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The EmptyLatentAudio node creates an empty latent tensor for audio processing. It generates a blank audio latent representation with a specified duration and batch size, which can be used as a starting point for audio generation or processing workflows. The node automatically calculates the appropriate latent dimensions based on the audio duration and sample rate.

Inputs

ParameterData TypeRequiredRangeDescription
secondsFLOATYes1.0 - 1000.0The duration of the audio in seconds (default: 47.6)
batch_sizeINTYes1 - 4096The number of latent images in the batch (default: 1)

Outputs

Output NameData TypeDescription
LATENTLATENTReturns an empty latent tensor for audio processing with the specified duration and batch size. The tensor has a shape of [batch_size, 64, length], where length is calculated from the audio duration and sample rate. The output also includes metadata indicating the type is “audio” and a temporal downscale ratio of 2048.

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