Audio and acoustics
Publication
Sentiment Detection from ASR Output
Video
Efficient and Perceptually Plausible 3-D Sound For Virtual Reality
Due to the high computational cost of rendering 3-D graphics for virtual reality, 3-D sound rendering is typically limited to a small fraction of the total compute power. At the same time, it should be…
Video
Acoustic Texture Rendering for Extended Sources in Complex Scenes
Supplementary technical video for SIGGRAPH Asia 2019 paper.
Project
Project Soundscape
Project Soundscape is a research project that explores the use of innovative audio-based technology to enable people, particularly those with blindness or low vision, to build a richer awareness of their surroundings, thus becoming more…
Video
Real-time Single-channel Speech Enhancement with Recurrent Neural Networks
Single-channel speech enhancement using deep neural networks (DNNs) has shown promising progress in recent years. In this work, we explore several aspects of neural network training that impact the objective quality of enhanced speech in…
