.. DO NOT EDIT.
.. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY.
.. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE:
.. "tutorials/tacotron2_pipeline_tutorial.py"
.. LINE NUMBERS ARE GIVEN BELOW.

.. only:: html

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

        Click :ref:`here <sphx_glr_download_tutorials_tacotron2_pipeline_tutorial.py>`
        to download the full example code

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

.. _sphx_glr_tutorials_tacotron2_pipeline_tutorial.py:


Text-to-Speech with Tacotron2
=============================

**Author**: `Yao-Yuan Yang <https://github.com/yangarbiter>`__,
`Moto Hira <moto@meta.com>`__

.. GENERATED FROM PYTHON SOURCE LINES 11-45

Overview
--------

This tutorial shows how to build text-to-speech pipeline, using the
pretrained Tacotron2 in torchaudio.

The text-to-speech pipeline goes as follows:

1. Text preprocessing

   First, the input text is encoded into a list of symbols. In this
   tutorial, we will use English characters and phonemes as the symbols.

2. Spectrogram generation

   From the encoded text, a spectrogram is generated. We use the ``Tacotron2``
   model for this.

3. Time-domain conversion

   The last step is converting the spectrogram into the waveform. The
   process to generate speech from spectrogram is also called a Vocoder.
   In this tutorial, three different vocoders are used,
   :py:class:`~torchaudio.models.WaveRNN`,
   :py:class:`~torchaudio.transforms.GriffinLim`, and
   `Nvidia's WaveGlow <https://pytorch.org/hub/nvidia_deeplearningexamples_tacotron2/>`__.


The following figure illustrates the whole process.

.. image:: https://download.pytorch.org/torchaudio/tutorial-assets/tacotron2_tts_pipeline.png

All the related components are bundled in :py:class:`torchaudio.pipelines.Tacotron2TTSBundle`,
but this tutorial will also cover the process under the hood.

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Preparation
-----------

First, we install the necessary dependencies. In addition to
``torchaudio``, ``DeepPhonemizer`` is required to perform phoneme-based
encoding.


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.. code-block:: bash

    %%bash
    pip3 install deep_phonemizer

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.. code-block:: default


    import torch
    import torchaudio

    torch.random.manual_seed(0)
    device = "cuda" if torch.cuda.is_available() else "cpu"

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






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

 .. code-block:: none

    2.4.0.dev20240423
    2.2.0.dev20240424
    cuda




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.. code-block:: default


    import IPython
    import matplotlib.pyplot as plt









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Text Processing
---------------


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Character-based encoding
~~~~~~~~~~~~~~~~~~~~~~~~

In this section, we will go through how the character-based encoding
works.

Since the pre-trained Tacotron2 model expects specific set of symbol
tables, the same functionalities is available in ``torchaudio``. However,
we will first manually implement the encoding to aid in understanding.

First, we define the set of symbols
``'_-!\'(),.:;? abcdefghijklmnopqrstuvwxyz'``. Then, we will map the
each character of the input text into the index of the corresponding
symbol in the table. Symbols that are not in the table are ignored.

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.. code-block:: default


    symbols = "_-!'(),.:;? abcdefghijklmnopqrstuvwxyz"
    look_up = {s: i for i, s in enumerate(symbols)}
    symbols = set(symbols)


    def text_to_sequence(text):
        text = text.lower()
        return [look_up[s] for s in text if s in symbols]


    text = "Hello world! Text to speech!"
    print(text_to_sequence(text))






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

 .. code-block:: none

    [19, 16, 23, 23, 26, 11, 34, 26, 29, 23, 15, 2, 11, 31, 16, 35, 31, 11, 31, 26, 11, 30, 27, 16, 16, 14, 19, 2]




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As mentioned in the above, the symbol table and indices must match
what the pretrained Tacotron2 model expects. ``torchaudio`` provides the same
transform along with the pretrained model. You can
instantiate and use such transform as follow.


.. GENERATED FROM PYTHON SOURCE LINES 121-131

.. code-block:: default


    processor = torchaudio.pipelines.TACOTRON2_WAVERNN_CHAR_LJSPEECH.get_text_processor()

    text = "Hello world! Text to speech!"
    processed, lengths = processor(text)

    print(processed)
    print(lengths)






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

 .. code-block:: none

    tensor([[19, 16, 23, 23, 26, 11, 34, 26, 29, 23, 15,  2, 11, 31, 16, 35, 31, 11,
             31, 26, 11, 30, 27, 16, 16, 14, 19,  2]])
    tensor([28], dtype=torch.int32)




.. GENERATED FROM PYTHON SOURCE LINES 132-139

Note: The output of our manual encoding and the ``torchaudio`` ``text_processor`` output matches (meaning we correctly re-implemented what the library does internally). It takes either a text or list of texts as inputs.
When a list of texts are provided, the returned ``lengths`` variable
represents the valid length of each processed tokens in the output
batch.

The intermediate representation can be retrieved as follows:


.. GENERATED FROM PYTHON SOURCE LINES 139-143

.. code-block:: default


    print([processor.tokens[i] for i in processed[0, : lengths[0]]])






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

 .. code-block:: none

    ['h', 'e', 'l', 'l', 'o', ' ', 'w', 'o', 'r', 'l', 'd', '!', ' ', 't', 'e', 'x', 't', ' ', 't', 'o', ' ', 's', 'p', 'e', 'e', 'c', 'h', '!']




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Phoneme-based encoding
~~~~~~~~~~~~~~~~~~~~~~

