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Section: Publications & Resources
Publication: IEEE Transactions on Signal Processing
In this paper, we propose a novel sparse signal recovery algorithm called the trainable iterative soft thresholding algorithm (TISTA). The proposed algorithm consists of two estimation units: a linear estimation unit and a minimum mean squared error (MMSE) estimator based shrinkage unit.
Section: Publications & Resources
Publication: IEEE Transactions on Signal Processing
Intelligent mobile platforms such as smart vehicles and drones have recently become the focus of attention for onboard deployment of machine learning mechanisms to enable low latency decisions with low risk of privacy breach.
Section: Publications & Resources
Publication: IEEE Transactions on Signal Processing
This paper presents a flexible array response control algorithm via oblique projection, abbreviated as FARCOP, and its application to array pattern synthesis. The proposed FARCOP algorithm stems from the adaptive array theory, and it can flexibly, precisely and simultaneously adjust the array response levels at multiple angles based on an arbitrarily given weight vector.
Section: Events
Lecture Date: August 12, 2019
Chapter: Beijing
Chapter Chair: Qiuqi Ruan
Topic: Tackling the ultimate cocktail party problem
using joint auditory attention decoding and beamforming
Section: Events
Lecture Date: August 5, 2019
Chapter: Tokyo
Chapter Chair: Kazuya Takeda
Topic: Intelligent ear-level devices for hearing
enhancement and health and wellness monitoring
The Speech Technology Group of Toshiba Research Europe in Cambridge is looking for exceptional candidates to join our team of researchers, working in automatic speech recognition or statistical dialogue systems. We are looking for candidates with background in signal processing, machine learning, acoustic modelling or expertise in building state-of-the-art systems for ASR or Dialogue.
Section: Events
June 8-11, 2020
Location: Changed to--Virtual Conference
Section: Events
December 10-12, 2019
Location: Ajman, United Arab Emirates
Section: Publications & Resources
Advisor: Bhattacharyya, Shuvra S.
