Commit
·
14caa4d
1
Parent(s):
3628b7f
enable the headless mode
Browse files
pyproject.toml
CHANGED
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@@ -16,7 +16,6 @@ dependencies = [
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"gradio>=5.49.0",
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"huggingface_hub>=0.34.4",
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"opencv-python>=4.12.0.88",
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-
"pygobject>=3.42.2,<=3.46.0",
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#Environment variables
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"python-dotenv",
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"gradio>=5.49.0",
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"huggingface_hub>=0.34.4",
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"opencv-python>=4.12.0.88",
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#Environment variables
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"python-dotenv",
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src/reachy_mini_conversation_demo/audio/gstreamer.py
DELETED
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@@ -1,213 +0,0 @@
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-
import logging
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from typing import Optional
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from threading import Thread
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-
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import gi
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-
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gi.require_version("Gst", "1.0")
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gi.require_version("GstApp", "1.0")
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from gi.repository import Gst, GLib, GstApp # noqa: E402
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-
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class GstPlayer:
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"""Audio player using GStreamer."""
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def __init__(self, sample_rate: int = 24000, device_name: Optional[str] = None):
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"""Initialize player."""
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self._logger = logging.getLogger(__name__)
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Gst.init(None)
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self._loop = GLib.MainLoop()
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-
self._thread_bus_calls: Optional[Thread] = None
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-
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self.pipeline = Gst.Pipeline.new("audio_player")
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-
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# Create elements
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self.appsrc = Gst.ElementFactory.make("appsrc", None)
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self.appsrc.set_property("format", Gst.Format.TIME)
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self.appsrc.set_property("is-live", True)
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caps = Gst.Caps.from_string(f"audio/x-raw,format=S16LE,channels=1,rate={sample_rate},layout=interleaved")
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self.appsrc.set_property("caps", caps)
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queue = Gst.ElementFactory.make("queue")
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audioconvert = Gst.ElementFactory.make("audioconvert")
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audioresample = Gst.ElementFactory.make("audioresample")
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-
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# Try to pin specific output device; fallback to autoaudiosink
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audiosink = _create_device_element(direction="sink", name_substr=device_name) or Gst.ElementFactory.make(
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"autoaudiosink"
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)
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self.pipeline.add(self.appsrc)
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self.pipeline.add(queue)
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self.pipeline.add(audioconvert)
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self.pipeline.add(audioresample)
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self.pipeline.add(audiosink)
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self.appsrc.link(queue)
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queue.link(audioconvert)
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audioconvert.link(audioresample)
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audioresample.link(audiosink)
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-
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def _on_bus_message(self, bus: Gst.Bus, msg: Gst.Message, loop) -> bool: # type: ignore[no-untyped-def]
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t = msg.type
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if t == Gst.MessageType.EOS:
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self._logger.warning("End-of-stream")
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return False
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elif t == Gst.MessageType.ERROR:
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err, debug = msg.parse_error()
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self._logger.error(f"Error: {err} {debug}")
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return False
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return True
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def _handle_bus_calls(self) -> None:
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self._logger.debug("starting bus message loop")
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bus = self.pipeline.get_bus()
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bus.add_watch(GLib.PRIORITY_DEFAULT, self._on_bus_message, self._loop)
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self._loop.run() # type: ignore[no-untyped-call]
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bus.remove_watch()
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self._logger.debug("bus message loop stopped")
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def play(self):
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"""Start playback."""
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self.pipeline.set_state(Gst.State.PLAYING)
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self._thread_bus_calls = Thread(target=self._handle_bus_calls, daemon=True)
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self._thread_bus_calls.start()
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def push_sample(self, data: bytes):
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"""Push audio sample (bytes) to playback pipeline."""
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buf = Gst.Buffer.new_wrapped(data)
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self.appsrc.push_buffer(buf)
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def stop(self):
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"""Stop playback and clean up."""
