Audio and acoustics
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…
Video
Decoding Multisensory Attention from Electroencephalography for Use in a Brain-Computer Interface
Brain-computer interfaces (BCIs) offer a non-verbal and covert way for humans to interact with a machine. They are designed to interpret user’s brain state that can be translated into action or other communication purposes. While…
Video
Supervised Deep Hashing for Efficient Audio Retrieval [Video]
Audio Event Classification (AEC) is defined as the inherent ability of machines to assign a semantic label to a given audio segment. In spite of multiple efforts in learning better and robust audio representations (or…
Video
Highly Conductive Flexible Sensor Integrated With Personal Devices For Practical Bio-Signal Measure
Highly Conductive and Flexible Sensor Integrated With Personal Devices For Practical Bio-Signal Measurement and Applications Electrophysiological (EP) signal such as electroencephalogram (EEG) and electrocardiography (ECG) is one of most important and widely used noninvasive method…
