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These interactions support an important role for the two N-terminal domains of eIF2α in stabilizing tRNAi in the PIN state and recognizing context nucleotides surrounding the start codon.
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What's better still is its ability to recognize context.
A wrongly recognized context will lead to choosing the wrong model set and event priors.
The transitions between events are controlled with count-based event priors estimated for the recognized context.
Results for overlapping event detection with ground-truth context labels and recognized context labels are presented in Table 5.
Based on the recognized context, a context-specific set of sound events is selected for the sound event detection stage.
The proposed approach utilizing the context information comprised a context recognition stage and a sound event detection stage using the information of the recognized context.
Based on the recognized context, a context-specific set of sound event classes is selected for the sound event detection stage.
The sound event models belonging to the recognized context will be selected and connected into a network with transitions from each model to any other (see Figure 2).
In addition, pushdown automata are able to recognize context free languages which can be used in programming languages and artificial intelligence.
The performance of context recognition will influence the performance of the sound event detection, as incorrectly recognized context will lead to choosing a wrong set of events for the event detection stage.
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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