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logger = logging.getLogger(__name__)
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self._loop.quit()
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self.pipeline.set_state(Gst.State.NULL)
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if self._thread_bus_calls is not None:
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self._thread_bus_calls.join()
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logger.info("Stopped Player")
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class GstRecorder:
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"""Audio recorder using GStreamer."""
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def __init__(self, sample_rate: int = 24000, device_name: Optional[str] = None):
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"""Initialize recorder."""
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self._logger = logging.getLogger(__name__)
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Gst.init(None)
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self._loop = GLib.MainLoop()
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self._thread_bus_calls: Optional[Thread] = None
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self.pipeline = Gst.Pipeline.new("audio_recorder")
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# Create elements: try specific mic; fallback to default
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autoaudiosrc = _create_device_element(direction="source", name_substr=device_name) or Gst.ElementFactory.make(
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"autoaudiosrc", None
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)
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queue = Gst.ElementFactory.make("queue", None)
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audioconvert = Gst.ElementFactory.make("audioconvert", None)
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audioresample = Gst.ElementFactory.make("audioresample", None)
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self.appsink = Gst.ElementFactory.make("appsink", None)
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if not all([autoaudiosrc, queue, audioconvert, audioresample, self.appsink]):
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raise RuntimeError("Failed to create GStreamer elements")
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# Force mono/S16LE at 24000; resample handles device SR (e.g., 16000 → 24000)
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caps = Gst.Caps.from_string(f"audio/x-raw,channels=1,rate={sample_rate},format=S16LE")
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self.appsink.set_property("caps", caps)
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# Build pipeline
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self.pipeline.add(autoaudiosrc)
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self.pipeline.add(queue)
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self.pipeline.add(audioconvert)
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self.pipeline.add(audioresample)
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self.pipeline.add(self.appsink)
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autoaudiosrc.link(queue)
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queue.link(audioconvert)
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audioconvert.link(audioresample)
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audioresample.link(self.appsink)
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def _on_bus_message(self, bus: Gst.Bus, msg: Gst.Message, loop) -> bool: # type: ignore[no-untyped-def]
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t = msg.type
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if t == Gst.MessageType.EOS:
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self._logger.warning("End-of-stream")
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return False
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elif t == Gst.MessageType.ERROR:
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err, debug = msg.parse_error()
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self._logger.error(f"Error: {err} {debug}")
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return False
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return True
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def _handle_bus_calls(self) -> None:
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self._logger.debug("starting bus message loop")
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bus = self.pipeline.get_bus()
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bus.add_watch(GLib.PRIORITY_DEFAULT, self._on_bus_message, self._loop)
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self._loop.run() # type: ignore[no-untyped-call]
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bus.remove_watch()
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self._logger.debug("bus message loop stopped")
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def record(self):
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"""Start recording."""
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self.pipeline.set_state(Gst.State.PLAYING)
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self._thread_bus_calls = Thread(target=self._handle_bus_calls, daemon=True)
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self._thread_bus_calls.start()
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def get_sample(self):
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sample = self.appsink.pull_sample()
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data = None
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if isinstance(sample, Gst.Sample):
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buf = sample.get_buffer()
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if buf is None:
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self._logger.warning("Buffer is None")
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data = buf.extract_dup(0, buf.get_size())
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return data
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def stop(self):
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"""Stop recording and clean up."""
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logger = logging.getLogger(__name__)
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self._loop.quit()
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self.pipeline.set_state(Gst.State.NULL)
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if self._thread_bus_calls is not None:
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self._thread_bus_calls.join()
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logger.info("Stopped Recorder")
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def _create_device_element(direction: str, name_substr: Optional[str]) -> Optional[Gst.Element]:
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"""direction: 'source' or 'sink'.
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name_substr: case-insensitive substring matching device display name/description.
