core/tests/components/assist_pipeline/test_vad.py

39 lines
1.1 KiB
Python

"""Tests for webrtcvad voice command segmenter."""
from unittest.mock import patch
from homeassistant.components.assist_pipeline.vad import VoiceCommandSegmenter
_ONE_SECOND = 16000 * 2 # 16Khz 16-bit
def test_silence() -> None:
"""Test that 3 seconds of silence does not trigger a voice command."""
segmenter = VoiceCommandSegmenter()
# True return value indicates voice command has not finished
assert segmenter.process(bytes(_ONE_SECOND * 3))
def test_speech() -> None:
"""Test that silence + speech + silence triggers a voice command."""
def is_speech(self, chunk, sample_rate):
"""Anything non-zero is speech."""
return sum(chunk) > 0
with patch(
"webrtcvad.Vad.is_speech",
new=is_speech,
):
segmenter = VoiceCommandSegmenter()
# silence
assert segmenter.process(bytes(_ONE_SECOND))
# "speech"
assert segmenter.process(bytes([255] * _ONE_SECOND))
# silence
# False return value indicates voice command is finished
assert not segmenter.process(bytes(_ONE_SECOND))