Speech Transduction Based on Linguistic Content

Peter Juel Henrichsen, Thomas Ulrich Christiansen

    Research output: Contribution to conferencePaperResearchpeer-review

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    Abstract

    Digital hearing aids use a variety of advanced digital signal processing methods in order to improve speech intelligibility. These methods are based on knowledge about the acoustics outside the ear as well as psychoacoustics. This paper investigates the recent observation that speech elements with a high degree of information can be robustly identified based on basic acoustic properties, i.e., function words have greater spectral tilt than content words for each of the 18 Danish talkers investigated. In this paper we examine these spectral tilt differences as a function of time based on a speech material six times the
    duration of previous investigations. Our results show that the correlation of spectral tilt with information content is relatively constant across time, even if averaged across talkers. This indicates that it is possible to devise a robust method for estimating information density in the speech signal based on
    computationally simple short-term band-level differences. The principle described here has the potential to improve speech transduction in hearing aids and cochlear implants. In addition, the concept of information-based speech transduction may also be applicable in automatic speech recognition systems.
    Original languageEnglish
    Publication date2012
    Number of pages4
    Publication statusPublished - 2012
    Event Joint Baltic-Nordic Acoustics Meeting 2012 - University of Southern Denmark, Odense, Denmark
    Duration: 18 Jun 201220 Jun 2012
    http://www.bnam2012.com/index.php

    Conference

    Conference Joint Baltic-Nordic Acoustics Meeting 2012
    LocationUniversity of Southern Denmark
    CountryDenmark
    CityOdense
    Period18/06/201220/06/2012
    Internet address

    Cite this

    Juel Henrichsen, P., & Christiansen, T. U. (2012). Speech Transduction Based on Linguistic Content. Paper presented at Joint Baltic-Nordic Acoustics Meeting 2012, Odense, Denmark.
    Juel Henrichsen, Peter ; Christiansen, Thomas Ulrich. / Speech Transduction Based on Linguistic Content. Paper presented at Joint Baltic-Nordic Acoustics Meeting 2012, Odense, Denmark.4 p.
    @conference{17f4e03d62a7422aa0b204ded20423ef,
    title = "Speech Transduction Based on Linguistic Content",
    abstract = "Digital hearing aids use a variety of advanced digital signal processing methods in order to improve speech intelligibility. These methods are based on knowledge about the acoustics outside the ear as well as psychoacoustics. This paper investigates the recent observation that speech elements with a high degree of information can be robustly identified based on basic acoustic properties, i.e., function words have greater spectral tilt than content words for each of the 18 Danish talkers investigated. In this paper we examine these spectral tilt differences as a function of time based on a speech material six times theduration of previous investigations. Our results show that the correlation of spectral tilt with information content is relatively constant across time, even if averaged across talkers. This indicates that it is possible to devise a robust method for estimating information density in the speech signal based oncomputationally simple short-term band-level differences. The principle described here has the potential to improve speech transduction in hearing aids and cochlear implants. In addition, the concept of information-based speech transduction may also be applicable in automatic speech recognition systems.",
    author = "{Juel Henrichsen}, Peter and Christiansen, {Thomas Ulrich}",
    year = "2012",
    language = "English",
    note = "null ; Conference date: 18-06-2012 Through 20-06-2012",
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    Juel Henrichsen, P & Christiansen, TU 2012, 'Speech Transduction Based on Linguistic Content' Paper presented at, Odense, Denmark, 18/06/2012 - 20/06/2012, .

    Speech Transduction Based on Linguistic Content. / Juel Henrichsen, Peter; Christiansen, Thomas Ulrich.

    2012. Paper presented at Joint Baltic-Nordic Acoustics Meeting 2012, Odense, Denmark.

    Research output: Contribution to conferencePaperResearchpeer-review

    TY - CONF

    T1 - Speech Transduction Based on Linguistic Content

    AU - Juel Henrichsen, Peter

    AU - Christiansen, Thomas Ulrich

    PY - 2012

    Y1 - 2012

    N2 - Digital hearing aids use a variety of advanced digital signal processing methods in order to improve speech intelligibility. These methods are based on knowledge about the acoustics outside the ear as well as psychoacoustics. This paper investigates the recent observation that speech elements with a high degree of information can be robustly identified based on basic acoustic properties, i.e., function words have greater spectral tilt than content words for each of the 18 Danish talkers investigated. In this paper we examine these spectral tilt differences as a function of time based on a speech material six times theduration of previous investigations. Our results show that the correlation of spectral tilt with information content is relatively constant across time, even if averaged across talkers. This indicates that it is possible to devise a robust method for estimating information density in the speech signal based oncomputationally simple short-term band-level differences. The principle described here has the potential to improve speech transduction in hearing aids and cochlear implants. In addition, the concept of information-based speech transduction may also be applicable in automatic speech recognition systems.

    AB - Digital hearing aids use a variety of advanced digital signal processing methods in order to improve speech intelligibility. These methods are based on knowledge about the acoustics outside the ear as well as psychoacoustics. This paper investigates the recent observation that speech elements with a high degree of information can be robustly identified based on basic acoustic properties, i.e., function words have greater spectral tilt than content words for each of the 18 Danish talkers investigated. In this paper we examine these spectral tilt differences as a function of time based on a speech material six times theduration of previous investigations. Our results show that the correlation of spectral tilt with information content is relatively constant across time, even if averaged across talkers. This indicates that it is possible to devise a robust method for estimating information density in the speech signal based oncomputationally simple short-term band-level differences. The principle described here has the potential to improve speech transduction in hearing aids and cochlear implants. In addition, the concept of information-based speech transduction may also be applicable in automatic speech recognition systems.

    M3 - Paper

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    Juel Henrichsen P, Christiansen TU. Speech Transduction Based on Linguistic Content. 2012. Paper presented at Joint Baltic-Nordic Acoustics Meeting 2012, Odense, Denmark.