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"""
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logger = logging.getLogger(__name__)
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if not name_substr:
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logger.error(f"Device select: no name_substr for {direction}; returning None")
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return None
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monitor = Gst.DeviceMonitor.new()
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klass = "Audio/Source" if direction == "source" else "Audio/Sink"
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monitor.add_filter(klass, None)
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monitor.start()
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try:
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for dev in monitor.get_devices() or []:
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disp = dev.get_display_name() or ""
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props = dev.get_properties()
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desc = props.get_string("device.description") if props and props.has_field("device.description") else ""
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logger.info(f"Device candidate: disp='{disp}', desc='{desc}'")
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if name_substr.lower() in disp.lower() or name_substr.lower() in desc.lower():
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elem = dev.create_element(None)
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factory = elem.get_factory().get_name() if elem and elem.get_factory() else "<?>"
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logger.info(f"Using {direction} device: '{disp or desc}' (factory='{factory}')")
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return elem
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finally:
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monitor.stop()
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logging.getLogger(__name__).warning("Requested %s '%s' not found; using auto*", direction, name_substr)
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return None
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src/reachy_mini_conversation_demo/console.py
CHANGED
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@@ -1,67 +1,37 @@
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| 1 |
import asyncio
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| 2 |
import logging
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| 3 |
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| 4 |
-
import
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| 5 |
-
from
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| 6 |
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| 7 |
-
from
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| 8 |
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from reachy_mini_conversation_demo.audio.gstreamer import GstPlayer, GstRecorder
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| 9 |
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from reachy_mini_conversation_demo.audio.head_wobbler import SAMPLE_RATE
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| 10 |
from reachy_mini_conversation_demo.openai_realtime import OpenaiRealtimeHandler
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| 11 |
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| 12 |
logger = logging.getLogger(__name__)
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| 13 |
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| 14 |
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| 15 |
class LocalStream:
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"""
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| 17 |
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plays handler audio frames to the speaker."""
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| 18 |
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| 19 |
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def __init__(self, handler: OpenaiRealtimeHandler):
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"""Initialize the stream with an OpenAI realtime handler and pipelines."""
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self.handler = handler
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| 22 |
self._stop_event = asyncio.Event()
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| 23 |
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| 24 |
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self.recorder = GstRecorder(sample_rate=SAMPLE_RATE)
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| 25 |
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self.player = GstPlayer(sample_rate=SAMPLE_RATE)
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| 26 |
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# Allow the handler to flush the player queue when appropriate.
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| 28 |
self.handler._clear_queue = self.clear_queue # type: ignore[assignment]
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| 29 |
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| 30 |
-
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| 31 |
-
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| 32 |
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# player_bus.add_signal_watch()
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| 33 |
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# player_bus.connect("message", self.on_player_message)
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| 34 |
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| 35 |
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# def on_player_message(self, bus, message):
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| 36 |
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# """Handle GStreamer player state messages."""
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| 37 |
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# # logger.info(f"Player message: {message.type}")
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| 38 |
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# if message.type == Gst.MessageType.STATE_CHANGED:
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| 39 |
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# old_state, new_state, pending_state = message.parse_state_changed()
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| 40 |
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# if new_state != old_state and new_state == Gst.State.PLAYING:
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| 41 |
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# print("Player is now playing")
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| 42 |
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# self.recorder.pipeline.set_state(Gst.State.PAUSED)
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| 43 |
-
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| 44 |
-
# if new_state != old_state and new_state == Gst.State.PAUSED:
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| 45 |
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# print("Player is now paused")
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| 46 |
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# self.recorder.pipeline.set_state(Gst.State.PLAYING)
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| 47 |
-
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| 48 |
-
# if message.type == Gst.MessageType.EOS:
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| 49 |
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# self.recorder.pipeline.set_state(Gst.State.PLAYING)
|
| 50 |
-
# print("Player reached end of stream, restarting recorder")
|
| 51 |
-
|
| 52 |
-
def clear_queue(self) -> None:
|
| 53 |
-
"""Flush the player's appsrc to drop any queued audio immediately"""
|
| 54 |
-
self.player.pipeline.set_state(Gst.State.PAUSED)
|
| 55 |
-
self.player.appsrc.send_event(Gst.Event.new_flush_start())
|
| 56 |
-
self.player.appsrc.send_event(Gst.Event.new_flush_stop(reset_time=True))
|
| 57 |
-
self.player.pipeline.set_state(Gst.State.PLAYING)
|
| 58 |
-
logger.info("Cleared player queue")
|
| 59 |
-
|
| 60 |
-
def start(self) -> None:
|
| 61 |
-
"""Start the recorder/player and run the async processing loops"""
|
| 62 |
self._stop_event.clear()
|
| 63 |
-
self.
