Google Duo Uses Machine Learning Algorithms To Improve Call Quality - PowerPoint PPT Presentation

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Google Duo Uses Machine Learning Algorithms To Improve Call Quality

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Google recently announced WaveNetEQ, a new PLC system that's aimed to improve the audio quality of Google Duo calls. As stated in the Google Duo ML blog, WaveNetEQ is a generative model based on DeepMind's WaveRNN technology that's trained with massive amounts of speech data. – PowerPoint PPT presentation

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Title: Google Duo Uses Machine Learning Algorithms To Improve Call Quality


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  • Session 1

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  • Ever since different technologies like Machine
    Learning emerged, we have seen a staggering
    improvement in the way things operate around us.
    Machine Learning has been found useful across
    different segments, and companies are using the
    same to come up with innovative products and
    ideas that will help you in making the best in
    the business. Machine Learning Expert work
    towards creating systems and software that can
    help machines perform based on the data. Machine
    Learning experts are required to prepare such an
    algorithm, which can make the machine work
    seamlessly.
  • Similar to other technologies, machine learning
    is also evolving, and you can find myriads of
    development taking place in this field. One such
    latest developer that surfaced recently is the
    use of ML by Google Duo. Yes, Google Duo is
    making use of a Machine Learning algorithm to
    improve the quality of calls. In this blog, we
    will be discussing this news.

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Google Duo Makes Use Of The ML Algorithm To
Improve The Quality Of Calls
  • Google Duo has been working towards providing the
    customer with a good experience while using its
    features. The company lays emphasis on improving
    its current app and updating the same to make it
    more useful for the people. Machine Learning has
    become an inevitable part of every organization,
    including Google, the company has deployed its
    machine learning experts to upgrade their apps
    and come up with new apps that will make the user
    experience better.
  • One of the unique features of this algorithm is
    that it is available in 48 different languages.
    As per Google, around 99 of the call experience
    packet loss, and with this technology, they can
    easily overcome this problem. The objective of
    this program is to ensure that the app works
    efficiently and provides the customer with value
    for money.

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  • Google Duo is widely used by the people, but to
    make it more advanced and workable, the company
    has introduced a new modification in the same.
    Google is making some alterations with the Google
    Duo working using a machine learning algorithm.
    With this new algorithm, it will make up for the
    loss packet of data. The technology they are
    using is WaveNetEQ. This advanced technology will
    adjudge the glitches while you make a video call
    or voice call like, sometimes over the video call
    the audio seems to be garbled, or you may notice
    some blank spots on the screen, at this moment,
    the data is being consumed but is not of any use
    for the user. With this new technology, the
    company aims to work on the loss data and replace
    it. Thus, enhancing customer experience.

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Why So Much Buzz About Machine Learning?
  • Well, if you are in the field of technology, then
    you would be coming across Machine Learning and
    implementation daily. As a matter of fact, the
    companies are aggressively investing in using
    Machine Learning to improve their performance and
    make their apps or software work more
    efficiently.
  • As per the report of Zion Market, the spending on
    machine learning is going to increase from 1.58
    billion in 2017 to 20.83 billion in 2024. CAGR
    growth is expected to be over 44.

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  • Zion Markets research says that the
    proliferation of data and technological
    advancements are the key factors for the uptake
    and growth of machine learning across different
    industries.
  • Companies need skilled and proficient ml
    certification experts who can bring in innovative
    changes in the current model of business
    operations. The objective is to make the system
    more efficient and free from vulnerabilities.
    Machine learning works on an algorithm that is
    prepared using the data. This data is formed as
    the base to derive useful information. Based on
    this, the machine learning algorithm is prepared.

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Here are some of the quick facts about the
greater adaptability of machine learning
  • Around 75 of the Netflix user select film
    recommend to them by Netflixs machine learning
    algorithm
  • The global Machine Learning market is expected to
    see a CAGR of 44.06 between 2017 and 2024.
  • It is expected that the global machine learning
    market will be 30.6B in four years.
  • With these whopping numbers, you can say that the
    growth of machine learning will pave the way for
    the demand of proficient machine learning
    experts. And hence, if you are looking for a
    lucrative career option, then consider taking
    machine learning certification.

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Our Role
  • Global Tech Council is a profound name when it
    comes to online certification courses. We provide
    online Machine learning certification that
    incorporates all the details of machine learning.
    This is a comprehensive course wherein you will
    learn about the basics of machine learning, its
    use cases, and implementation. After the
    successful completion of machine learning
    certification, you will become a machine learning
    expert and thus hold a better job and growth
    prospects.
  • Machine Learning is going to become more
    prominent in the times to come, and with ML
    certification, you can surely become a part of a
    prosperous industry.

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