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ISCApad Archive » 2020 » ISCApad #260 » Jobs » (2020-01-16) 12-month Postdoctoral research position, GIPSA Lab, Grenoble,France |
ISCApad #260 |
Monday, February 10, 2020 by Chris Wellekens |
12-month Postdoctoral research position in machine learning for neural speech decoding Place:GIPSA-lab (CNRS/UGA/Grenoble-INP) in collaboration with BrainTech laboratory (INSERM). Both laboratories are located on the same campus in Grenoble, France. Team: CRISSP team@GIPSA-lab (Cognitive Robotics, Interactive System and Speech processing). Context: This position is part of the ANR (French National Research Agency) BrainSpeak project aiming at developing a Brain-Computer Interface (BCI) for speech rehabilitation, based on large-scale neural recordings. This post-doc position aims at developing new machine learning algorithms to improve the conversion of neural signals into an intelligible acoustic speech signal. Mission: Investigate deep learning approaches to map intracranial recordings (ECoG) to speech features (spectral, articulatory, or linguistic features). A particular focus will be put on 1) weakly or self-supervised training in order to deal with unlabeled, limited and sparse datasets, 2) introducing prior linguistic information for regularization (e.g. thanks to a neural language model) and 3) online adaptation of the conversion model to cope with potential drift in time of the neural responses. Requirement and Profile: • PhD in machine learning, signal/image/speech processing • Advanced knowledges in deep learning • Excellent programming skills (mostly Python) • Fluent in English Duration: 12 months Salary (before tax) / Month €: Depending on the experience Starting date: Early 2020 How to apply: Send a cover letter, a resume, and references by email to: • Dr. Thomas Hueber, thomas.hueber@gipsa-lab.fr • Dr. Laurent Girin, laurent.girin@grenoble-inp.fr • Dr. Blaise Yvert, blaise.yvert@inserm.fr Applications will be processed as they arise. |
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