all AI news
MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes. (arXiv:2205.09248v2 [cs.SD] UPDATED)
July 13, 2022, 1:11 a.m. | Anton Ratnarajah, Zhenyu Tang, Rohith Chandrashekar Aralikatti, Dinesh Manocha
cs.LG updates on arXiv.org arxiv.org
We propose a mesh-based neural network (MESH2IR) to generate acoustic impulse
responses (IRs) for indoor 3D scenes represented using a mesh. The IRs are used
to create a high-quality sound experience in interactive applications and audio
processing. Our method can handle input triangular meshes with arbitrary
topologies (2K - 3M triangles). We present a novel training technique to train
MESH2IR using energy decay relief and highlight its benefits. We also show that
training MESH2IR on IRs preprocessed using our proposed …
More from arxiv.org / cs.LG updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Senior AI Engineer, EdTech (Remote)
@ Lightci | Toronto, Ontario
Data Scientist for Salesforce Applications
@ ManTech | 781G - Customer Site,San Antonio,TX
AI Research Scientist
@ Gridmatic | Cupertino, CA
Data Engineer
@ Global Atlantic Financial Group | Boston, Massachusetts, United States
Machine Learning Engineer - Conversation AI
@ DoorDash | Sunnyvale, CA; San Francisco, CA; Seattle, WA; Los Angeles, CA