Phoneme-based encoding is similar to character-based encoding, but it
uses a symbol table based on phonemes and a G2P (Grapheme-to-Phoneme)
model.

The detail of the G2P model is out of the scope of this tutorial, we will
just look at what the conversion looks like.

Similar to the case of character-based encoding, the encoding process is
expected to match what a pretrained Tacotron2 model is trained on.
``torchaudio`` has an interface to create the process.

The following code illustrates how to make and use the process. Behind
the scene, a G2P model is created using ``DeepPhonemizer`` package, and
the pretrained weights published by the author of ``DeepPhonemizer`` is
fetched.


.. GENERATED FROM PYTHON SOURCE LINES 163-176

.. code-block:: default


    bundle = torchaudio.pipelines.TACOTRON2_WAVERNN_PHONE_LJSPEECH

    processor = bundle.get_text_processor()

    text = "Hello world! Text to speech!"
    with torch.inference_mode():
        processed, lengths = processor(text)

    print(processed)
    print(lengths)






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      warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
    tensor([[54, 20, 65, 69, 11, 92, 44, 65, 38,  2, 11, 81, 40, 64, 79, 81, 11, 81,
             20, 11, 79, 77, 59, 37,  2]])
    tensor([25], dtype=torch.int32)




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Notice that the encoded values are different from the example of
character-based encoding.

The intermediate representation looks like the following.


.. GENERATED FROM PYTHON SOURCE LINES 182-186

.. code-block:: default


    print([processor.tokens[i] for i in processed[0, : lengths[0]]])






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

 .. code-block:: none

    ['HH', 'AH', 'L', 'OW', ' ', 'W', 'ER', 'L', 'D', '!', ' ', 'T', 'EH', 'K', 'S', 'T', ' ', 'T', 'AH', ' ', 'S', 'P', 'IY', 'CH', '!']




.. GENERATED FROM PYTHON SOURCE LINES 187-204

Spectrogram Generation
----------------------

``Tacotron2`` is the model we use to generate spectrogram from the
encoded text. For the detail of the model, please refer to `the
paper <https://arxiv.org/abs/1712.05884>`__.

It is easy to instantiate a Tacotron2 model with pretrained weights,
however, note that the input to Tacotron2 models need to be processed
by the matching text processor.

:py:class:`torchaudio.pipelines.Tacotron2TTSBundle` bundles the matching
models and processors together so that it is easy to create the pipeline.

For the available bundles, and its usage, please refer to
:py:class:`~torchaudio.pipelines.Tacotron2TTSBundle`.


.. GENERATED FROM PYTHON SOURCE LINES 204-221

.. code-block:: default


    bundle = torchaudio.pipelines.TACOTRON2_WAVERNN_PHONE_LJSPEECH
    processor = bundle.get_text_processor()
    tacotron2 = bundle.get_tacotron2().to(device)

    text = "Hello world! Text to speech!"

    with torch.inference_mode():
        processed, lengths = processor(text)
        processed = processed.to(device)
        lengths = lengths.to(device)
        spec, _, _ = tacotron2.infer(processed, lengths)


    _ = plt.imshow(spec[0].cpu().detach(), origin="lower", aspect="auto")





.. image-sg:: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_001.png
   :alt: tacotron2 pipeline tutorial
   :srcset: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_001.png
   :class: sphx-glr-single-img


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

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      warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
    Downloading: "https://download.pytorch.org/torchaudio/models/tacotron2_english_phonemes_1500_epochs_wavernn_ljspeech.pth" to /root/.cache/torch/hub/checkpoints/tacotron2_english_phonemes_1500_epochs_wavernn_ljspeech.pth

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Note that ``Tacotron2.infer`` method perfoms multinomial sampling,
therefore, the process of generating the spectrogram incurs randomness.


