![]() In fact, Microsoft open-sourced its training set earlier this year on GitHub “to advance the research community in that field.” While the first version is publicly available, Microsoft is actively working on extending the data sets. What machine learning now allows you to do is to create this big training set, with a lot of representative noises.” “You cannot estimate that in speech pauses. “That is not stationary,” Aichner explained. Going forward, Microsoft Teams will suppress non-stationary noises like a dog barking or somebody shutting a door. The traditional noise suppression method is to look for speech pauses, estimate the baseline of noise, assume that the continuous background noise doesn’t change over time, and filter it out. But that noise suppression covers stationary noise, such as a computer fan or air conditioner running in the background. Other communication tools and video conferencing apps have some form of noise suppression as well. Of course, noise suppression has existed in the Microsoft Teams, Skype, and Skype for Business apps for years. Additionally, how Microsoft built the feature is also instructive to other companies tapping machine learning. When it finally arrives, real-time background noise suppression will be a boon for businesses and households full of distracting noises. The company is leaning on its machine learning expertise to ensure AI features are one of its big differentiators. Microsoft is pushing Teams as the solution for businesses and consumers as part of its Microsoft 365 subscription suite. ![]() The use of collaboration and video conferencing tools is exploding as the coronavirus crisis forces millions to learn and work from home. But how exactly does it work? We talked to Robert Aichner, Microsoft Teams group program manager, to find out. AI will remove the background noise in real time so you can hear only speech on the call. How many times have you asked someone to mute themselves or to relocate from a noisy area? Real-time noise suppression will filter out someone typing on their keyboard while in a meeting, the rustling of a bag of chips (as you can see in the video above), and a vacuum cleaner running in the background. But one feature, real-time noise suppression, stood out - Microsoft demoed how the AI minimized distracting background noise during a call. The milestone overshadowed its unveiling of a few new features coming “later this year.” Most were straightforward: a hand-raising feature to indicate you have something to say, offline and low-bandwidth support to read chat messages and write responses even if you have poor or no internet connection, and an option to pop chats out into a separate window. Last month, Microsoft announced that Teams, its competitor to Slack, Facebook’s Workplace, and Google’s Hangouts Chat, had passed 44 million daily active users. Join leaders in Boston on March 27 for an exclusive night of networking, insights, and conversation.
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