Audio and acoustics
Video
Microsoft Soundscape – overview of Routes feature
Explainer of the new Routes feature in Soundscape on how it works and how to get the most out of it. Everything you ever wanted to know about creating and sharing a route. Explore and…
Video
Unsupervised Speech Enhancement
Speech enhancement systems are built to remove background noise and reverberation from speech signals. It can be applied in video conferencing systems, virtual assistants, hearing aids, mobile, smart home devices, etc…Conventional speech enhancement systems are…
Group
Shanghai AI/ML Group
The Shanghai AI/ML Group from MSRA Shanghai focuses on research areas related to machine learning and its application. For machine learning research, we are interested to fundamental deep learning techniques including neural network architecture design,…
Video
DIABLo: a Deep Individual-Agnostic Binaural Localizer
In this project, we have developed and studied a deep neural network-based individual-agnostic general-purpose binaural localizer (BL) for sound sources located at arbitrary directions on the $4\pi$ sphere. Unlike binaural localization models trained with an…
Project
Bioacoustics
Bioacoustics is a cross-disciplinary science that combines biology and acoustics. Usually, it refers to the investigation of sound production, dispersion and reception in animals (including humans). In our research lab, we collaborate with conservation organizations…
Dataset Source Code
Bird Acoustics RCNN
A deep learning approach towards the large-scale prediction and analysis of bird acoustics from 100 different bird species