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LearningEmotions SIGNED

Emotion Recognition: A Statistical Learning Approach

Total Cost €

0

EC-Contrib. €

0

Partnership

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 LearningEmotions project word cloud

Explore the words cloud of the LearningEmotions project. It provides you a very rough idea of what is the project "LearningEmotions" about.

outcomes    probability    intervention    varied    exist    consolidating    consistent    signalled    understand    context    certain    easier    patterns    inconsistent    perspective    recognising    happy    individual    behavioural    consistently    squinty    database    emotions    spectrum    harder    practices    eyes    discovery    signal    vary    argue    correct    recognition    difficulty    neural    recognise    cues    intended    inform    signaled    structures    experiment    manifest    statistical    learning    depending    disorder    neurotypicals    hypothesis    visual    sarcasm    framework    speakers    audio    refers    quantify    inference    probabilities    autism    difficult    variability    emotion    probabilistic    signalling    auditory    lies    individuals    differences    group    expressions    conduct    smile    grin    asd   

Project "LearningEmotions" data sheet

The following table provides information about the project.

Coordinator	THE UNIVERSITY OF READING    more Organization address address: WHITEKNIGHTS CAMPUS WHITEKNIGHTS HOUSE city: READING postcode: RG6 6AH website: http://www.rdg.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Total cost	212˙933 €
EC max contribution	212˙933 € (100%)
Programme	1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility)
Code Call	H2020-MSCA-IF-2019
Funding Scheme	MSCA-IF-EF-ST
Starting year	2020
Duration (year-month-day)	from 2020-04-01   to  2022-03-31

 Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	THE UNIVERSITY OF READING × THE UNIVERSITY OF READING Organization address address: WHITEKNIGHTS CAMPUS WHITEKNIGHTS HOUSE city: READING postcode: RG6 6AH website: http://www.rdg.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a. Close	UK (READING)	coordinator	212˙933.00

Map

 Project objective

Statistical learning refers to the ability to learn through the discovery of patterns and structures. I propose to investigate emotion recognition using a statistical learning perspective in order to understand (i) why some emotions are harder to recognise than others; and (ii) why individuals with autism spectrum disorder (ASD individuals) have more difficulty recognising emotions than neurotypicals (i.e., individuals without autism).

I argue that part of the difficulty in recognising certain emotions lies in how reliable or consistent the auditory and visual cues are in signalling the emotion. That is, if particular cues consistently signal or have a high probability of signalling an emotion (e.g., 'happy' is consistently signaled by squinty eyes and grin/smile), then that emotion would be easier to recognise than emotions that are signalled by inconsistent cues (e.g., sarcasm may have varied expressions depending on the individual, context, etc. and so sarcasm would be more difficult to recognise). To investigate this, I will use an audio-visual emotion database that is currently under development to quantify the variability of cues across speakers in signalling the intended emotion.

I propose that the difficulty ASD individuals have with recognising emotions lies in a general difficulty with consolidating probabilistic information. In terms of emotion recognition, this would manifest as a difficulty with making a correct inference of the intended emotion given particular cues, which vary in their probabilities in signalling the emotion. To investigate this hypothesis, I will conduct a behavioural and a neural experiment comparing ASD individuals with neurotypicals on probabilistic learning to determine whether group differences exist and whether probabilistic learning is related to emotion recognition.

Outcomes of this project may inform intervention practices for ASD individuals and provide a general framework of understanding other ASD characteristics.

Are you the coordinator (or a participant) of this project? Plaese send me more information about the "LEARNINGEMOTIONS" project.

For instance: the website url (it has not provided by EU-opendata yet), the logo, a more detailed description of the project (in plain text as a rtf file or a word file), some pictures (as picture files, not embedded into any word file), twitter account, linkedin page, etc.

Send me an  email (fabio@fabiodisconzi.com) and I put them in your project's page as son as possible.

Thanks. And then put a link of this page into your project's website.

The information about "LEARNINGEMOTIONS" are provided by the European Opendata Portal: CORDIS opendata.

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