NCA-GENM Exam Dumps | You're developing a multimodal model that takes both image and audio inputs to predict a relevant text

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Question 127/192

You're developing a multimodal model that takes both image and audio inputs to predict a relevant text description. You observe that the model is heavily biased towards the image data, effectively ignoring the audio input. Which of the following techniques could you employ to address this modality imbalance and ensure the model effectively utilizes both input modalities?

A. Increase the learning rate for the audio modality pathway during training.

B. Apply modality-specific dropout to the image pathway.

C. Oversample the audio data during training.

D. Reduce the dimensionality of the image features before fusion.

E. Increase the batch size for each epoch.

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