how to intergrate my own vad instead of silero in ...
# ask-ai
f
how to intergrate my own vad instead of silero in agent
t
Thanks for reaching out, Huy. I'm an AI assistant and I'm here to help. Give me a moment while I research this topic.
I'm here to help you integrate your own Voice Activity Detection (VAD) system instead of Silero in a LiveKit agent. Let's walk through the steps together: 1. First, create a new class that inherits from
agents.vad.VAD
(or the equivalent base VAD class in your SDK). 2. Next, implement the abstract
stream()
method to return an instance of your custom
VADStream
class, which should inherit from
agents.vad.VADStream
. 3. Within your
VADStream
, process the incoming
AudioFrame
objects, apply your VAD logic, and emit the appropriate
VADEvent
instances, such as
START_OF_SPEECH
and
END_OF_SPEECH
. 4. Finally, configure your agent or session to use your custom VAD instance instead of the default Silero VAD by passing it via the
vad
parameter in components like
AgentSession
or
VoiceAssistant
. As a helpful tip, the Silero VAD implementation is a great reference to see how audio frames are processed, inference is applied, and events are emitted. You can replace the ONNX model inference logic with your own algorithm while keeping the same event-based streaming interface. If you have any questions along the way, feel free to ask—I'm here to support you! Sources: AI Voice Assistant Quickstart | LiveKit Docs | Working with plugins | LiveKit Docs | agent/main.py | agents/src/voice/audio_recognition.ts