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- Help your Assist Voice Satellite handle background noise
My action has 3 steps Send a mute command How you do this’ll depend on your setup, but I’m using a remote send_command Then I have a wait template that watches for the satellite to stop listening Here’s the template, your entity will depend on your satellite’s entity
- How to Design Voice Assistants for Noisy Environments
Noise is very difficult for speech systems to handle Here's how to increase voice assistant accuracy and improve speech recognition in noisy environments
- Handle background speech noise - Retell AI
If your use cases usually have loud background speech, like a TV in the background or a construction site, you can try the remove noise + background speech mode For regular use cases, we recommend using the remove noise mode for optimal speech to text accuracy
- Optimize Voice Assistant Performance for Better Results . . .
Managing Background Noise to Enhance Performance Utilize a noise-canceling microphone to significantly reduce ambient sounds Studies indicate that using such microphones can improve clarity by up to 80%, minimizing distractions from surroundings Implement filtering algorithms to distinguish between voice and background noise
- Help us make voice better in under a minute - Home Assistant
Specifically, we’re trying to improve our wake word engine, which “wakes” the device to listen for more commands Our open source microWakeWord engine is an incredible, lightweight bit of code but requires training with real voices to improve
- Day11: Speak Up! Adding Voice Features to Your AI Assistant
Speech Recognition Accuracy 💡 Pro Tip: To ensure smooth conversations, invest in high-quality voice recognition models that can handle different accents, dialects, and background noise Natural
- Background Noise Interfering with Realtime API Using Phone
Use something like WebRTC’s built-in Acoustic Echo Cancellation (AEC) and noise suppression, or try libraries like RNNoise or SpeexDSP These tools can significantly clean up both echo and background noise Fine-Tune Your VAD: Adjust your Voice Activity Detection thresholds to ignore brief bursts of background chatter
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