.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "tutorials/streamwriter_basic_tutorial.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note Click :ref:`here <sphx_glr_download_tutorials_streamwriter_basic_tutorial.py>` to download the full example code .. rst-class:: sphx-glr-example-title .. _sphx_glr_tutorials_streamwriter_basic_tutorial.py: StreamWriter Basic Usage ======================== **Author**: `Moto Hira <moto@meta.com>`__ This tutorial shows how to use :py:class:`torchaudio.io.StreamWriter` to encode and save audio/video data into various formats/destinations. .. GENERATED FROM PYTHON SOURCE LINES 13-19 .. note:: This tutorial requires FFmpeg libraries. Please refer to :ref:`FFmpeg dependency <ffmpeg_dependency>` for the detail. .. GENERATED FROM PYTHON SOURCE LINES 22-36 .. warning:: TorchAudio dynamically loads compatible FFmpeg libraries installed on the system. The types of supported formats (media format, encoder, encoder options, etc) depend on the libraries. To check the available muxers and encoders, you can use the following command .. code-block:: console ffmpeg -muxers ffmpeg -encoders .. GENERATED FROM PYTHON SOURCE LINES 39-41 Preparation ----------- .. GENERATED FROM PYTHON SOURCE LINES 42-55 .. code-block:: default import torch import torchaudio print(torch.__version__) print(torchaudio.__version__) from torchaudio.io import StreamWriter print("FFmpeg library versions") for k, v in torchaudio.utils.ffmpeg_utils.get_versions().items(): print(f" {k}: {v}") .. rst-class:: sphx-glr-script-out .. code-block:: none 2.3.0 2.3.0 FFmpeg library versions libavcodec: (60, 3, 100) libavdevice: (60, 1, 100) libavfilter: (9, 3, 100) libavformat: (60, 3, 100) libavutil: (58, 2, 100) .. GENERATED FROM PYTHON SOURCE LINES 57-77 .. code-block:: default import io import os import tempfile from IPython.display import Audio, Video from torchaudio.utils import download_asset SAMPLE_PATH = download_asset("tutorial-assets/Lab41-SRI-VOiCES-src-sp0307-ch127535-sg0042.wav") WAVEFORM, SAMPLE_RATE = torchaudio.load(SAMPLE_PATH, channels_first=False) NUM_FRAMES, NUM_CHANNELS = WAVEFORM.shape _BASE_DIR = tempfile.TemporaryDirectory() def get_path(filename): return os.path.join(_BASE_DIR.name, filename) .. GENERATED FROM PYTHON SOURCE LINES 78-90 The basic usage --------------- To save Tensor data into media formats with StreamWriter, there are three necessary steps 1. Specify the output 2. Configure streams 3. Write data The following code illustrates how to save audio data as WAV file. .. GENERATED FROM PYTHON SOURCE LINES 94-99 .. code-block:: default # 1. Define the destination. (local file in this case) path = get_path("test.wav") s = StreamWriter(path) .. GENERATED FROM PYTHON SOURCE LINES 101-108 .. code-block:: default # 2. Configure the stream. (8kHz, Stereo WAV) s.add_audio_stream( sample_rate=SAMPLE_RATE, num_channels=NUM_CHANNELS, ) .. GENERATED FROM PYTHON SOURCE LINES 110-115 .. code-block:: default # 3. Write the data with s.open(): s.write_audio_chunk(0, WAVEFORM) .. GENERATED FROM PYTHON SOURCE LINES 117-120 .. code-block:: default Audio(path) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <audio controls="controls" > <source 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RAAcA9//0/+n/1/++/8r/8v/1/xIAJQAxADAAKgAlAAcA/f8VAEoAbABzAIkAfQB7AFgAMwA1AEYAeQBuAIEAewBjAEEALgAuAB4AKQBAADUARABVAEoARABtAHAAZQBgAFcAUQBOAEMAOQAxABcAKgBMAF0ATAAlAC8AMgAnACAANwBZADoAIwA/AFQATQA8AD4AaQA=" type="audio/x-wav" /> Your browser does not support the audio element. </audio> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 121-122 Now we look into each step in more detail. .. GENERATED FROM PYTHON SOURCE LINES 125-138 Write destination ----------------- StreamWriter supports different types of write destinations 1. Local files 2. File-like objects 3. Streaming protocols (such as RTMP and UDP) 4. Media devices (speakers