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Finally, we plan to explore the complementary use of other joint modalities, such as video tracking of facial features (e.g., visemes), that can yield biomarkers for certain symptoms or mental conditions that do not necessarily show in speech patterns.
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The core functionality of the proposed approach relies on the introduced integrated BN, which is developed for performing joint modality fusion and temporal context exploitation.
After shot-class association based on single-modality information is performed separately for every utilized modality, the integrated BN described in Section 5 was used for realizing joint modality fusion and temporal context exploitation.
Figure 5 Impact of the value of parameter TW (time window TW = 1, 2 and 3) on the results of joint modality fusion and temporal context exploitation, when using the developed BN (first column of sub-figures) or an SVM classifier (second column).
Commitment to the joint modality has been uneven, with 'business as usual' prevailing.
Added value The joint modality created opportunities for added value, which some (more mature) joint gender programmes have seized upon.
Many joint gender programmes therefore showed misplaced confidence in the capability of the national operating architecture and partners, and the capacity of the United Nations system itself, to absorb a joint modality.
Synergies among United Nations agencies, and between agencies and their partners, improved, but the implications of the joint modality for business practices and ways of working have been imperfectly understood.
In addition to these separate-modality analyses, joint combined-modalities models were used to assess the independent partial associations of voice, face and name modalities for the familiarity subtest and the identification subtest and partial associations of voice and face modalities for the cross-modal recognition subtest.
Designs were marked by high levels of ambition in efforts to tackle systemic and deep-rooted gender inequalities within short time frames, with limited resources and with little or no prior experience of the joint gender modality.
Proprioception, which can be defined as the perception of the position and of the movement of various body parts in space, is generally composed by the two following modalities: joint position sense and the sensation of limb movement.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com