tfio.audio.AudioIOTensor
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AudioIOTensor
tfio.audio.AudioIOTensor(
filename, dtype=None
)
Used in the notebooks
Attributes |
|---|
dtype
|
Returns the dtype of elements in the tensor.
|
rate
|
The sample rate of the audio stream
|
shape
|
Returns the TensorShape that represents the shape of the tensor.
|
Methods
to_tensor
View source
to_tensor()
Converts this IOTensor into a tf.Tensor.
| Args |
|---|
name
|
A name prefix for the returned tensors (optional).
|
| Returns |
|---|
A Tensor with value obtained from this IOTensor.
|
__getitem__
View source
__getitem__(
key
)
Returns the specified piece of this IOTensor.
__len__
View source
__len__()
Returns the total number of items of this IOTensor.
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Last updated 2022-02-15 UTC.
[null,null,["Last updated 2022-02-15 UTC."],[],[],null,["# tfio.audio.AudioIOTensor\n\n\u003cbr /\u003e\n\n|------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/io/blob/v0.24.0/tensorflow_io/python/ops/audio_ops.py#L654-L747) |\n\nAudioIOTensor \n\n tfio.audio.AudioIOTensor(\n filename, dtype=None\n )\n\n### Used in the notebooks\n\n| Used in the tutorials |\n|--------------------------------------------------------------------------------------------|\n| - [Audio Data Preparation and Augmentation](https://www.tensorflow.org/io/tutorials/audio) |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|---------|--------------------------------------------------------------------|\n| `dtype` | Returns the `dtype` of elements in the tensor. |\n| `rate` | The sample `rate` of the audio stream |\n| `shape` | Returns the `TensorShape` that represents the shape of the tensor. |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `to_tensor`\n\n[View source](https://github.com/tensorflow/io/blob/v0.24.0/tensorflow_io/python/ops/audio_ops.py#L707-L716) \n\n to_tensor()\n\nConverts this `IOTensor` into a [`tf.Tensor`](https://www.tensorflow.org/api_docs/python/tf/Tensor).\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|--------|----------------------------------------------------|\n| `name` | A name prefix for the returned tensors (optional). |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ||\n|---|---|\n| A `Tensor` with value obtained from this `IOTensor`. ||\n\n\u003cbr /\u003e\n\n### `__getitem__`\n\n[View source](https://github.com/tensorflow/io/blob/v0.24.0/tensorflow_io/python/ops/audio_ops.py#L721-L743) \n\n __getitem__(\n key\n )\n\nReturns the specified piece of this IOTensor.\n\n### `__len__`\n\n[View source](https://github.com/tensorflow/io/blob/v0.24.0/tensorflow_io/python/ops/audio_ops.py#L745-L747) \n\n __len__()\n\nReturns the total number of items of this IOTensor."]]
View source on GitHub