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+### `tf.audio_summary(*args, **kwargs)` {#audio_summary}
+
+Outputs a `Summary` protocol buffer with audio. (deprecated)
+
+THIS FUNCTION IS DEPRECATED. It will be removed after 2016-11-30.
+Instructions for updating:
+Please switch to tf.summary.audio. Note that tf.summary.histogram uses the node name instead of the tag. This means that TensorFlow will automatically de-duplicate summary names based on the scope they are created in.
+
+  The summary has up to `max_outputs` summary values containing audio. The
+  audio is built from `tensor` which must be 3-D with shape `[batch_size,
+  frames, channels]` or 2-D with shape `[batch_size, frames]`. The values are
+  assumed to be in the range of `[-1.0, 1.0]` with a sample rate of
+  `sample_rate`.
+
+  The `tag` argument is a scalar `Tensor` of type `string`.  It is used to
+  build the `tag` of the summary values:
+
+  *  If `max_outputs` is 1, the summary value tag is '*tag*/audio'.
+  *  If `max_outputs` is greater than 1, the summary value tags are
+     generated sequentially as '*tag*/audio/0', '*tag*/audio/1', etc.
+
+  Args:
+    tag: A scalar `Tensor` of type `string`. Used to build the `tag`
+      of the summary values.
+    tensor: A 3-D `float32` `Tensor` of shape `[batch_size, frames, channels]`
+      or a 2-D `float32` `Tensor` of shape `[batch_size, frames]`.
+    sample_rate: A Scalar `float32` `Tensor` indicating the sample rate of the
+      signal in hertz.
+    max_outputs: Max number of batch elements to generate audio for.
+    collections: Optional list of ops.GraphKeys.  The collections to add the
+      summary to.  Defaults to [ops.GraphKeys.SUMMARIES]
+    name: A name for the operation (optional).
+
+  Returns:
+    A scalar `Tensor` of type `string`. The serialized `Summary` protocol
+    buffer.
+