|
| 64 |
-
self.
|
| 65 |
|
| 66 |
async def runner() -> None:
|
| 67 |
tasks = [
|
|
@@ -76,18 +46,26 @@ class LocalStream:
|
|
| 76 |
def stop(self) -> None:
|
| 77 |
"""Stop the stream and underlying GStreamer pipelines."""
|
| 78 |
self._stop_event.set()
|
| 79 |
-
self.
|
| 80 |
-
self.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 81 |
|
| 82 |
async def record_loop(self) -> None:
|
| 83 |
"""Read mic frames from the recorder and forward them to the handler."""
|
| 84 |
logger.info("Starting receive loop")
|
| 85 |
while not self._stop_event.is_set():
|
| 86 |
-
data = self.
|
| 87 |
if data is not None:
|
| 88 |
-
|
| 89 |
-
|
| 90 |
-
|
|
|
|
|
|
|
|
|
|
| 91 |
|
| 92 |
async def play_loop(self) -> None:
|
| 93 |
"""Fetch outputs from the handler: log text and play audio frames."""
|
|
@@ -97,15 +75,20 @@ class LocalStream:
|
|
| 97 |
if isinstance(data, AdditionalOutputs):
|
| 98 |
for msg in data.args:
|
| 99 |
content = msg.get("content", "")
|
| 100 |
-
|
| 101 |
-
|
| 102 |
-
|
| 103 |
-
|
| 104 |
-
|
|
|
|
| 105 |
|
| 106 |
elif isinstance(data, tuple):
|
| 107 |
-
|
| 108 |
-
self.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 109 |
|
| 110 |
# else: ignore None/unknown outputs
|
| 111 |
|
|
|
|
| 1 |
+
"""Bidirectional local audio stream.
|
| 2 |
+
|
| 3 |
+
records mic frames to the handler and plays handler audio frames to the speaker.
|
| 4 |
+
"""
|
| 5 |
+
|
| 6 |
import asyncio
|
| 7 |
import logging
|
| 8 |
|
| 9 |
+
import librosa
|
| 10 |
+
from fastrtc import AdditionalOutputs, audio_to_int16, audio_to_float32
|
| 11 |
|
| 12 |
+
from reachy_mini import ReachyMini
|
|
|
|
|
|
|
| 13 |
from reachy_mini_conversation_demo.openai_realtime import OpenaiRealtimeHandler
|
| 14 |
|
| 15 |
+
|
| 16 |
logger = logging.getLogger(__name__)
|
| 17 |
|
| 18 |
|
| 19 |
class LocalStream:
|
| 20 |
+
"""LocalStream using Reachy Mini's recorder/player."""
|
|
|
|
| 21 |
|
| 22 |
+
def __init__(self, handler: OpenaiRealtimeHandler, robot: ReachyMini):
|
| 23 |
"""Initialize the stream with an OpenAI realtime handler and pipelines."""
|
| 24 |
self.handler = handler
|
| 25 |
+
self._robot = robot
|
| 26 |
self._stop_event = asyncio.Event()
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
# Allow the handler to flush the player queue when appropriate.
|
| 28 |
self.handler._clear_queue = self.clear_queue # type: ignore[assignment]
|
| 29 |
|
| 30 |
+
def launch(self) -> None:
|
| 31 |
+
"""Start the recorder/player and run the async processing loops."""