.. GENERATED FROM PYTHON SOURCE LINES 225-239

.. code-block:: default



    def plot():
        fig, ax = plt.subplots(3, 1)
        for i in range(3):
            with torch.inference_mode():
                spec, spec_lengths, _ = tacotron2.infer(processed, lengths)
            print(spec[0].shape)
            ax[i].imshow(spec[0].cpu().detach(), origin="lower", aspect="auto")


    plot()





.. image-sg:: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_002.png
   :alt: tacotron2 pipeline tutorial
   :srcset: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_002.png
   :class: sphx-glr-single-img


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

 .. code-block:: none

    torch.Size([80, 190])
    torch.Size([80, 184])
    torch.Size([80, 185])




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Waveform Generation
-------------------

Once the spectrogram is generated, the last process is to recover the
waveform from the spectrogram using a vocoder.

``torchaudio`` provides vocoders based on ``GriffinLim`` and
``WaveRNN``.


.. GENERATED FROM PYTHON SOURCE LINES 252-258

WaveRNN Vocoder
~~~~~~~~~~~~~~~

Continuing from the previous section, we can instantiate the matching
WaveRNN model from the same bundle.


.. GENERATED FROM PYTHON SOURCE LINES 258-274

.. code-block:: default


    bundle = torchaudio.pipelines.TACOTRON2_WAVERNN_PHONE_LJSPEECH

    processor = bundle.get_text_processor()
    tacotron2 = bundle.get_tacotron2().to(device)
    vocoder = bundle.get_vocoder().to(device)

    text = "Hello world! Text to speech!"

    with torch.inference_mode():
        processed, lengths = processor(text)
        processed = processed.to(device)
        lengths = lengths.to(device)
        spec, spec_lengths, _ = tacotron2.infer(processed, lengths)
        waveforms, lengths = vocoder(spec, spec_lengths)





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      warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
    Downloading: "https://download.pytorch.org/torchaudio/models/wavernn_10k_epochs_8bits_ljspeech.pth" to /root/.cache/torch/hub/checkpoints/wavernn_10k_epochs_8bits_ljspeech.pth

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.. code-block:: default



    def plot(waveforms, spec, sample_rate):
        waveforms = waveforms.cpu().detach()

        fig, [ax1, ax2] = plt.subplots(2, 1)
        ax1.plot(waveforms[0])
        ax1.set_xlim(0, waveforms.size(-1))
        ax1.grid(True)
        ax2.imshow(spec[0].cpu().detach(), origin="lower", aspect="auto")
        return IPython.display.Audio(waveforms[0:1], rate=sample_rate)


    plot(waveforms, spec, vocoder.sample_rate)





.. image-sg:: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_003.png
   :alt: tacotron2 pipeline tutorial
   :srcset: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_003.png
   :class: sphx-glr-single-img



.. 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 293-301

Griffin-Lim Vocoder
~~~~~~~~~~~~~~~~~~~

Using the Griffin-Lim vocoder is same as WaveRNN. You can instantiate
the vocoder object with
:py:func:`~torchaudio.pipelines.Tacotron2TTSBundle.get_vocoder`
method and pass the spectrogram.


.. GENERATED FROM PYTHON SOURCE LINES 301-315

.. code-block:: default


    bundle = torchaudio.pipelines.TACOTRON2_GRIFFINLIM_PHONE_LJSPEECH

    processor = bundle.get_text_processor()
    tacotron2 = bundle.get_tacotron2().to(device)
    vocoder = bundle.get_vocoder().to(device)

    with torch.inference_mode():
        processed, lengths = processor(text)
        processed = processed.to(device)
        lengths = lengths.to(device)
        spec, spec_lengths, _ = tacotron2.infer(processed, lengths)
    waveforms, lengths = vocoder(spec, spec_lengths)





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

 .. code-block:: none

    /pytorch/audio/ci_env/lib/python3.10/site-packages/torch/nn/modules/transformer.py:306: UserWarning: enable_nested_tensor is True, but self.use_nested_tensor is False because encoder_layer.self_attn.batch_first was not True(use batch_first for better inference performance)
      warnings.warn(f"enable_nested_tensor is True, but self.use_nested_tensor is False because {why_not_sparsity_fast_path}")
    Downloading: "https://download.pytorch.org/torchaudio/models/tacotron2_english_phonemes_1500_epochs_ljspeech.pth" to /root/.cache/torch/hub/checkpoints/tacotron2_english_phonemes_1500_epochs_ljspeech.pth

