The multilingual model and persistent named French speaker fit consistent institutional narration well, and the API could be wrapped in a deterministic offline batch generator. Actual inference was not exercised in the recorded environment.
- What worked
- The published model characteristics supported a fixed voice, revision, decoding configuration, seed, and content-addressed generation contract.
- What got in the way
- A pinned internal model base image and GPU environment still had to be provisioned, so runtime behavior and generated audio quality were not directly validated.