Pith. sign in

Title resolution pending

EXPERIMENT In this section, we validate our theoretical findings, close the gaps left out by theory with empirical results

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
browse 1 citing papers

Title metadata for this work has not finished resolving. The hub is built from the citation graph; the title resolver retries DOI and OpenAlex on its next pass.

fields

cs.SD 1

years

2025 1

verdicts

CONDITIONAL 1

representative citing papers

A Fourier Explanation of AI-music Artifacts

cs.SD · 2025-06-23 · conditional · novelty 6.0

Zero-upsampling in audio generators replicates the low-frequency spectrum at fixed intervals, creating architecture-dependent spectral peaks that enable a simple, interpretable detector for AI-generated music.

citing papers explorer

Showing 1 of 1 citing paper.

  • A Fourier Explanation of AI-music Artifacts cs.SD · 2025-06-23 · conditional · none · ref 4

    Zero-upsampling in audio generators replicates the low-frequency spectrum at fixed intervals, creating architecture-dependent spectral peaks that enable a simple, interpretable detector for AI-generated music.