.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorials/streamreader_advanced_tutorial.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

    .. note::
        :class: sphx-glr-download-link-note

        Click :ref:`here <sphx_glr_download_tutorials_streamreader_advanced_tutorial.py>`
        to download the full example code

.. rst-class:: sphx-glr-example-title

.. _sphx_glr_tutorials_streamreader_advanced_tutorial.py:


StreamReader Advanced Usages
============================

**Author**: `Moto Hira <moto@meta.com>`__

This tutorial is the continuation of
`StreamReader Basic Usages <./streamreader_basic_tutorial.html>`__.

This shows how to use :py:class:`~torchaudio.io.StreamReader` for

- Device inputs, such as microphone, webcam and screen recording
- Generating synthetic audio / video
- Applying preprocessing with custom filter expressions

.. GENERATED FROM PYTHON SOURCE LINES 16-32

.. code-block:: default


    import torch
    import torchaudio

    print(torch.__version__)
    print(torchaudio.__version__)

    import IPython
    import matplotlib.pyplot as plt
    from torchaudio.io import StreamReader

    base_url = "https://download.pytorch.org/torchaudio/tutorial-assets"
    AUDIO_URL = f"{base_url}/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav"
    VIDEO_URL = f"{base_url}/stream-api/NASAs_Most_Scientifically_Complex_Space_Observatory_Requires_Precision-MP4.mp4"






.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    2.4.0
    2.4.0




.. GENERATED FROM PYTHON SOURCE LINES 33-103

Audio / Video device input
--------------------------

.. seealso::

   - `Accelerated Video Decoding with NVDEC <../hw_acceleration_tutorial.html>`__.
   - `Online ASR with Emformer RNN-T <./online_asr_tutorial.html>`__.
   - `Device ASR with Emformer RNN-T <./device_asr.html>`__.

Given that the system has proper media devices and libavdevice is
configured to use the devices, the streaming API can
pull media streams from these devices.

To do this, we pass additional parameters ``format`` and ``option``
to the constructor. ``format`` specifies the device component and
``option`` dictionary is specific to the specified component.

The exact arguments to be passed depend on the system configuration.
Please refer to https://ffmpeg.org/ffmpeg-devices.html for the detail.

The following example illustrates how one can do this on MacBook Pro.

First, we need to check the available devices.

.. code::

   $ ffmpeg -f avfoundation -list_devices true -i ""
   [AVFoundation indev @ 0x143f04e50] AVFoundation video devices:
   [AVFoundation indev @ 0x143f04e50] [0] FaceTime HD Camera
   [AVFoundation indev @ 0x143f04e50] [1] Capture screen 0
   [AVFoundation indev @ 0x143f04e50] AVFoundation audio devices:
   [AVFoundation indev @ 0x143f04e50] [0] MacBook Pro Microphone

We use `FaceTime HD Camera` as video device (index 0) and
`MacBook Pro Microphone` as audio device (index 0).

If we do not pass any ``option``, the device uses its default
configuration. The decoder might not support the configuration.

.. code::

   >>> StreamReader(
   ...     src="0:0",  # The first 0 means `FaceTime HD Camera`, and
   ...                 # the second 0 indicates `MacBook Pro Microphone`.
   ...     format="avfoundation",
   ... )
   [avfoundation @ 0x125d4fe00] Selected framerate (29.970030) is not supported by the device.
   [avfoundation @ 0x125d4fe00] Supported modes:
   [avfoundation @ 0x125d4fe00]   1280x720@[1.000000 30.000000]fps
   [avfoundation @ 0x125d4fe00]   640x480@[1.000000 30.000000]fps
   Traceback (most recent call last):
     File "<stdin>", line 1, in <module>
     ...
   RuntimeError: Failed to open the input: 0:0

By providing ``option``, we can change the format that the device
streams to a format supported by decoder.

