2-Dimensional spectral gating for denoising bioacoustics recordings

arXiv:2609.37910 · cs.SD, q-bio.QM · Submitted 2026-09-29 · Read on arXiv

cs.SD, q-bio.QM

Submitted: 2026-09-29

Updated: 2026-09-29

Code: https://github.com/RolnickLab/bioacoustics_denoising

Terminology

• Benchmark — 2× in this paper · explained in 2 episodes
• Compute Short-Time Fourier Transform — 1× in this paper
• Generalization — 1× in this paper · explained in 13 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
• 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
• WASIL: In-the-Wild Arabic Spoken Interactions with LLMs
• Efficient Audiovisual Speech Processing via MUTUD: Multimodal Training and Unimodal Deployment