pipelines.rst

torchaudio.pipelines
====================

.. currentmodule:: torchaudio.pipelines

The pipelines subpackage contains API to access the models with pretrained weights, and information/helper functions associated the pretrained weights.

wav2vec 2.0 / HuBERT - Representation Learning
----------------------------------------------

.. autoclass:: Wav2Vec2Bundle
   :members: sample_rate

   .. automethod:: get_model

WAV2VEC2_BASE
~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_BASE
      :no-value:

WAV2VEC2_LARGE
~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_LARGE
      :no-value:

WAV2VEC2_LARGE_LV60K
~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_LARGE_LV60K
      :no-value:


WAV2VEC2_XLSR53
~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_XLSR53
      :no-value:

HUBERT_BASE
~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: HUBERT_BASE
      :no-value:

HUBERT_LARGE
~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: HUBERT_LARGE
      :no-value:

HUBERT_XLARGE
~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: HUBERT_XLARGE
      :no-value:

wav2vec 2.0 / HuBERT - Fine-tuned ASR
-------------------------------------

.. autoclass:: Wav2Vec2ASRBundle
   :members: sample_rate

   .. automethod:: get_model

   .. automethod:: get_labels


WAV2VEC2_ASR_BASE_10M
~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_BASE_10M
      :no-value:

WAV2VEC2_ASR_BASE_100H
~~~~~~~~~~~~~~~~~~~~~~
      
.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_BASE_100H
      :no-value:

WAV2VEC2_ASR_BASE_960H
~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_BASE_960H
      :no-value:

WAV2VEC2_ASR_LARGE_10M
~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_10M
      :no-value:

WAV2VEC2_ASR_LARGE_100H
~~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_100H
      :no-value:

WAV2VEC2_ASR_LARGE_960H
~~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_960H
      :no-value:

WAV2VEC2_ASR_LARGE_LV60K_10M
~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_LV60K_10M
      :no-value:

WAV2VEC2_ASR_LARGE_LV60K_100H
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_LV60K_100H
      :no-value:

WAV2VEC2_ASR_LARGE_LV60K_960H
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: WAV2VEC2_ASR_LARGE_LV60K_960H
      :no-value:

HUBERT_ASR_LARGE
~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: HUBERT_ASR_LARGE
      :no-value:

HUBERT_ASR_XLARGE
~~~~~~~~~~~~~~~~~

.. container:: py attribute

   .. autodata:: HUBERT_ASR_XLARGE
      :no-value:

References
----------

.. footbibliography::