.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "tutorials/streaming_api2_tutorial.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here <sphx_glr_download_tutorials_streaming_api2_tutorial.py>` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_tutorials_streaming_api2_tutorial.py: Media Stream API - Pt. 2 ======================== This tutorial is the continuation of `Media Stream API - Pt.1 <./streaming_api_tutorial.html>`__. This shows how to use `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 14-21 .. code-block:: default import torch import torchaudio print(torch.__version__) print(torchaudio.__version__) .. rst-class:: sphx-glr-script-out Out: .. code-block:: none 1.12.0 0.12.0 .. GENERATED FROM PYTHON SOURCE LINES 23-53 .. code-block:: default try: from torchaudio.io import StreamReader except ModuleNotFoundError: try: import google.colab print( """ To enable running this notebook in Google Colab, install nightly torch and torchaudio builds and the requisite third party libraries by adding the following code block to the top of the notebook before running it: !pip3 uninstall -y torch torchvision torchaudio !pip3 install --pre torch torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cpu !add-apt-repository -y ppa:savoury1/ffmpeg4 !apt-get -qq install -y ffmpeg """ ) except ModuleNotFoundError: pass raise import IPython import matplotlib.pyplot as plt 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" .. GENERATED FROM PYTHON SOURCE LINES 54-124 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 126-139 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 141-144 Audio Examples ~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 146-163 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 165-191 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 193-210 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 212-215 Video Examples ~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 217-231 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 233-247 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 249-263 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 265-279 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 281-295 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 297-327 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 329-333 Audio Examples ~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 333-359 .. 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 361-386 .. 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) _, 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) return IPython.display.Audio(chunks[i].T, rate=sample_rate) .. GENERATED FROM PYTHON SOURCE LINES 387-390 Original ^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 390-393 .. code-block:: default _display(0) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_001.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_001.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 394-397 Highpass / lowpass filter ^^^^^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 397-400 .. code-block:: default _display(1) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_002.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_002.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 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GENERATED FROM PYTHON SOURCE LINES 401-404 FFT filter - Robot 🤖 ^^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 404-407 .. code-block:: default _display(2) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_003.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_003.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 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" 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GENERATED FROM PYTHON SOURCE LINES 408-411 FFT filter - Whisper ^^^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 411-414 .. code-block:: default _display(3) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_004.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_004.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 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" type="audio/wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 415-418 Video Examples ~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 418-438 .. 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 440-464 .. 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() plt.show(block=False) .. GENERATED FROM PYTHON SOURCE LINES 465-467 Original ^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 467-470 .. code-block:: default _display(0) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_005.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_005.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none filter_desc: fps=10,null,format=pix_fmts=rgb24 .. GENERATED FROM PYTHON SOURCE LINES 471-473 Mirror ^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 473-476 .. code-block:: default _display(1) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_006.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_006.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 477-479 Edge detection ^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 479-482 .. code-block:: default _display(2) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_007.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_007.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none filter_desc: fps=10,edgedetect=mode=canny,format=pix_fmts=rgb24 .. GENERATED FROM PYTHON SOURCE LINES 483-485 Random rotation ^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 485-488 .. code-block:: default _display(3) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_008.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_008.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out Out: .. code-block:: none filter_desc: fps=10,rotate=angle=-random(1)*PI:fillcolor=brown,format=pix_fmts=rgb24 .. GENERATED FROM PYTHON SOURCE LINES 489-491 Pixel manipulation ^^^^^^^^^^^^^^^^^^ .. GENERATED FROM PYTHON SOURCE LINES 491-493 .. code-block:: default _display(4) .. image-sg:: /tutorials/images/sphx_glr_streaming_api2_tutorial_009.png :alt: streaming api2 tutorial :srcset: /tutorials/images/sphx_glr_streaming_api2_tutorial_009.png :class: sphx-glr-single-img .. rst-class:: sphx-glr-script-out 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 .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 10.591 seconds) .. _sphx_glr_download_tutorials_streaming_api2_tutorial.py: .. only :: html .. container:: sphx-glr-footer :class: sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: streaming_api2_tutorial.py <streaming_api2_tutorial.py>` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: streaming_api2_tutorial.ipynb <streaming_api2_tutorial.ipynb>` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_