.. code::

   >>> streamer = StreamReader(
   ...     src="0:0",
   ...     format="avfoundation",
   ...     option={"framerate": "30", "pixel_format": "bgr0"},
   ... )
   >>> for i in range(streamer.num_src_streams):
   ...     print(streamer.get_src_stream_info(i))
   SourceVideoStream(media_type='video', codec='rawvideo', codec_long_name='raw video', format='bgr0', bit_rate=0, width=640, height=480, frame_rate=30.0)
   SourceAudioStream(media_type='audio', codec='pcm_f32le', codec_long_name='PCM 32-bit floating point little-endian', format='flt', bit_rate=3072000, sample_rate=48000.0, num_channels=2)


.. GENERATED FROM PYTHON SOURCE LINES 105-120

.. _lavfi:

Synthetic source streams
------------------------

As a part of device integration, ffmpeg provides a "virtual device"
interface. This interface provides synthetic audio / video data
generation using libavfilter.

To use this, we set ``format=lavfi`` and provide a filter description
to ``src``.

The detail of filter description can be found at
https://ffmpeg.org/ffmpeg-filters.html


.. GENERATED FROM PYTHON SOURCE LINES 123-126

Audio Examples
~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 128-145

Sine wave
^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#sine

.. code::

   StreamReader(src="sine=sample_rate=8000:frequency=360", format="lavfi")

.. raw:: html

   <audio controls>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/sine.wav">
   </audio>
   <img
    src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/sine.png"
    class="sphx-glr-single-img" style="width:80%">


.. GENERATED FROM PYTHON SOURCE LINES 147-173

Signal with arbitral expression
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^

https://ffmpeg.org/ffmpeg-filters.html#aevalsrc

.. code::

   # 5 Hz binaural beats on a 360 Hz carrier
   StreamReader(
       src=(
           'aevalsrc='
           'sample_rate=8000:'
           'exprs=0.1*sin(2*PI*(360-5/2)*t)|0.1*sin(2*PI*(360+5/2)*t)'
       ),
       format='lavfi',
    )

.. raw:: html

   <audio controls>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/aevalsrc.wav">
   </audio>
   <img
    src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/aevalsrc.png"
    class="sphx-glr-single-img" style="width:80%">


.. GENERATED FROM PYTHON SOURCE LINES 175-192

Noise
^^^^^
https://ffmpeg.org/ffmpeg-filters.html#anoisesrc

.. code::

   StreamReader(src="anoisesrc=color=pink:sample_rate=8000:amplitude=0.5", format="lavfi")

.. raw:: html

   <audio controls>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/anoisesrc.wav">
   </audio>
   <img
    src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/anoisesrc.png"
    class="sphx-glr-single-img" style="width:80%">


.. GENERATED FROM PYTHON SOURCE LINES 194-197

Video Examples
~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 199-213

Cellular automaton
^^^^^^^^^^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#cellauto

.. code::

   StreamReader(src=f"cellauto", format="lavfi")

.. raw:: html

   <video controls autoplay loop muted>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/cellauto.mp4">
   </video>


.. GENERATED FROM PYTHON SOURCE LINES 215-229

Mandelbrot
^^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#cellauto

.. code::

   StreamReader(src=f"mandelbrot", format="lavfi")

.. raw:: html

   <video controls autoplay loop muted>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/mandelbrot.mp4">
   </video>


.. GENERATED FROM PYTHON SOURCE LINES 231-245

MPlayer Test patterns
^^^^^^^^^^^^^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#mptestsrc

.. code::

   StreamReader(src=f"mptestsrc", format="lavfi")

.. raw:: html

   <video controls autoplay loop muted width=192 height=192>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/mptestsrc.mp4">
   </video>


.. GENERATED FROM PYTHON SOURCE LINES 247-261

John Conway's life game
^^^^^^^^^^^^^^^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#life

.. code::

   StreamReader(src=f"life", format="lavfi")

.. raw:: html

   <video controls autoplay loop muted>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/life.mp4">
   </video>


.. GENERATED FROM PYTHON SOURCE LINES 263-277

Sierpinski carpet/triangle fractal
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
https://ffmpeg.org/ffmpeg-filters.html#sierpinski

.. code::

   StreamReader(src=f"sierpinski", format="lavfi")

.. raw:: html

   <video controls autoplay loop muted>
       <source src="https://download.pytorch.org/torchaudio/tutorial-assets/stream-api/sierpinski.mp4">
   </video>


.. GENERATED FROM PYTHON SOURCE LINES 279-309

Custom filters
--------------

When defining an output stream, you can use
:py:meth:`~torchaudio.io.StreamReader.add_audio_stream` and
:py:meth:`~torchaudio.io.StreamReader.add_video_stream` methods.

