:orphan:

1D examples
===========

These scripts demonstrate the capabilities of the 1D scattering transform
class, ``Scattering1D``.



.. raw:: html

    <div class="sphx-glr-thumbnails">


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compute the scattering transform of a speech recording">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_plot_real_signal_thumb.png
    :alt: Compute the scattering transform of a speech recording

  :ref:`sphx_glr_gallery_1d_plot_real_signal.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Compute the scattering transform of a speech recording</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Plot the 1D wavelet filters">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_plot_filters_thumb.png
    :alt: Plot the 1D wavelet filters

  :ref:`sphx_glr_gallery_1d_plot_filters.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Plot the 1D wavelet filters</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Compute the scattering transform of a synthetic signal">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_plot_synthetic_thumb.png
    :alt: Compute the scattering transform of a synthetic signal

  :ref:`sphx_glr_gallery_1d_plot_synthetic.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Compute the scattering transform of a synthetic signal</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example we use the 1D scattering transform to represent spoken digits, which we then cl...">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_classif_keras_thumb.png
    :alt: Classification of spoken digit recordings

  :ref:`sphx_glr_gallery_1d_classif_keras.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Classification of spoken digit recordings</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="Reconstruct a synthetic signal from its scattering transform">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_reconstruct_torch_thumb.png
    :alt: Reconstruct a synthetic signal from its scattering transform

  :ref:`sphx_glr_gallery_1d_reconstruct_torch.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Reconstruct a synthetic signal from its scattering transform</div>
    </div>


.. raw:: html

    <div class="sphx-glr-thumbcontainer" tooltip="In this example we use the 1D scattering transform to represent spoken digits, which we then cl...">

.. only:: html

  .. image:: /gallery_1d/images/thumb/sphx_glr_plot_classif_torch_thumb.png
    :alt: Classification of spoken digit recordings

  :ref:`sphx_glr_gallery_1d_plot_classif_torch.py`

.. raw:: html

      <div class="sphx-glr-thumbnail-title">Classification of spoken digit recordings</div>
    </div>


.. raw:: html

    </div>


.. toctree::
   :hidden:

   /gallery_1d/plot_real_signal
   /gallery_1d/plot_filters
   /gallery_1d/plot_synthetic
   /gallery_1d/classif_keras
   /gallery_1d/reconstruct_torch
   /gallery_1d/plot_classif_torch


.. only:: html

  .. container:: sphx-glr-footer sphx-glr-footer-gallery

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

      :download:`Download all examples in Python source code: gallery_1d_python.zip </gallery_1d/gallery_1d_python.zip>`

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

      :download:`Download all examples in Jupyter notebooks: gallery_1d_jupyter.zip </gallery_1d/gallery_1d_jupyter.zip>`


.. only:: html

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

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