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Asking Questions: an Innovative Way to Interact with Oral History Archives

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F23%3A43969529" target="_blank" >RIV/49777513:23520/23:43969529 - isvavai.cz</a>

  • Result on the web

    <a href="https://www.isca-speech.org/archive/interspeech_2023/svec23_interspeech.html" target="_blank" >https://www.isca-speech.org/archive/interspeech_2023/svec23_interspeech.html</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.21437/Interspeech.2023" target="_blank" >10.21437/Interspeech.2023</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Asking Questions: an Innovative Way to Interact with Oral History Archives

  • Original language description

    The paper describes our initial effort to use Transformer-based neural networks for understanding and presenting oral history archives. Such archives of interviews often contain large passages of the interviewee’s speech. Our approach automatically generates relevant questions, which enrich such monotonous parts and allows the listener to better orient in the interview. The generated questions also allow for finding interesting parts of the interview without changing the original meaning of the testimony. We present our working pipeline consisting of a Wav2Vec speech recognizer, BERT-based punctuation detection, T5 asking questions model and BERT-based semantic continuity model.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20205 - Automation and control systems

Result continuities

  • Project

    <a href="/en/project/GA22-27800S" target="_blank" >GA22-27800S: Transformers of multiple modalities for more natural spoken dialog</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2023

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

  • ISBN

  • ISSN

    2308-457X

  • e-ISSN

  • Number of pages

    2

  • Pages from-to

    3679-3680

  • Publisher name

    International Speech Communication Association

  • Place of publication

    New York

  • Event location

    Dublin, Ireland

  • Event date

    Aug 20, 2023

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article