These methods take ``filter_desc`` argument, which is a string
formatted according to ffmpeg's
`filter expression <https://ffmpeg.org/ffmpeg-filters.html>`_.

The difference between ``add_basic_(audio|video)_stream`` and
``add_(audio|video)_stream`` is that ``add_basic_(audio|video)_stream``
constructs the filter expression and passes it to the same underlying
implementation. Everything ``add_basic_(audio|video)_stream`` can be
achieved with ``add_(audio|video)_stream``.

.. note::

   - When applying custom filters, the client code must convert
     the audio/video stream to one of the formats that torchaudio
     can convert to tensor format.
     This can be achieved, for example, by applying
     ``format=pix_fmts=rgb24`` to video stream and
     ``aformat=sample_fmts=fltp`` to audio stream.
   - Each output stream has separate filter graph. Therefore, it is
     not possible to use different input/output streams for a
     filter expression. However, it is possible to split one input
     stream into multiple of them, and merge them later.


.. GENERATED FROM PYTHON SOURCE LINES 311-315

Audio Examples
~~~~~~~~~~~~~~



.. GENERATED FROM PYTHON SOURCE LINES 315-341

.. code-block:: default


    # fmt: off
    descs = [
        # No filtering
        "anull",
        # Apply a highpass filter then a lowpass filter
        "highpass=f=200,lowpass=f=1000",
        # Manipulate spectrogram
        (
            "afftfilt="
            "real='hypot(re,im)*sin(0)':"
            "imag='hypot(re,im)*cos(0)':"
            "win_size=512:"
            "overlap=0.75"
        ),
        # Manipulate spectrogram
        (
            "afftfilt="
            "real='hypot(re,im)*cos((random(0)*2-1)*2*3.14)':"
            "imag='hypot(re,im)*sin((random(1)*2-1)*2*3.14)':"
            "win_size=128:"
            "overlap=0.8"
        ),
    ]
    # fmt: on








.. GENERATED FROM PYTHON SOURCE LINES 343-369

.. code-block:: default


    sample_rate = 8000

    streamer = StreamReader(AUDIO_URL)
    for desc in descs:
        streamer.add_audio_stream(
            frames_per_chunk=40000,
            filter_desc=f"aresample={sample_rate},{desc},aformat=sample_fmts=fltp",
        )

    chunks = next(streamer.stream())


    def _display(i):
        print("filter_desc:", streamer.get_out_stream_info(i).filter_description)
        fig, axs = plt.subplots(2, 1)
        waveform = chunks[i][:, 0]
        axs[0].plot(waveform)
        axs[0].grid(True)
        axs[0].set_ylim([-1, 1])
        plt.setp(axs[0].get_xticklabels(), visible=False)
        axs[1].specgram(waveform, Fs=sample_rate)
        fig.tight_layout()
        return IPython.display.Audio(chunks[i].T, rate=sample_rate)









.. GENERATED FROM PYTHON SOURCE LINES 370-373

Original
^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 373-376

.. code-block:: default


    _display(0)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_001.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_001.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: aresample=8000,anull,aformat=sample_fmts=fltp


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 377-380

Highpass / lowpass filter
^^^^^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 380-383

.. code-block:: default


    _display(1)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_002.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_002.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: aresample=8000,highpass=f=200,lowpass=f=1000,aformat=sample_fmts=fltp


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 384-387

FFT filter - Robot 🤖
^^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 387-390

.. code-block:: default


    _display(2)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_003.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_003.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: aresample=8000,afftfilt=real='hypot(re,im)*sin(0)':imag='hypot(re,im)*cos(0)':win_size=512:overlap=0.75,aformat=sample_fmts=fltp


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 391-394

FFT filter - Whisper
^^^^^^^^^^^^^^^^^^^^


.. GENERATED FROM PYTHON SOURCE LINES 394-397

.. code-block:: default


    _display(3)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_004.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_004.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: aresample=8000,afftfilt=real='hypot(re,im)*cos((random(0)*2-1)*2*3.14)':imag='hypot(re,im)*sin((random(1)*2-1)*2*3.14)':win_size=128:overlap=0.8,aformat=sample_fmts=fltp


.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

                    <audio  controls="controls" >
                        <source src="data:audio/wav;base64,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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 398-401

Video Examples
~~~~~~~~~~~~~~