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 32 |
self._stop_event.clear()
|
| 33 |
+
self._robot.media.start_recording()
|
| 34 |
+
self._robot.media.start_playing()
|
| 35 |
|
| 36 |
async def runner() -> None:
|
| 37 |
tasks = [
|
|
|
|
| 46 |
def stop(self) -> None:
|
| 47 |
"""Stop the stream and underlying GStreamer pipelines."""
|
| 48 |
self._stop_event.set()
|
| 49 |
+
self._robot.media.stop_recording()
|
| 50 |
+
self._robot.media.stop_playing()
|
| 51 |
+
|
| 52 |
+
def clear_queue(self) -> None:
|
| 53 |
+
"""Flush the player's appsrc to drop any queued audio immediately."""
|
| 54 |
+
logger.info("User intervention: flushing player queue")
|
| 55 |
+
self.handler.output_queue = asyncio.Queue()
|
| 56 |
|
| 57 |
async def record_loop(self) -> None:
|
| 58 |
"""Read mic frames from the recorder and forward them to the handler."""
|
| 59 |
logger.info("Starting receive loop")
|
| 60 |
while not self._stop_event.is_set():
|
| 61 |
+
data = self._robot.media.get_audio_sample()
|
| 62 |
if data is not None:
|
| 63 |
+
frame_mono = data.T[0] # both channels are identical
|
| 64 |
+
frame = audio_to_int16(frame_mono)
|
| 65 |
+
await self.handler.receive((16000, frame))
|
| 66 |
+
# await asyncio.sleep(0) # yield to event loop
|
| 67 |
+
else:
|
| 68 |
+
await asyncio.sleep(0.01) # avoid busy loop
|
| 69 |
|
| 70 |
async def play_loop(self) -> None:
|
| 71 |
"""Fetch outputs from the handler: log text and play audio frames."""
|
|
|
|
| 75 |
if isinstance(data, AdditionalOutputs):
|
| 76 |
for msg in data.args:
|
| 77 |
content = msg.get("content", "")
|
| 78 |
+
if isinstance(content, str):
|
| 79 |
+
logger.info(
|
| 80 |
+
"role=%s content=%s",
|
| 81 |
+
msg.get("role"),
|
| 82 |
+
content if len(content) < 500 else content[:500] + "…",
|
| 83 |
+
)
|
| 84 |
|
| 85 |
elif isinstance(data, tuple):
|
| 86 |
+
sample_rate, frame = data
|
| 87 |
+
device_sample_rate = self._robot.media.get_audio_samplerate()
|
| 88 |
+
frame = audio_to_float32(frame.squeeze())
|
| 89 |
+
if sample_rate != device_sample_rate:
|
| 90 |
+
frame = librosa.resample(frame, orig_sr=sample_rate, target_sr=device_sample_rate)
|
| 91 |
+
self._robot.media.push_audio_sample(frame)
|
| 92 |
|
| 93 |
# else: ignore None/unknown outputs
|
| 94 |
|
src/reachy_mini_conversation_demo/main.py
CHANGED
|
@@ -3,8 +3,8 @@
|
|
| 3 |
import os
|
| 4 |
|
| 5 |
import gradio as gr
|
| 6 |
-
import
|
| 7 |
-
|
| 8 |
|
| 9 |
from reachy_mini import ReachyMini
|
| 10 |
from reachy_mini_conversation_demo.moves import MovementManager
|
|
@@ -63,20 +63,23 @@ def main():
|
|
| 63 |
logger.debug(f"Chatbot avatar images: {chatbot.avatar_images}")
|
| 64 |
|
| 65 |
handler = OpenaiRealtimeHandler(deps)
|
| 66 |
-
local_stream = LocalStream(handler)
|
| 67 |
-
|
| 68 |
-
# stream = fastrtc.Stream(
|
| 69 |
-
# handler=handler,
|
| 70 |
-
# mode="send-receive",
|
| 71 |
-
# modality="audio",
|
| 72 |
-
# additional_inputs=[chatbot],
|
| 73 |
-
# additional_outputs=[chatbot],
|
| 74 |
-
# additional_outputs_handler=update_chatbot,
|
| 75 |
-
# ui_args={"title": "Talk with Reachy Mini"},
|
| 76 |
-
# )
|
| 77 |
|
| 78 |
-
|
| 79 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 80 |
|
| 81 |
# Each async service → its own thread/loop
|
| 82 |
movement_manager.start()
|
|
@@ -85,11 +88,10 @@ def main():
|
|
| 85 |
camera_worker.start()
|
| 86 |
|
| 87 |
try:
|
| 88 |
-
|
| 89 |
-
# stream.ui.launch()
|
| 90 |
except KeyboardInterrupt:
|
| 91 |
logger.info("Exiting...")
