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Once we have obtained the normalized features, we classify the corresponding utterance with a multilayer perceptron (MLP) into two categories: angry and doubtful_or_bored.
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We collected the sentences and then recorded the corresponding utterances.
Our integrative recognition method uses a probability distribution which expresses the distribution of the time interval between the starting times of gestures and of the corresponding utterances.
As for gaps between corresponding utterances and gestures, we approximated the statistics using a Gaussian distribution with the same μ τ and σ τ 2 used in Eqn. (5) in Section 3. To allow for dynamic ranges of likelihood for speech, gestures, and time gaps between utterances and gestures, we set α, β, and γ in Equation 6 appropriately, as the result of a preliminary experiment.
The mouth movement of the talking head has to match the corresponding audio utterance.
where μ i is the constant corresponding to utterance X i and μ i can be estimated as μ i ≈ μ ij ¯ = 1 N ∑ j = 1 N μ ij.
The tests related to quality and similarity are carried out using 25 synthesized speech utterances obtained from four different speaker pairs and the corresponding target utterances.
If it is now daytime, the lekton corresponding to an utterance of 'it is day' is true.
Figure5B shows the feature vector of corresponding distant-talking utterance, which was recorded from the distance of about 4.0 m.
Eye-movement features were calculated for each interval corresponding to an utterance coded to a cognitive trait such as planning while solving an eight-tile puzzle.
(#genUtt = number of utterances generated so far in the dialogue, #grounding = number of utterances corresponding to grounding actions, avg turns = average number of turns of the generated dialogues).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com