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.. GENERATED FROM PYTHON SOURCE LINES 317-321

.. code-block:: default


    plot(waveforms, spec, vocoder.sample_rate)





.. image-sg:: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_004.png
   :alt: tacotron2 pipeline tutorial
   :srcset: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_004.png
   :class: sphx-glr-single-img



.. raw:: html

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" type="audio/wav" />
                        Your browser does not support the audio element.
                    </audio>
              
    </div>
    <br />
    <br />

.. GENERATED FROM PYTHON SOURCE LINES 322-329

Waveglow Vocoder
~~~~~~~~~~~~~~~~

Waveglow is a vocoder published by Nvidia. The pretrained weights are
published on Torch Hub. One can instantiate the model using ``torch.hub``
module.


.. GENERATED FROM PYTHON SOURCE LINES 329-353

.. code-block:: default


    # Workaround to load model mapped on GPU
    # https://stackoverflow.com/a/61840832
    waveglow = torch.hub.load(
        "NVIDIA/DeepLearningExamples:torchhub",
        "nvidia_waveglow",
        model_math="fp32",
        pretrained=False,
    )
    checkpoint = torch.hub.load_state_dict_from_url(
        "https://api.ngc.nvidia.com/v2/models/nvidia/waveglowpyt_fp32/versions/1/files/nvidia_waveglowpyt_fp32_20190306.pth",  # noqa: E501
        progress=False,
        map_location=device,
    )
    state_dict = {key.replace("module.", ""): value for key, value in checkpoint["state_dict"].items()}

    waveglow.load_state_dict(state_dict)
    waveglow = waveglow.remove_weightnorm(waveglow)
    waveglow = waveglow.to(device)
    waveglow.eval()

    with torch.no_grad():
        waveforms = waveglow.infer(spec)





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

 .. code-block:: none

    /pytorch/audio/ci_env/lib/python3.10/site-packages/torch/hub.py:293: UserWarning: You are about to download and run code from an untrusted repository. In a future release, this won't be allowed. To add the repository to your trusted list, change the command to {calling_fn}(..., trust_repo=False) and a command prompt will appear asking for an explicit confirmation of trust, or load(..., trust_repo=True), which will assume that the prompt is to be answered with 'yes'. You can also use load(..., trust_repo='check') which will only prompt for confirmation if the repo is not already trusted. This will eventually be the default behaviour
      warnings.warn(
    Downloading: "https://github.com/NVIDIA/DeepLearningExamples/zipball/torchhub" to /root/.cache/torch/hub/torchhub.zip
    /root/.cache/torch/hub/NVIDIA_DeepLearningExamples_torchhub/PyTorch/Classification/ConvNets/image_classification/models/common.py:13: UserWarning: pytorch_quantization module not found, quantization will not be available
      warnings.warn(
    /root/.cache/torch/hub/NVIDIA_DeepLearningExamples_torchhub/PyTorch/Classification/ConvNets/image_classification/models/efficientnet.py:17: UserWarning: pytorch_quantization module not found, quantization will not be available
      warnings.warn(
    /pytorch/audio/ci_env/lib/python3.10/site-packages/torch/nn/utils/weight_norm.py:28: UserWarning: torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.
      warnings.warn("torch.nn.utils.weight_norm is deprecated in favor of torch.nn.utils.parametrizations.weight_norm.")
    Downloading: "https://api.ngc.nvidia.com/v2/models/nvidia/waveglowpyt_fp32/versions/1/files/nvidia_waveglowpyt_fp32_20190306.pth" to /root/.cache/torch/hub/checkpoints/nvidia_waveglowpyt_fp32_20190306.pth




.. GENERATED FROM PYTHON SOURCE LINES 355-357

.. code-block:: default


    plot(waveforms, spec, 22050)



.. image-sg:: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_005.png
   :alt: tacotron2 pipeline tutorial
   :srcset: /tutorials/images/sphx_glr_tacotron2_pipeline_tutorial_005.png
   :class: sphx-glr-single-img



.. raw:: html

    <div class="output_subarea output_html rendered_html output_result">

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

   **Total running time of the script:** ( 1 minutes  17.877 seconds)


.. _sphx_glr_download_tutorials_tacotron2_pipeline_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: tacotron2_pipeline_tutorial.py <tacotron2_pipeline_tutorial.py>`

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

      :download:`Download Jupyter notebook: tacotron2_pipeline_tutorial.ipynb <tacotron2_pipeline_tutorial.ipynb>`


.. only:: html

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

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