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yxlu-0102 avatar yxlu-0102 commented on August 26, 2024

Yes, our code randomly selects 2-second audio segments for training purposes, while during validation, it retains the complete audio.

If you also slice the audio during validation, it doesn't affect the training process.
However, the metrics you observe on the validation set at this point may not be the complete metrics.

Additionally, when making inferences, we recommend using the complete audio segment.
If your GPU memory is insufficient, you can slice the long audio into segments for inference and then concatenate the obtained audio segments together.
But we cannot guarantee that the final metrics will be exactly the same as before.

from mp-senet.

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