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Microsoft Speech Recognition's Recognize method RRS feed

  • Question

  • Hi,

    I'm interested in how actually work the Recognize or RecognizeAsync method for a school project.  I did some research and I know how it works speech recognition and that there are acoustic and language model, but, although I think taht the implementation of the function isn't available, at least I wanted to know what is the basic idea of the function, like if it use neural network or HMM. If you have some suggestion please let me know

    Thank you for your attention,

    Riccardo Viola

    Friday, November 8, 2019 11:07 AM

Answers

  • Hi Riccardo,

    Thank you for posting here.

    Microsoft Speech Recognition is not an open source project, we can't know the ideas and algorithms that developers use.

    Here are some documents about speech recognition, hope these helpful.

    Introduction to Various Algorithms of Speech Recognition:Hidden Markov Model, Dynamic Time Warping and Artificial Neural Networks

    Deep Learning for Speech/Language Processing

    An Overview of Modern Speech Recognition

    Note: This response contains a reference to a third party World Wide Web site. Microsoft is providing this information as a convenience to you. Microsoft does not control these sites and has not tested any software or information found on these sites; Therefore, Microsoft cannot make any representations regarding the quality, safety, or suitability of any software or information found there. There are inherent dangers in the use of any software found on the Internet, and Microsoft cautions you to make sure that you completely understand the risk before retrieving any software from the Internet.

    Best Regards,

    Timon


    MSDN Community Support
    Please remember to click "Mark as Answer" the responses that resolved your issue, and to click "Unmark as Answer" if not. This can be beneficial to other community members reading this thread. If you have any compliments or complaints to MSDN Support, feel free to contact MSDNFSF@microsoft.com.

    • Marked as answer by Riccardo_Viola Monday, November 11, 2019 4:46 PM
    Monday, November 11, 2019 5:08 AM

All replies

  • Hi Riccardo,

    Thank you for posting here.

    Microsoft Speech Recognition is not an open source project, we can't know the ideas and algorithms that developers use.

    Here are some documents about speech recognition, hope these helpful.

    Introduction to Various Algorithms of Speech Recognition:Hidden Markov Model, Dynamic Time Warping and Artificial Neural Networks

    Deep Learning for Speech/Language Processing

    An Overview of Modern Speech Recognition

    Note: This response contains a reference to a third party World Wide Web site. Microsoft is providing this information as a convenience to you. Microsoft does not control these sites and has not tested any software or information found on these sites; Therefore, Microsoft cannot make any representations regarding the quality, safety, or suitability of any software or information found there. There are inherent dangers in the use of any software found on the Internet, and Microsoft cautions you to make sure that you completely understand the risk before retrieving any software from the Internet.

    Best Regards,

    Timon


    MSDN Community Support
    Please remember to click "Mark as Answer" the responses that resolved your issue, and to click "Unmark as Answer" if not. This can be beneficial to other community members reading this thread. If you have any compliments or complaints to MSDN Support, feel free to contact MSDNFSF@microsoft.com.

    • Marked as answer by Riccardo_Viola Monday, November 11, 2019 4:46 PM
    Monday, November 11, 2019 5:08 AM
  • Hi,

    Thank you very much for your response and for linking tose articles, I'll use them for sure to improve my knowledge about speech recognition. I knew that we can't know the details of how it works but I hoped so ahah. However your answer lets me to avoid other reaserches about that.

    Best Regards,

    Riccardo Viola

    Monday, November 11, 2019 4:45 PM