and video players) ††For media devices, please refer to `StreamWriter Advanced Usages <./streamwriter_advanced.html>`__. .. GENERATED FROM PYTHON SOURCE LINES 141-161 Local files ~~~~~~~~~~~ StreamWriter supports saving media to local files. .. code:: StreamWriter(dst="audio.wav") StreamWriter(dst="audio.mp3") This works for still images and videos as well. .. code:: StreamWriter(dst="image.jpeg") StreamWriter(dst="video.mpeg") .. GENERATED FROM PYTHON SOURCE LINES 163-181 File-like objects ~~~~~~~~~~~~~~~~~ You can also pass a file-lie object. A file-like object must implement ``write`` method conforming to :py:attr:`io.RawIOBase.write`. .. code:: # Open the local file as fileobj with open("audio.wav", "wb") as dst: StreamWriter(dst=dst) .. code:: # In-memory encoding buffer = io.BytesIO() StreamWriter(dst=buffer) .. GENERATED FROM PYTHON SOURCE LINES 183-196 Streaming protocols ~~~~~~~~~~~~~~~~~~~ You can stream the media with streaming protocols .. code:: # Real-Time Messaging Protocol StreamWriter(dst="rtmp://localhost:1234/live/app", format="flv") # UDP StreamWriter(dst="udp://localhost:48550", format="mpegts") .. GENERATED FROM PYTHON SOURCE LINES 198-206 Configuring output streams -------------------------- Once the destination is specified, the next step is to configure the streams. For typical audio and still image cases, only one stream is required, but for video with audio, at least two streams (one for audio and the other for video) need to be configured. .. GENERATED FROM PYTHON SOURCE LINES 209-262 Audio Stream ~~~~~~~~~~~~ An audio stream can be added with :py:meth:`~torchaudio.io.StreamWriter.add_audio_stream` method. For writing regular audio files, at minimum ``sample_rate`` and ``num_channels`` are required. .. code:: s = StreamWriter("audio.wav") s.add_audio_stream(sample_rate=8000, num_channels=2) By default, audio streams expect the input waveform tensors to be ``torch.float32`` type. If the above case, the data will be encoded into the detault encoding format of WAV format, which is 16-bit signed integer Linear PCM. StreamWriter converts the sample format internally. If the encoder supports multiple sample formats and you want to change the encoder sample format, you can use ``encoder_format`` option. In the following example, the StreamWriter expects the data type of the input waveform Tensor to be ``torch.float32``, but it will convert the sample to 16-bit signed integer when encoding. .. code:: s = StreamWriter("audio.mp3") s.add_audio_stream( ..., encoder="libmp3lame", # "libmp3lame" is often the default encoder for mp3, # but specifying it manually, for the sake of illustration. encoder_format="s16p", # "libmp3lame" encoder supports the following sample format. # - "s16p" (16-bit signed integer) # - "s32p" (32-bit signed integer) # - "fltp" (32-bit floating point) ) If the data type of your waveform Tensor is something other than ``torch.float32``, you can provide ``format`` option to change the expected data type. The following example configures StreamWriter to expect Tensor of ``torch.int16`` type. .. code:: # Audio data passed to StreamWriter must be torch.int16 s.add_audio_stream(..., format="s16") The following figure illustrates how ``format`` and ``encoder_format`` options work for audio streams. .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/streamwriter-format-audio.png .. GENERATED FROM PYTHON SOURCE LINES 264-329 Video Stream ~~~~~~~~~~~~ To add a still image or a video stream, you can use :py:meth:`~torchaudio.io.StreamWriter.add_video_stream` method. At minimum, ``frame_rate``, ``height`` and ``width`` are required. .. code:: s = StreamWriter("video.mp4") s.add_video_stream(frame_rate=10, height=96, width=128) For still images, please use ``frame_rate=1``. .. code:: s = StreamWriter("image.png") s.add_video_stream(frame_rate=1, ...) Similar to the audio stream, you can provide ``format`` and ``encoder_format`` option to controll the format of input data and encoding. The following example encodes video data in YUV422 format. .. code:: s = StreamWriter("video.mov") s.add_video_stream( ..., encoder="libx264", # libx264 supports different YUV formats, such as # yuv420p yuvj420p yuv422p yuvj422p yuv444p yuvj444p nv12 nv16 nv21 encoder_format="yuv422p", # StreamWriter will convert the input data to YUV422 internally ) YUV formats are commonly used in video encoding. Many YUV formats are composed of chroma channel of different plane size than that of luma channel. This makes it difficult to directly express it as ``torch.Tensor`` type. Therefore, StreamWriter will automatically convert the input video Tensor into the target format. StreamWriter expects the input image tensor to be 4-D (`time`, `channel`, `height`, `width`) and ``torch.uint8`` type. The default color channel is RGB. That is three color channels corresponding red, green and blue. If your input has different color channel, such as BGR and YUV, you can specify it with ``format`` option. The following example specifies BGR format. .. code:: s.add_video_stream(..., format="bgr24") # Image data passed to StreamWriter must have # three color channels representing Blue Green Red. # # The shape of the input tensor has to be # (time, channel==3, height, width) The following figure illustrates how ``format`` and ``encoder_format`` options work for video streams. .. image:: https://download.pytorch.org/torchaudio/tutorial-assets/streamwriter-format-video.png .. GENERATED FROM PYTHON SOURCE LINES 331-352 Write data ---------- Once streams are configured, the next step is to open the output location and start writing data. Use :py:meth:`~torchaudio.io.StreamWriter.open` method to open the destination, and then write data with :py:meth:`~torchaudio.io.StreamWriter.write_audio_chunk` and/or :py:meth:`~torchaudio.io.StreamWriter.write_video_chunk`. Audio tensors are expected to have the shape of `(time, channels)`, and video/image tensors are expected to have the shape of `(time, channels, height, width)`. Channels, height and width must match the configuration of the corresponding stream, specified with ``"format"`` option. Tensor representing a still image must have only one frame in time dimension, but audio and video tensors can have arbitral number of frames in time dimension. The following code snippet illustrates this; .. GENERATED FROM PYTHON SOURCE LINES 355-358 Ex) Audio ~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 358-367 .. code-block:: default # Configure stream s = StreamWriter(dst=get_path("audio.wav")) s.add_audio_stream(sample_rate=SAMPLE_RATE, num_channels=NUM_CHANNELS) # Write data with s.open(): s.write_audio_chunk(0, WAVEFORM) .. GENERATED FROM PYTHON SOURCE LINES 368-371 Ex) Image ~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 371-388 .. code-block:: default # Image config height = 96 width = 128 # Configure stream s = StreamWriter(dst=get_path("image.png")) s.add_video_stream(frame_rate=1, height=height, width=width, format="rgb24") # Generate image chunk = torch.randint(256, (1, 3, height, width), dtype=torch.uint8) # Write data with s.open(): s.write_video_chunk(0, chunk) .. GENERATED FROM PYTHON SOURCE LINES 389-392 Ex) Video without audio ~~~~~~~~~~~~~~~~~~~~~~~ .. GENERATED FROM PYTHON SOURCE LINES 392-410 .. code-block:: default # Video config frame_rate = 30 height = 96 width = 128 # Configure stream s = StreamWriter(dst=get_path("video.mp4")) s.add_video_stream(frame_rate=frame_rate, height=height, width=width, format="rgb24") # Generate video chunk (3 seconds) time = int(frame_rate * 3) chunk = torch.randint(256, (time, 3, height, width), dtype=torch.uint8) # Write data with s.open(): s.write_video_chunk(0, chunk) .. GENERATED FROM PYTHON SOURCE LINES 411-416 Ex) Video with audio ~~~~~~~~~~~~~~~~~~~~ To write video