NCA-GENM Exam Dumps | You're developing a system that translates spoken language into sign language animations. Which of the

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Question 76/192

You're developing a system that translates spoken language into sign language animations. Which of the following losses would be MOST suitable for training the model to generate realistic and accurate sign language sequences from speech input?

A. Cross-entropy loss between the predicted sign language sequence and the ground truth sequence.

B. Mean Squared Error (MSE) loss between the predicted joint positions of the sign language character and the ground truth joint positions.

C. A combination of MSE loss for joint positions and a temporal smoothness loss to encourage smooth transitions between sign language poses.

D. Cosine Similarity loss between audio embeddings and sign language animation embeddings.

E. Binary Cross entropy to classify the output sign animation-

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