrival and radiation at the microphone and loudspeaker arrays, respectively.
no code implementations • 7 Jan 2024 • Hai Morgenstern, Boaz Rafaely
Microphone arrays have been employed for spatial analyses with an important objective being the estimation of the direction-of-arrival (DOA) of direct sound and early room reflections using room impulse responses (RIRs).
no code implementations • 7 Jan 2024 • Hai Morgenstern, Boaz Rafaely
The system under investigation includes a spherical microphone array and an SLA comprising a multiple-input multiple-output system.
no code implementations • 6 Jan 2024 • Hai Morgenstern, Boaz Rafaely, Markus Noisternig
However, such a framework does not exist for the joint design of a SMA and a SLA that comprise a MIMO system.
1 code implementation • 19 Oct 2022 • Amit Milstein, Haoran Deng, Guy Revach, Hai Morgenstern, Nir Shlezinger
In this work, we propose KalmenNet-aided Bollinger bands Pairs Trading (KBPT), a deep learning aided policy that augments the operation of KF-aided BB trading.
1 code implementation • 7 Jun 2022 • May Malka, Erez Farhan, Hai Morgenstern, Nir Shlezinger
The success of deep neural networks (DNNs) is heavily dependent on computational resources.
no code implementations • 6 Jun 2020 • Tomer Cohen, Noy Shulman, Hai Morgenstern, Roey Mechrez, Erez Farhan
As supervised learning still dominates most AI applications, test-time performance is often unexpected.