Connectionists: PhD position in neural speech processing
Phil Garner
pgarner at idiap.ch
Tue Jan 5 05:06:06 EST 2021
Dear Colleagues,
There is a fully funded PhD position open at Idiap Research Institute on
"Neural Architectures for Speech Technology".
The research will build on work done over the past few years at Idiap on
creating tools for physiologically plausible modelling of speech. The
current "toolbox" contains rudimentary muscle models and means to drive
these using conventional (deep) neural networks. More recently, the
focus has been on theoretical underpinnings via rigorous Bayesian
techniques.
Although the project remit is quite open, a significant research thread
will be to factorise current neural vocoders into physiological and
probabilistic components; this will be with a focus on identifying how
they may be controlled by external agents such as dialogue managers.
Another possible thread is to examine these models in the context of
speech recognition. In doing this, we hope not only to enable the next
generation of expressive speech recognition and synthesis, but also to
make inference about the underlying physiological mechanisms of speech
production and perception.
For more information, and to apply, please follow this link:
https://www.idiap.ch/education-and-jobs/job-10313
Idiap is located in Martigny in French speaking Switzerland, but
functions in English and hosts many nationalities. PhD students are
typically registered at EPFL. All positions offer quite generous
salaries. Martigny is a local art, culture and viticulture hub, and is
close to all manner of skiing, hiking and mountain life.
There are other open positions on Idiap's main page:
https://www.idiap.ch/en/join-us/job-opportunities
Sincerely,
--
Phil Garner
http://www.idiap.ch/~pgarner
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