chore: re-addd more silence before speech audio
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@@ -285,9 +285,10 @@ class VADAgent(BaseAgent):
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assert self.audio_out_socket is not None
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await self.audio_out_socket.send(self.audio_buffer[: -2 * len(chunk)].tobytes())
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# At this point, we know that the speech has ended.
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# Prepend the last chunk that had no speech, for a more fluent boundary
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self.audio_buffer = chunk
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# At this point, we know that there is no speech.
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# Prepend the last few chunks that had no speech, for a more fluent boundary.
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self.audio_buffer = np.append(self.audio_buffer, chunk)
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self.audio_buffer = self.audio_buffer[-begin_silence_length * len(chunk) :]
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async def handle_message(self, msg: InternalMessage):
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"""
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@@ -24,7 +24,9 @@ def audio_out_socket():
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@pytest.fixture
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def vad_agent(audio_out_socket):
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return VADAgent("tcp://localhost:5555", False)
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agent = VADAgent("tcp://localhost:5555", False)
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agent._internal_pub_socket = AsyncMock()
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return agent
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@pytest.fixture(autouse=True)
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@@ -44,6 +46,12 @@ def patch_settings(monkeypatch):
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monkeypatch.setattr(vad_agent.settings.vad_settings, "sample_rate_hz", 16_000, raising=False)
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@pytest.fixture(autouse=True)
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def mock_experiment_logger():
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with patch("control_backend.agents.perception.vad_agent.experiment_logger") as logger:
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yield logger
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async def simulate_streaming_with_probabilities(streaming, probabilities: list[float]):
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"""
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Simulates a streaming scenario with given VAD model probabilities for testing purposes.
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@@ -84,14 +92,15 @@ async def test_voice_activity_detected(audio_out_socket, vad_agent):
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Test a scenario where there is voice activity detected between silences.
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"""
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speech_chunk_count = 5
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probabilities = [0.0] * 5 + [1.0] * speech_chunk_count + [0.0] * 5
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begin_silence_chunks = settings.behaviour_settings.vad_begin_silence_chunks
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probabilities = [0.0] * 15 + [1.0] * speech_chunk_count + [0.0] * 5
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vad_agent.audio_out_socket = audio_out_socket
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await simulate_streaming_with_probabilities(vad_agent, probabilities)
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audio_out_socket.send.assert_called_once()
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data = audio_out_socket.send.call_args[0][0]
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assert isinstance(data, bytes)
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assert len(data) == 512 * 4 * (speech_chunk_count + 1)
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assert len(data) == 512 * 4 * (begin_silence_chunks + speech_chunk_count)
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@pytest.mark.asyncio
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@@ -101,8 +110,9 @@ async def test_voice_activity_short_pause(audio_out_socket, vad_agent):
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short pause.
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"""
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speech_chunk_count = 5
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begin_silence_chunks = settings.behaviour_settings.vad_begin_silence_chunks
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probabilities = (
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[0.0] * 5 + [1.0] * speech_chunk_count + [0.0] + [1.0] * speech_chunk_count + [0.0] * 5
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[0.0] * 15 + [1.0] * speech_chunk_count + [0.0] + [1.0] * speech_chunk_count + [0.0] * 5
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)
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vad_agent.audio_out_socket = audio_out_socket
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await simulate_streaming_with_probabilities(vad_agent, probabilities)
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@@ -110,8 +120,8 @@ async def test_voice_activity_short_pause(audio_out_socket, vad_agent):
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audio_out_socket.send.assert_called_once()
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data = audio_out_socket.send.call_args[0][0]
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assert isinstance(data, bytes)
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# Expecting 13 chunks (2*5 with speech, 1 pause between, 1 as padding)
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assert len(data) == 512 * 4 * (speech_chunk_count * 2 + 1 + 1)
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# Expecting 13 chunks (2*5 with speech, 1 pause between, begin_silence_chunks as padding)
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assert len(data) == 512 * 4 * (speech_chunk_count * 2 + 1 + begin_silence_chunks)
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@pytest.mark.asyncio
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