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An Enhanced Electrolarynx with Automatic Fundamental Frequency Control based on Statistical Prediction

Published: 26 October 2015 Publication History

Abstract

An electrolarynx is a type of speaking aid device which is able to mechanically generate excitation sounds to help laryngectomees produce electrolaryngeal (EL) speech. Although EL speech is quite intelligible, its naturalness suffers from monotonous fundamental frequency patterns of the mechanical excitation sounds. To make it possible to generate more natural excitation sounds, we have proposed a method to automatically control the fundamental frequency of the sounds generated by the electrolarynx based on a statistical prediction model, which predicts the fundamental frequency patterns from the produced EL speech in real-time. In this paper, we develop a prototype system by implementing the proposed control method in an actual, physical electrolarynx and evaluate its performance.

References

[1]
K. Tanaka, T. Toda, G. Neubig, S. Sakti, and S. Nakamura, "Direct F_0 control of an electrolarynx based on statistical excitation feature prediction and its evaluation through simulation," in Proc. INTERSPEECH, Sep 2014.
[2]
T. Toda, T. Muramatsu, and H. Banno, "Implementation of computationally efficient real-time voice conversion." in Proc. INTERSPEECH, Sep 2012.
[3]
M. Abe, Y. Sagisaka, T. Umeda, and H. Kuwabara, "Speech database," ATR Technical Report, TR-I-0166, Sep 1990.

Cited By

View all
  • (2022)Development of a Hands-free Electrolarynx for Obtaining a Human-like Voice using the LPC Residual Wave線形予測法(LPC)残差波を用いて自然発声に近い音声を得るハンズフリー型電気式人工喉頭の開発IEEJ Transactions on Fundamentals and Materials10.1541/ieejfms.142.390142:9(390-396)Online publication date: 1-Sep-2022
  • (2022)Hands-Free Wearable Electrolarynx using Linear Predictive Coding Residual Waves and Listening EvaluationAdvanced Biomedical Engineering10.14326/abe.11.6811(68-75)Online publication date: 2022
  • (2022)Development of a hands‐free electrolarynx for obtaining a human‐like voice using the LPC residual waveElectrical Engineering in Japan10.1002/eej.23409215:4Online publication date: 18-Oct-2022
  • Show More Cited By

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Published In

cover image ACM Conferences
ASSETS '15: Proceedings of the 17th International ACM SIGACCESS Conference on Computers & Accessibility
October 2015
466 pages
ISBN:9781450334006
DOI:10.1145/2700648
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2015

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  • Demonstration

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  • JSPS KAKENHI

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ASSETS '15
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ASSETS '15 Paper Acceptance Rate 30 of 127 submissions, 24%;
Overall Acceptance Rate 436 of 1,556 submissions, 28%

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Cited By

View all
  • (2022)Development of a Hands-free Electrolarynx for Obtaining a Human-like Voice using the LPC Residual Wave線形予測法(LPC)残差波を用いて自然発声に近い音声を得るハンズフリー型電気式人工喉頭の開発IEEJ Transactions on Fundamentals and Materials10.1541/ieejfms.142.390142:9(390-396)Online publication date: 1-Sep-2022
  • (2022)Hands-Free Wearable Electrolarynx using Linear Predictive Coding Residual Waves and Listening EvaluationAdvanced Biomedical Engineering10.14326/abe.11.6811(68-75)Online publication date: 2022
  • (2022)Development of a hands‐free electrolarynx for obtaining a human‐like voice using the LPC residual waveElectrical Engineering in Japan10.1002/eej.23409215:4Online publication date: 18-Oct-2022
  • (2017)Design and Evaluation of a Mechanically Driven Artificial Speech DeviceJournal of Medical Devices10.1115/1.403822212:1(011002)Online publication date: 9-Nov-2017
  • (2016)Real-time vibration control of an electrolarynx based on statistical F0 contour prediction2016 24th European Signal Processing Conference (EUSIPCO)10.1109/EUSIPCO.2016.7760465(1333-1337)Online publication date: Aug-2016

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