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https://github.com/huggingface/lerobot.git
synced 2026-07-06 09:37:06 +00:00
Adding microphone recording in control loop
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@@ -79,6 +79,7 @@ from lerobot.datasets.video_utils import (
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get_safe_default_codec,
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get_video_info,
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)
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from lerobot.microphones import Microphone
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from lerobot.utils.constants import HF_LEROBOT_HOME
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CODEBASE_VERSION = "v3.0"
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@@ -1282,6 +1283,23 @@ class LeRobotDataset(torch.utils.data.Dataset):
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self.episode_buffer["size"] += 1
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def add_microphone_recording(self, microphone: Microphone, microphone_key: str) -> None:
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"""
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This function will start recording audio from the microphone and save it to disk.
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"""
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audio_dir = self._get_raw_audio_file_path(
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self.num_episodes, "observation.audio." + microphone_key
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).parent
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if not audio_dir.is_dir():
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audio_dir.mkdir(parents=True, exist_ok=True)
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microphone.start_recording(
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output_file=self._get_raw_audio_file_path(
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self.num_episodes, "observation.audio." + microphone_key
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)
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)
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def save_episode(
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self,
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episode_data: dict | None = None,
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@@ -1780,8 +1798,8 @@ class LeRobotDataset(torch.utils.data.Dataset):
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episode_index = self.episode_buffer["episode_index"]
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if isinstance(episode_index, np.ndarray):
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episode_index = episode_index.item() if episode_index.size == 1 else episode_index[0]
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for microphone_key in self.meta.microphone_keys:
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audio_file = self.root / self.meta.get_audio_file_path(episode_index, microphone_key)
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for audio_key in self.meta.audio_keys:
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audio_file = self.root / self.meta.get_audio_file_path(episode_index, audio_key)
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if audio_file.is_file():
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audio_file.unlink()
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@@ -229,9 +229,8 @@ class Microphone:
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self.thread.daemon = True
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self.thread.start()
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self.stream.start()
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self.logs["start_timestamp"] = capture_timestamp_utc()
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self.stream.start()
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def stop_recording(self) -> None:
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if not self.is_connected:
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@@ -313,6 +313,10 @@ def record_loop(
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preprocessor.reset()
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postprocessor.reset()
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if dataset is not None:
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for microphone_key, microphone in robot.microphones.items():
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dataset.add_microphone_recording(microphone, microphone_key)
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timestamp = 0
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start_episode_t = time.perf_counter()
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while timestamp < control_time_s:
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@@ -397,6 +401,9 @@ def record_loop(
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timestamp = time.perf_counter() - start_episode_t
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for _, microphone in robot.microphones.items():
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microphone.stop_recording()
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@parser.wrap()
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def record(cfg: RecordConfig) -> LeRobotDataset:
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