Migrate voice-memos.ipynb to use new google-genai sdk from google-generative-ai sdk

[Chamikajaya]

• Voice_memos.ipynb was updated to use all new google-genai sdk
• References used for the migration to new sdk- https://ai.google.dev/gemini-api/docs/migrate

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[Giom-V]

Thanks @Chamikajaya for the submission and sorry for the delayed review.

I just added a couple of minor comments to make the notebook easier to understand and to maintain.

Can you also check the lint and format failures and fix them (format is likely because you haven't run the formatting script, lint because a "we" needs to be changed into a "you"). If you see a lint error reported in the template notebook, just ignore it, it's because of a CL you merged with.

Thanks again!

[andycandy]

@Giom-V If this PR has been abandoned, I can take continue this

[Giom-V]

@Giom-V If this PR has been abandoned, I can take continue this

Yes, do it if you want.

[andycandy]

@Giom-V Of course :)