MICROSOFT IS SLOWLY PREPARING FOR FUTURE TRENDS
Over
the years, Microsoft is not only
interested in their familiar products like Windows, Windows Phone, Xbox,... but
also invests in research and development of AI (artificial intelligence).
Specifically,
over the past 20 years, Microsoft
has focused on developing voice recognition technology such as Cortana virtual
assistant, Skype Translator, and Oxford Speech APIs project. Microsoft researchers were the pioneers
in the use of Deep Neural Networks (DNNs) for the operation of voice
recognition. Earlier this year, Microsoft
has introduced CNTK open source
(Computational Network Toolkit) at ICASSP conference on April 2015.
CNTK
is a united calculating network system describing DNNs as a series of
calculations through a directed graph. Most popular computing nodes on the
graph have been predetermined, and thanks to the open-source license, users can
easily expand the note types to develop tools. With the combination of CNTK and
upcoming Azure GPU Lab, Microsoft
has a modern GPU platform that communities can use to promote AI research.
Since
their CNTK launch on April, Microsoft
has significantly improved memory efficiency of the engine with Azure GPU Lab.
The combination of CNTK and GPU Azure allows us to build and customize DNNs,
helping Cortana to identify the voices 10 times as fast as its previous systems.
CNTK is also used in other parts of Microsoft
to run several projects, such as classifying IMAGEnet and developing the model
to distinguish advanced contextual structures. High performance that CNTK provides
will affect the process of memorizing the data to your computer and the AI community.
Before
CNTK, Microsoft had put their faith
in SnapLogic. SnapLogic noticed that they received $ 37.5 million from
investors, including Microsoft, and
this amount has saved them from the brink of bankruptcy. With this new funding
stream, the capital of SnapLogic has risen about 90 million dollars and they can
continue to improve the products in 2016. SnapLogic announced a partnership
with Microsoft to support the
analysis of Cortana, also like working with HCL Technologies, the fourth
largest provider of India’s IT services to consult and implement services for
applications and integrating data.
Agent
in charge of Microsoft’s CNTK
Project said his department could fully meet the needs of companies to develop
CNTK, however they also wanted to share this resource with other researchers
who were working on developing advanced memory capacity of AI. That is why Microsoft
decided to provide CNTK as open source.
Obviously,
this is a very smart move by Microsoft,
they are holding the most powerful tool in the field, and the free provision to
the community will make researchers not think much to their personal interests but
devote and improve to help Microsoft.
Surely, there are also many researchers only hope to use the best tools to so
that they can freely serve their passions.
After
announcing IT, it seems that things have gradually become clear, Microsoft does not assume funding and
time to invest in a project that does not benefit anything. Apparently they
hope SnapLogic with cloud computing will help them easily popularize CNTK wider
to the community who will contribute to the development of Microsoft tools.
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