TensorFlow I / O
import tensorflow as tf
import tensorflow_io as tfio
path = tf.keras.utils.get_file('setero.wav', 'https://upload.wikimedia.org/wikipedia/commons/e/ef/Bach_C_minor_Passacaglia_variation_with_ostinato_in_treble.wav')
# Open the file as a `tf.data.Dataset`
audio_ds = tfio.IODataset.from_audio(path)
# => <AudioIODataset shapes: (2,), types: tf.int16>
# Or as a virtual Tensor that loads what's needed.
audio_io = tfio.IOTensor.from_audio(path)
# => <AudioIOTensor: spec=TensorSpec(shape=(880640, 2), dtype=tf.int16, name=None), rate=44100>
slice = audio_io[:1024]
.dll
TensorFlow I / O adalah kumpulan sistem file dan format file yang tidak tersedia di dukungan bawaan TensorFlow.
Ini menyediakan ekstensi Set Data, streaming, dan sistem file ekstra yang berguna, dan dikelola oleh TensorFlow SIG-IO.