----------------------------- **While I generate an answer, here are some sources that might be helpful**: * [Core Models]() * [Web Calling]() * [Orchestration Models]() * [Update Assistant]() -----------------------------

### Answer It seems like you are experiencing issues with the accuracy of the transcription in French. This discrepancy can arise due to several factors including accents, speech clarity, or background noise which might affect the transcription model's performance [(1)]() . Vapi uses advanced models for transcribing speech, but like all automated systems, it may not always perfectly capture or interpret spoken language, especially when dealing with homophones or similar-sounding phrases in different dialects or languages. If the transcription errors are significantly impacting the usability, you might consider providing feedback directly on the specific instances where the discrepancies occur. This can help improve the model's accuracy over time. For now, ensuring clear, slow, and distinct pronunciation during calls can sometimes help mitigate these issues. For further details on how Vapi handles speech-to-text and other operations, you can refer to the official documentation on [Orchestration Models]() [(2)]() .

Got it. Tagging @User for additional help.

@Sahil Hey! You said to ping you if needed 😄

Just saw the calendly in PM, thanks!