NCA-GENM Exam Dumps | You are developing a generative A1 model to create music based on textual descriptions of mood and genre.

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Question 165/192

You are developing a generative A1 model to create music based on textual descriptions of mood and genre. You have a dataset of paired text descriptions and music tracks. When evaluating the generated music, you realize it's difficult to objectively quantify the quality of the music. Which of the following evaluation methods would provide the MOST comprehensive assessment of the generated music's quality and alignment with the text descriptions?

A. Calculate the Bit Rate of the generated music tracks.

B. Use a pre-trained music genre classification model to predict the genre of the generated music and compare it to the genre in the text description.

C. Conduct a human evaluation study where participants rate the generated music on various subjective criteria such as pleasantness, mood alignment, and overall quality based on the text description provided.

D. Measure the file size of the generated music tracks.

E. Calculate the Root Mean Square (RMS) energy of the generated music tracks.

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