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One particular emotion was responsible for the jump: "The big change in percentage came from 'contempt,'" Macbeth said.
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Figure 3 Visualisation of the distribution of emotions in a high-to-low-dimensional Sammon transformation of the MFCC space: each point (a) represents speech of one speaker in one particular emotion-related state.
Our work focuses on one particular aspect of meaning, namely the emotion expressed in a word, and how this is related to word frequency and information content.
Seventeen of the 25 studies collected data on at least one measure of a particular emotion [ 28, 30- 33, 35, 37- 39, 41- 47].
Thus, each point in Figure 3(a) represents one speaker in a particular emotion.
People respond with particular emotion to one or another artistic expression: theater, classical or contemporary popular music, dance, painting.
They show that the adaptation to one specific emotion yields higher word accuracies for this particular emotion at the expense of higher word error rates for the other emotions.
Within the Music Information Retrieval (MIR) community, one particular task that has become increasingly popular is the task of music emotion (or mood) classification.
In particular, emotion was the most cited category from qualitative studies, and one of the most cited categories overall in the qualitative literature, whereas expressive problems were most often cited in the health state descriptions.
If evaluated on the different subsets of Mont which contain only speech of one particular emotion/emotion-related state the results shown in Table 5 (column "Ohm_N" of the upper table) demonstrate that speech produced in the state M otherese is recognised clearly worse (43.6% WA) than N eutral speech (60.3% WA).
Somehow, one particular image hit home.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com