Audio and acoustics
Tool
Blue whale acoustics
The goal of this project is to use audio recordings and corresponding annotations to build an automatic classifier for calls from four different species of blue whales, and to estimate the total number of calls…
Video
Microsoft Soundscape – an Illustrated Demonstration
A short, illustrated video explaining what Soundscape is, the different features it has, how they work, and how you can use it in your everyday life.
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…