with audio, separate streams have to be configured. .. GENERATED FROM PYTHON SOURCE LINES 416-434 .. code-block:: default # Configure stream s = StreamWriter(dst=get_path("video.mp4")) s.add_audio_stream(sample_rate=SAMPLE_RATE, num_channels=NUM_CHANNELS) s.add_video_stream(frame_rate=frame_rate, height=height, width=width, format="rgb24") # Generate audio/video chunk (3 seconds) time = int(SAMPLE_RATE * 3) audio_chunk = torch.randn((time, NUM_CHANNELS)) time = int(frame_rate * 3) video_chunk = torch.randint(256, (time, 3, height, width), dtype=torch.uint8) # Write data with s.open(): s.write_audio_chunk(0, audio_chunk) s.write_video_chunk(1, video_chunk) .. GENERATED FROM PYTHON SOURCE LINES 435-441 Writing data chunk by chunk ~~~~~~~~~~~~~~~~~~~~~~~~~~~ When writing data, it is possible to split data along time dimension and write them by smaller chunks. .. GENERATED FROM PYTHON SOURCE LINES 444-452 .. code-block:: default # Write data in one-go dst1 = io.BytesIO() s = StreamWriter(dst=dst1, format="mp3") s.add_audio_stream(SAMPLE_RATE, NUM_CHANNELS) with s.open(): s.write_audio_chunk(0, WAVEFORM) .. GENERATED FROM PYTHON SOURCE LINES 454-464 .. code-block:: default # Write data in smaller chunks dst2 = io.BytesIO() s = StreamWriter(dst=dst2, format="mp3") s.add_audio_stream(SAMPLE_RATE, NUM_CHANNELS) with s.open(): for start in range(0, NUM_FRAMES, SAMPLE_RATE): end = start + SAMPLE_RATE s.write_audio_chunk(0, WAVEFORM[start:end, ...]) .. GENERATED FROM PYTHON SOURCE LINES 466-484 .. code-block:: default # Check that the contents are same dst1.seek(0) bytes1 = dst1.read() print(f"bytes1: {len(bytes1)}") print(f"{bytes1[:10]}...{bytes1[-10:]}\n") dst2.seek(0) bytes2 = dst2.read() print(f"bytes2: {len(bytes2)}") print(f"{bytes2[:10]}...{bytes2[-10:]}\n") assert bytes1 == bytes2 import matplotlib.pyplot as plt .. rst-class:: sphx-glr-script-out .. code-block:: none bytes1: 10700 b'ID3\x04\x00\x00\x00\x00\x00"'...b'\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa' bytes2: 10700 b'ID3\x04\x00\x00\x00\x00\x00"'...b'\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa\xaa' .. GENERATED FROM PYTHON SOURCE LINES 485-495 Example - Spectrum Visualizer ----------------------------- In this section, we use StreamWriter to create a spectrum visualization of audio and save it as a video file. To create spectrum visualization, we use :py:class:`torchaudio.transforms.Spectrogram`, to get spectrum presentation of audio, generate raster images of its visualization using matplotplib, then use StreamWriter to convert them to video with the original audio. .. GENERATED FROM PYTHON SOURCE LINES 496-499 .. code-block:: default import torchaudio.transforms as T .. GENERATED FROM PYTHON SOURCE LINES 500-509 Prepare Data ~~~~~~~~~~~~ First, we prepare the spectrogram data. We use :py:class:`~torchaudio.transforms.Spectrogram`. We adjust ``hop_length`` so that one frame of the spectrogram corresponds to one video frame. .. GENERATED FROM PYTHON SOURCE LINES 510-522 .. code-block:: default frame_rate = 20 n_fft = 4000 trans = T.Spectrogram( n_fft=n_fft, hop_length=SAMPLE_RATE // frame_rate, # One FFT per one video frame normalized=True, power=1, ) specs = trans(WAVEFORM.T)[0].T .. GENERATED FROM PYTHON SOURCE LINES 523-525 The resulting spectrogram looks like the following. .. GENERATED FROM PYTHON SOURCE LINES 526-530 .. code-block:: default spec_db = T.AmplitudeToDB(stype="magnitude", top_db=80)(specs.T) _ = plt.imshow(spec_db, aspect="auto", origin="lower") .. image-sg:: /tutorials/images/sphx_glr_streamwriter_basic_tutorial_001.png :alt: streamwriter basic tutorial :srcset: /tutorials/images/sphx_glr_streamwriter_basic_tutorial_001.png :class: sphx-glr-single-img .. GENERATED FROM PYTHON SOURCE LINES 531-538 Prepare Canvas ~~~~~~~~~~~~~~ We use ``matplotlib`` to visualize the spectrogram per frame. We create a helper function that plots the