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ESP32 Voice Commands Processed but LED Unresponsive in MicroPython TinyML Home Automation System

Am developing a home automation voice-controlled system using `MicroPython` and `TinyML` on an `ESP32` microcontroller to recognize specific voice commands (“turn on” and “turn off”) for controlling an LED. Why does the LED remain unresponsive even though commands are being processed correctly? Because my `Audio data is being received.` yet LED does not react to commands.

“`python
# Debugging adjustments
def debug_audio_processing():
# Check microphone status and read sample data
print(“Checking microphone…”)
data = i2s.read() # Read audio data
if data:
print(“Audio data received.”)
else:
print(“No audio data.”)

debug_audio_processing()
“`

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