GONG.io Ltd. (20240257804). LANGUAGE MODEL CUSTOMIZATION TECHNIQUES AND APPLICATIONS THEREOF simplified abstract

From WikiPatents
Jump to navigation Jump to search

LANGUAGE MODEL CUSTOMIZATION TECHNIQUES AND APPLICATIONS THEREOF

Organization Name

GONG.io Ltd.

Inventor(s)

Ruth Aloni-lavi of Raanana (IL)

LANGUAGE MODEL CUSTOMIZATION TECHNIQUES AND APPLICATIONS THEREOF - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240257804 titled 'LANGUAGE MODEL CUSTOMIZATION TECHNIQUES AND APPLICATIONS THEREOF

The patent application describes a system and method for automated speech recognition using customized language models.

  • Identifying words from content related to a specific use case.
  • Adjusting a language model based on these words to create a customized language model.
  • Applying the customized language model to audio content to predict language outputs.
  • Determining speech recognition outputs based on the predictions of the customized language model.
    • Key Features and Innovation:**
  • Customized language models tailored to specific use cases.
  • Improved accuracy in speech recognition through adjusting language models.
  • Application of customized language models to audio content for speech recognition.
    • Potential Applications:**
  • Speech-to-text transcription services.
  • Virtual assistants and chatbots.
  • Call center automation.
    • Problems Solved:**
  • Enhancing the accuracy of speech recognition systems.
  • Improving the performance of language models in specific use cases.
  • Streamlining the process of creating customized language models.
    • Benefits:**
  • Increased efficiency in speech recognition tasks.
  • Enhanced user experience in voice-controlled applications.
  • Customized language models for better accuracy in specialized domains.
    • Commercial Applications:**

Automated Speech Recognition Technology for Enhanced User Experience and Efficiency

    • Prior Art:**

Prior research in the field of speech recognition systems and language modeling.

    • Frequently Updated Research:**

Ongoing advancements in machine learning algorithms for speech recognition and natural language processing.

    • Questions about Automated Speech Recognition using Customized Language Models:**

1. How does the customization of language models improve speech recognition accuracy? 2. What are the potential limitations of using customized language models in speech recognition systems?


Original Abstract Submitted

a system and method for automated speech recognition using customized language models. a method includes identifying a plurality of words among first content, wherein the first content corresponds to a use case; adjusting a language model based on the plurality of words in order to create a customized language model, wherein the customized language model is configured to output language predictions when applied to features extracted from audio content, wherein the language model is adjusted to increase a likelihood that the language model outputs the plurality of words as language predictions; applying the customized language model to second content in order to determine a plurality of outputs of the customized language model, wherein the second content is audio content corresponding to the use case; and determining speech recognition outputs based on the plurality of outputs of the customized language model.

Retrieved from "http://wikipatents.org/index.php?title=GONG.io_Ltd._(20240257804)._LANGUAGE_MODEL_CUSTOMIZATION_TECHNIQUES_AND_APPLICATIONS_THEREOF_simplified_abstract&oldid=210334"