Re:Show HN: Vilberta: speech to speech/text chatbot
by graphitout on Sunday February 15, 2026 @03:40AM
(#47022069)
Yes. Most of the MCP based search lookup now happens over the text stage.
voicevoyage.io looks interesting. Will keep an eye.
I've found that the speech->text->speech approach gives you much more control over the output quality. The text intermediate step lets you clean up transcription errors, adjust tone, and even restructure the content before converting back to speech.
Have you experimented with different text processing steps in between? I've been building something similar at voicevoyage.io focused on that middle text processing layer - turning raw transcriptions into polished content before the final output.