Computer-based speech analysis

  • Deep learning-based speech analysis for Alzheimer's disease

    Speech analytics is the process of analyzing voice recordings or live customer calls to contact centers with speech recognition software to find useful information and provide quality assurance.
    Speech analytics software identifies words and analyzes audio patterns to detect emotions and stress in a speaker's voice..

  • What is automated speech analysis?

    Speech analytics is a contact center intelligence tool that uses technologies like automatic speech recognition, audio analysis, natural language processing, and data visualization to convert raw files of audio recordings into intelligible information..

  • Speech analysis examines the elements that make up an effective speech.
    It involves identifying the target audience and purpose of the speech, assessing how the speech connects to that audience and evaluating the purpose of a speaker's rhetorical choices (the choices of wording, style, or type of evidence).
  • Speech analysis is the process of analyzing the speech signal to obtain relevant information of the signal in a more compact form than the speech signal itself.
Computer-assisted automated analysis of speech/silence segments demonstrated the potential to reflect the intrinsic linguistic impairment associated with 

Can speech and language processing be used in large-scale experiments?

The speech and language sciences have a long history, but it is only relatively recently that large-scale implementation of and experimentation with complex models of speech and language processing has become feasible.

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What are the benefits of computerized language sample analysis?

The benefit of computerized language sample analysis is the calculation of quantitative measures of children's language production.
These most often include:

  • measures of utterance length
  • productivity
  • vocabulary diversity
  • and grammatical accuracy.
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    What is computer speech & language?

    Computer Speech & Language publishes reports of original research related to the recognition, understanding, production, coding and mining of speech and language.
    The speech and language sciences have a long history, but it is only relatively recently that large-scale implementation of and … Bin Li, ..
    Hanjun Deng Siyuan Feng, ..

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    What is computer-assisted language sample analysis?

    Taken together, computer-assisted language sample analysis is a relatively quick way to gain quantitative information about children's everyday language functioning within the realities of clinical practice, complementing other more commonly used approaches.

    Stochastic semantic analysis is an approach used in computer science as a semantic component of natural language understanding.

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