blue-addition-24214
09/22/2025, 1:41 AMwarning: livekit.plugins.silero - inference is slower than realtimetall-airline-16756
09/22/2025, 1:41 AMtall-airline-16756
09/22/2025, 1:42 AMlivekit.plugins.silero - inference is slower than realtime means that the Silero Voice Activity Detection (VAD) model is taking a bit longer to process the audio than the actual length of the audio itself, which can cause a delay in real-time performance.
This usually happens when processing a small segment of audio (around 32ms) takes more than 200 milliseconds. Over time, these delays add up, and that's when the warning pops up.
Some common reasons for this include:
• Your CPU might be busy with other tasks or might not be powerful enough.
• The model might be a bit too complex for your system's processing capabilities.
Here are a couple of things you might try to help improve the situation:
• Make sure your system has enough CPU resources available.
• Try prewarming the VAD model to help reduce the startup time.
I hope this helps! If you have any more questions or need further assistance, please feel free to ask.
Sources: livekit-plugins/livekit-plugins-silero/livekit/plugins/silero/onnx_model.py | Silero VAD plugin | LiveKit Docs