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Section: Publications & Resources

The importance of developing cognitive computation and cognitive systems has long been of interest. This research field is now rapidly expanding with the current influx of artificial intelligence innovations. Nowadays, machine learning solutions are dramatically transforming the lives of humans and are having a profound impact on a wide range of disciplines and industries. However, machine learning is not omnipotent, especially under the circumstance of cognitive systems operating in open and dynamic environments.

PhD Position : Image Analysis of dynamic MRI data to study musculoskeletal disorders  Lab Research at IMT Atlantique involves nearly 800 people, including 290 teachers and researchers and 300 PhD students, and is on digital technology, energy and environment. It covers all disciplines (from the physical sciences to humanities and social sciences through those of information and knowledge) and covers all fields of science and information and communications technology.

Section: Publications & Resources

The IEEE Signal Processing Society (SPS) is honored to announce the elevation of 100 of its members to the grade of IEEE Senior Member. These members have demonstrated outstanding professional performance, exhibited professional maturity through long-term experience, and established themselves as leaders in their respective IEEE-designated fields of interest. 

Section: Publications & Resources

Publication: IEEE Transactions on Signal Processing

In classification theory, it is generally assumed that the data are independent and identically distributed. However, in many practical applications, we face a set of observations that are collected sequentially with a dependence structure among samples.

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.