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Post-doc, Machine Learning for multimodal generation of social stances in Embodied Conversational Agents, Paris

Telecom ParisTech [1]
Duration:  1 year
Start: January 2017Salary: according to background and experience, from 2300 € /month

****Position description**

The postdoctoral researcher will take part within a collaboration
between Telecom ParisTech and ISIR [2] on the topic of multimodal
(jointly verbal, gestural) generation of social stances in Embodied
Conversational Agents (ECA).

The role of the post-doc will consist in developing machine learning
methods (following corpus-based approach) in order to propose a
computational model for the verbal and nonverbal generation of social
stances. The work will include the following steps:

- the automatic extraction of linguistic features related to social
stances

- the annotation and the analysis of communicative gestures

- the development of machine learning approaches capable of learning
alignment sequences between verbal and nonverbal modalities;

- the generation of the aligned sequences in the ECA platform Greta;

- the evaluation of the model by perceptive tests.

The post-doc will be hosted at image and signal processing department of
Telecom ParisTech [3].

**Candidate profile**

As a minimum requirement, the successful candidate will have:

- A PhD degree

- A track record of research and publication in one or more of the
following areas: machine learning, signal processing, affective
computing

- Excellent programming skills (preferably in Python and Java)

- Good command of English

The ideal candidate will also (optionally) have:

- Knowledge in probabilistic graphical models

-- More about the position

- Place of work: Paris, France

- For more information about Telecom ParisTech see [1]

-- How to apply

Applications are to be sent to Chloé Clavel [7] and Catherine Pelachaud
[6] (ISIR [2])

The application should be formatted as a single pdf file and should
include:

- A complete and detailed curriculum vitae

- A letter of motivation

- The texts of 2 main publications

- The names and addresses of two referees

[1] http://www.tsi.telecom-paristech.fr
[2] http://www.isir.upmc.fr/
[3] http://www.tsi.telecom-paristech.fr/en/
[4] http://www.tsi.telecom-paristech.fr/aao/en/
[5] http://www.tsi.telecom-paristech.fr/mm/en/themes-2/greta-team/
[6] http://perso.telecom-paristech.fr/~pelachau/
[7] https://clavel.wp.mines-telecom.fr/


Mots-clés
agent conversationnel animé; apprentissage automatique
Établissement
Institut Mines Télécom (IMT) ParisTech
75006 Paris  
Date de début souhaitée
02/01/2017
Langues obligatoires
Anglais
Type de contrat
CDD
Type de poste
Postdoc
Salaire indicatif
2300
Date limite
08/05/2017
Informations de contact

chloe.clavel@telecom-paristech.fr