Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark

arXiv:2403.18821v1 Announce Type: cross
Abstract: We present a new dataset called Real Acoustic Fields (RAF) that captures real acoustic room data from multiple modalities. The dataset includes high-quality and densely captured room impulse response data paired with multi-view images, and precise 6DoF pose tracking data for sound emitters and listeners in the rooms. We used this dataset to evaluate existing methods for novel-view acoustic synthesis and impulse response generation which previously relied on synthetic data. In our evaluation, we thoroughly …

acoustics arxiv audio benchmark cs.cv cs.mm cs.sd dataset eess.as fields room type visual