That’s the fundamental problem with traditional translation models based on cascaded translation pipelines. The cascade pipeline of ASR → MT → TTS treats audio as a container for text. It cracks open the container, throws the container away, translates the text inside, and builds a new container from scratch. Everything that made the original speech human, like pitch and rhythm, gets discarded at step one and cannot be naturally recovered.
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