The only interpolation that is part of the digital audio standard is when it is used for error correction.
There’s no interpolation happening when performing error correction since there’s no ’guessing’. The proper bits are either recovered or the data stream is so corrupted that some errors remain. In the latter case, the player may mute the output or cease playback.
Interpolation is required whenever you increase the sampling rate in digital audio. Most DACs these days, whether some form of multibit resistor ladder or the sigma delta variety, increase the sampling rate to net several benefits such as reducing or ’shaping’ quantization noise or relaxing the design requirements for the analog reconstruction filter.
Here is a great tutorial on oversampling / upsampling and interpolation from Analog Devices:
https://www.analog.com/media/ru/training-seminars/tutorials/MT-017.pdf
dspGuru also has some great information on interpolation:
https://dspguru.com/dsp/faqs/multirate/interpolation/