add doc for rnnt loss.

Author: vincentqb

docs/source/index.rst

@@ -39,6 +39,7 @@ The :mod:`torchaudio` package consists of I/O, popular datasets and common audio
    compliance.kaldi
    kaldi_io
    utils
+   transducer
 
 
 .. toctree::

docs/source/transducer.rst

@@ -0,0 +1,23 @@
+.. role:: hidden
+    :class: hidden-section
+
+torchaudio.prototype.transducer
+===============================
+
+.. currentmodule:: torchaudio.prototype.transducer
+
+.. note::
+
+    The RNN transducer loss is a prototype feature, see `here <https://pytorch.org/audio>`_ to learn more about the nomenclature. It is only available within the nightlies, and needs to be imported explicitly using: :code:`from torchaudio.prototype.transducer import rnnt_loss, RNNTLoss`.
+
+rnnt_loss
+---------
+
+.. autofunction:: rnnt_loss
+
+:hidden:`RNNTLoss`
+~~~~~~~~~~~~~~~~~~
+
+.. autoclass:: RNNTLoss
+
+  .. automethod:: forward