spectrogram data and generates a raster imager of the figure. .. GENERATED FROM PYTHON SOURCE LINES 539-572 .. code-block:: default fig, ax = plt.subplots(figsize=[3.2, 2.4]) ax.set_position([0, 0, 1, 1]) ax.set_facecolor("black") ncols, nrows = fig.canvas.get_width_height() def _plot(data): ax.clear() x = list(range(len(data))) R, G, B = 238 / 255, 76 / 255, 44 / 255 for coeff, alpha in [(0.8, 0.7), (1, 1)]: d = data**coeff ax.fill_between(x, d, -d, color=[R, G, B, alpha]) xlim = n_fft // 2 + 1 ax.set_xlim([-1, n_fft // 2 + 1]) ax.set_ylim([-1, 1]) ax.text( xlim, 0.95, f"Created with TorchAudio\n{torchaudio.__version__}", color="white", ha="right", va="top", backgroundcolor="black", ) fig.canvas.draw() frame = torch.frombuffer(fig.canvas.tostring_rgb(), dtype=torch.uint8) return frame.reshape(nrows, ncols, 3).permute(2, 0, 1) # sphinx_gallery_defer_figures .. GENERATED FROM PYTHON SOURCE LINES 573-579 Write Video ~~~~~~~~~~~ Finally, we use StreamWriter and write video. We process one second of audio and video frames at a time. .. GENERATED FROM PYTHON SOURCE LINES 580-600 .. code-block:: default s = StreamWriter(get_path("example.mp4")) s.add_audio_stream(sample_rate=SAMPLE_RATE, num_channels=NUM_CHANNELS) s.add_video_stream(frame_rate=frame_rate, height=nrows, width=ncols) with s.open(): i = 0 # Process by second for t in range(0, NUM_FRAMES, SAMPLE_RATE): # Write audio chunk s.write_audio_chunk(0, WAVEFORM[t : t + SAMPLE_RATE, :]) # write 1 second of video chunk frames = [_plot(spec) for spec in specs[i : i + frame_rate]] if frames: s.write_video_chunk(1, torch.stack(frames)) i += frame_rate plt.close(fig) .. rst-class:: sphx-glr-script-out .. code-block:: none /pytorch/audio/examples/tutorials/streamwriter_basic_tutorial.py:566: MatplotlibDeprecationWarning: The tostring_rgb function was deprecated in Matplotlib 3.8 and will be removed two minor releases later. Use buffer_rgba instead. frame = torch.frombuffer(fig.canvas.tostring_rgb(), dtype=torch.uint8) /pytorch/audio/examples/tutorials/streamwriter_basic_tutorial.py:566: UserWarning: The given buffer is not writable, and PyTorch does not support non-writable tensors. This means you can write to the underlying (supposedly non-writable) buffer using the tensor. You may want to copy the buffer to protect its data or make it writable before converting it to a tensor. This type of warning will be suppressed for the rest of this program. (Triggered internally at /opt/conda/conda-bld/pytorch_1712608839953/work/torch/csrc/utils/tensor_new.cpp:1524.) frame = torch.frombuffer(fig.canvas.tostring_rgb(), dtype=torch.uint8) .. GENERATED FROM PYTHON SOURCE LINES 601-607 Result ~~~~~~ The result looks like below. .. GENERATED FROM PYTHON SOURCE LINES 608-611 .. code-block:: default Video(get_path("example.mp4"), embed=True) .. raw:: html <div class="output_subarea output_html rendered_html output_result"> <video controls > <source src="data:video/mp4;base64,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type="video/mp4"> Your browser does not support the video tag. </video> </div> <br /> <br /> .. GENERATED FROM PYTHON SOURCE LINES 612-615 Carefully watching the video, it can be observed that the sound of "s" (curio\ **si**\ ty, be\ **si**\ des, thi\ **s**\ ) has more energy allocated on higher frequency side (right side of the video). .. GENERATED FROM PYTHON SOURCE LINES 618-620 Tag: :obj:`torchaudio.io` .. rst-class:: sphx-glr-timing **Total running time of the script:** ( 0 minutes 7.329 seconds) .. _sphx_glr_download_tutorials_streamwriter_basic_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: streamwriter_basic_tutorial.py <streamwriter_basic_tutorial.py>` .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: streamwriter_basic_tutorial.ipynb <streamwriter_basic_tutorial.ipynb>` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery <https://sphinx-gallery.github.io>`_