STFT Frontend Mismatch in Pretrained Audio Spectrogram Transformers: Analysis and Adaptation

arXiv:2610.34533 · cs.SD · Submitted 2026-10-25 · Read on arXiv

cs.SD

Submitted: 2026-10-25

Updated: 2026-10-25

Terminology

• Transformer — 1× in this paper · explained in 2 episodes
• Transformers — 1× in this paper · explained in 2 episodes

Related papers

• Few-Shot Open-Set Audio Classification via Transductive Prototype Refinement and Class Logit Enhancement
• Spectral Masking and Interpolation Attack (SMIA): A Black-box Adversarial Attack against Voice Authentication and Anti-Spoofing Systems
• Remix the Timbre: Diffusion-Based Style Transfer Across Polyphonic Stems
• Harmonic Representations in Symbolic Music Transformers are Localized and Controllable
• AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
• SoundWeaver: Compositional Warm-Starting for Text-to-Audio Diffusion Serving