TadGAN for Audio

[isaackargar]

Hey,

Thank you for the great library. Have you also tested tadgan on audio data? Or high frequency signals?

[sarahmish]

Hi @isaackargar, thanks for opening an issue in Orion!

We have not explicitly tested that domain, however, we did deal with high frequency data. The most important element in this setting is to set the interval value into a proper value. See our documentation. Typically for high frequency signals, we resort to aggregating values over a fixed interval to reduce the dimension. Based on the properties of your dataset you can choose which interval value is appropriate.