.. GENERATED FROM PYTHON SOURCE LINES 401-421

.. code-block:: default


    # fmt: off
    descs = [
        # No effect
        "null",
        # Split the input stream and apply horizontal flip to the right half.
        (
            "split [main][tmp];"
            "[tmp] crop=iw/2:ih:0:0, hflip [flip];"
            "[main][flip] overlay=W/2:0"
        ),
        # Edge detection
        "edgedetect=mode=canny",
        # Rotate image by randomly and fill the background with brown
        "rotate=angle=-random(1)*PI:fillcolor=brown",
        # Manipulate pixel values based on the coordinate
        "geq=r='X/W*r(X,Y)':g='(1-X/W)*g(X,Y)':b='(H-Y)/H*b(X,Y)'"
    ]
    # fmt: on








.. GENERATED FROM PYTHON SOURCE LINES 423-446

.. code-block:: default


    streamer = StreamReader(VIDEO_URL)
    for desc in descs:
        streamer.add_video_stream(
            frames_per_chunk=30,
            filter_desc=f"fps=10,{desc},format=pix_fmts=rgb24",
        )

    streamer.seek(12)

    chunks = next(streamer.stream())


    def _display(i):
        print("filter_desc:", streamer.get_out_stream_info(i).filter_description)
        _, axs = plt.subplots(1, 3, figsize=(8, 1.9))
        chunk = chunks[i]
        for j in range(3):
            axs[j].imshow(chunk[10 * j + 1].permute(1, 2, 0))
            axs[j].set_axis_off()
        plt.tight_layout()









.. GENERATED FROM PYTHON SOURCE LINES 447-449

Original
^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 449-452

.. code-block:: default


    _display(0)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_005.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_005.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: fps=10,null,format=pix_fmts=rgb24




.. GENERATED FROM PYTHON SOURCE LINES 453-455

Mirror
^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 455-458

.. code-block:: default


    _display(1)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_006.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_006.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: fps=10,split [main][tmp];[tmp] crop=iw/2:ih:0:0, hflip [flip];[main][flip] overlay=W/2:0,format=pix_fmts=rgb24




.. GENERATED FROM PYTHON SOURCE LINES 459-461

Edge detection
^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 461-464

.. code-block:: default


    _display(2)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_007.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_007.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: fps=10,edgedetect=mode=canny,format=pix_fmts=rgb24




.. GENERATED FROM PYTHON SOURCE LINES 465-467

Random rotation
^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 467-470

.. code-block:: default


    _display(3)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_008.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_008.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: fps=10,rotate=angle=-random(1)*PI:fillcolor=brown,format=pix_fmts=rgb24




.. GENERATED FROM PYTHON SOURCE LINES 471-473

Pixel manipulation
^^^^^^^^^^^^^^^^^^

.. GENERATED FROM PYTHON SOURCE LINES 473-476

.. code-block:: default


    _display(4)




.. image-sg:: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_009.png
   :alt: streamreader advanced tutorial
   :srcset: /tutorials/images/sphx_glr_streamreader_advanced_tutorial_009.png
   :class: sphx-glr-single-img


.. rst-class:: sphx-glr-script-out

 .. code-block:: none

    filter_desc: fps=10,geq=r='X/W*r(X,Y)':g='(1-X/W)*g(X,Y)':b='(H-Y)/H*b(X,Y)',format=pix_fmts=rgb24




.. GENERATED FROM PYTHON SOURCE LINES 477-478

Tag: :obj:`torchaudio.io`


.. rst-class:: sphx-glr-timing

   **Total running time of the script:** ( 0 minutes  18.582 seconds)


.. _sphx_glr_download_tutorials_streamreader_advanced_tutorial.py:

.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-example


    .. container:: sphx-glr-download sphx-glr-download-python

      :download:`Download Python source code: streamreader_advanced_tutorial.py <streamreader_advanced_tutorial.py>`

    .. container:: sphx-glr-download sphx-glr-download-jupyter

      :download:`Download Jupyter notebook: streamreader_advanced_tutorial.ipynb <streamreader_advanced_tutorial.ipynb>`


.. only:: html

 .. rst-class:: sphx-glr-signature

    `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_