2 papers
cs.SD2025
PromptReverb: Multimodal Room Impulse Response Generation Through Latent Rectified Flow Matching
Ali Vosoughi, Yongyi Zang, Qihui Yang +3
Room impulse response (RIR) generation remains a critical challenge for creating immersive virtual acoustic environments. Current methods suffer from two fundamental limitations: t…
cs.LG2025
Learning Interpretable Features in Audio Latent Spaces via Sparse Autoencoders
Nathan Paek, Yongyi Zang, Qihui Yang +1
While sparse autoencoders (SAEs) successfully extract interpretable features from language models, applying them to audio generation faces unique challenges: audio's dense nature r…