|
| 92 |
-
|
| 93 |
finally:
|
| 94 |
movement_manager.stop()
|
| 95 |
head_wobbler.stop()
|
|
|
|
| 3 |
import os
|
| 4 |
|
| 5 |
import gradio as gr
|
| 6 |
+
from fastapi import FastAPI
|
| 7 |
+
from fastrtc import Stream
|
| 8 |
|
| 9 |
from reachy_mini import ReachyMini
|
| 10 |
from reachy_mini_conversation_demo.moves import MovementManager
|
|
|
|
| 63 |
logger.debug(f"Chatbot avatar images: {chatbot.avatar_images}")
|
| 64 |
|
| 65 |
handler = OpenaiRealtimeHandler(deps)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 66 |
|
| 67 |
+
stream_manager = None
|
| 68 |
+
if args.gradio:
|
| 69 |
+
stream = Stream(
|
| 70 |
+
handler=handler,
|
| 71 |
+
mode="send-receive",
|
| 72 |
+
modality="audio",
|
| 73 |
+
additional_inputs=[chatbot],
|
| 74 |
+
additional_outputs=[chatbot],
|
| 75 |
+
additional_outputs_handler=update_chatbot,
|
| 76 |
+
ui_args={"title": "Talk with Reachy Mini"},
|
| 77 |
+
)
|
| 78 |
+
stream_manager = stream.ui
|
| 79 |
+
app = FastAPI()
|
| 80 |
+
app = gr.mount_gradio_app(app, stream.ui, path="/")
|
| 81 |
+
else:
|
| 82 |
+
stream_manager = LocalStream(handler, robot)
|
| 83 |
|
| 84 |
# Each async service → its own thread/loop
|
| 85 |
movement_manager.start()
|
|
|
|
| 88 |
camera_worker.start()
|
| 89 |
|
| 90 |
try:
|
| 91 |
+
stream_manager.launch()
|
|
|
|
| 92 |
except KeyboardInterrupt:
|
| 93 |
logger.info("Exiting...")
|
| 94 |
+
stream_manager.stop()
|
| 95 |
finally:
|
| 96 |
movement_manager.stop()
|
| 97 |
head_wobbler.stop()
|
src/reachy_mini_conversation_demo/openai_realtime.py
CHANGED
|
@@ -27,8 +27,8 @@ class OpenaiRealtimeHandler(AsyncStreamHandler):
|
|
| 27 |
"""Initialize the handler."""
|
| 28 |
super().__init__(
|
| 29 |
expected_layout="mono",
|
| 30 |
-
output_sample_rate=24000,
|
| 31 |
-
input_sample_rate=
|
| 32 |
)
|
| 33 |
self.deps = deps
|
| 34 |
|
|
|
|
| 27 |
"""Initialize the handler."""
|
| 28 |
super().__init__(
|
| 29 |
expected_layout="mono",
|
| 30 |
+
output_sample_rate=24000, # openai outputs
|
| 31 |
+
input_sample_rate=16000, # respeaker output
|
| 32 |
)
|
| 33 |
self.deps = deps
|
| 34 |
|