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Study on new vocal design focusing on naturally dehumanized singing

Research Project

Project/Area Number 16K12511
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Kansei informatics
Research InstitutionUniversity of Yamanashi

Principal Investigator

MORISE Masanori  山梨大学, 大学院総合研究部, 助教 (60510013)

Co-Investigator(Kenkyū-buntansha) 能勢 隆  東北大学, 工学研究科, 准教授 (90550591)
Project Period (FY) 2016-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords感性情報学 / 歌声情報処理 / 統計的歌声合成
Outline of Final Research Achievements

Vocal design algorithms for approximating the human singing have been proposed with the growth of commercial software such as VOCALOID. On the other hand, there are music contents by the dehumanized singing, and for this purpose, applications such as Auto-Tune are generally used to remove the human-like feature in singing.
This study proposes the vocal design algorithm to output the dehumanized and natural singing. In the proposed algorithm, we first proposed the speech analysis/synthesis algorithm. And then, we propose an algorithm for exaggerating several features such as fluctuation of fundamental frequency. We carried out subjective evaluations to verify the effectiveness of the proposed algorithm. The result suggests that the exaggeration can synthesize the singing with a certain level of naturalness and humanness.

Report

(3 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • Research Products

    (17 results)

All 2018 2017 2016 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results,  Open Access: 3 results) Presentation (12 results) (of which Int'l Joint Research: 3 results) Remarks (2 results)

  • [Journal Article] Sound quality comparison among high-quality vocoders by using re-synthesized speech2018

    • Author(s)
      M. Morise and Y. Watanabe
    • Journal Title

      Acoust. Sci. & Tech.

      Volume: 39 Pages: 263-265

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Low-dimensional representation of spectral envelope without deterioration for full-band speech analysis/synthesis system2017

    • Author(s)
      M. Morise, G. Miyashita, and K. Ozawa
    • Journal Title

      in Proc. INTERSPEECH 2017

      Volume: - Pages: 409-413

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Harvest: A high-performance fundamental frequency estimator from speech signals2017

    • Author(s)
      M. Morise
    • Journal Title

      in Proc. INTERSPEECH 2017

      Volume: - Pages: 2321-2325

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Time-series evaluation of men's preferences perceived from female speech2018

    • Author(s)
      T. Shono
    • Organizer
      NCSP 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 高品質音声符号化のためのスペクトル包絡・非周期性指標量子化の知覚的影響2018

    • Author(s)
      宮下玄太
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 演技発話による疲労の表現によって生じる音色変化の分析2018

    • Author(s)
      生野琢郎
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 高品質音声分析合成による各パラメータのフレームシフト幅が音質に与える影響2018

    • Author(s)
      宮下玄太
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2017 Annual Research Report
  • [Presentation] 楽譜情報のバランスを考慮したフレーズ選択の検討 ー歌声合成のための歌唱データベースの構築に向けてー2017

    • Author(s)
      本郷康貴, 能勢隆, 伊藤彰則
    • Organizer
      日本音響学会2017年春季研究発表会
    • Place of Presentation
      桐蔭横浜大学(神奈川県横浜市)
    • Year and Date
      2017-03-15
    • Related Report
      2016 Research-status Report
  • [Presentation] 誇張した時間的揺らぎが歌声の人間性知覚に与える影響2017

    • Author(s)
      森勢将雅
    • Organizer
      情報処理学会音楽情報科学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] フルバンド音声を対象とした音声分析合成システムに用いるスペクトル包絡の音質劣化のない低次元表現2017

    • Author(s)
      宮下玄太
    • Organizer
      情報処理学会音楽情報科学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 高品質音声分析合成を用いた基本周波数の実時間操作インタフェースの実装2017

    • Author(s)
      渡邊優介
    • Organizer
      情報処理学会音楽情報科学研究会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Spectral and pitch modeling with hybrid approach to singing voice synthesis using hidden semi-Markov model and deep neural network2016

    • Author(s)
      Hongo Kouki, Takashi Nose, Akinori Ito
    • Organizer
      ASA-ASJ joint meeting 2016
    • Place of Presentation
      Honolulu, Hawaii (USA)
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Effect of temporal fluctuation in speech on perception of humanness of synthesized speech2016

    • Author(s)
      Fumiya Yokomori, Masanori Morise, Kenji Ozawa
    • Organizer
      ASA-ASJ joint meeting 2016
    • Place of Presentation
      Honolulu, Hawaii (USA)
    • Year and Date
      2016-11-28
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 基本周波数とスペクトル包絡のゆらぎに着目した合成音声の人間性知覚に関する検討2016

    • Author(s)
      横森文哉,森勢将雅,小澤賢司
    • Organizer
      日本音響学会2016年秋季研究発表会
    • Place of Presentation
      富山大学(富山県富山市)
    • Year and Date
      2016-09-14
    • Related Report
      2016 Research-status Report
  • [Presentation] 音声分析合成システムWORLDにより実時間音声合成を実現するための拡張と実装例2016

    • Author(s)
      森勢将雅
    • Organizer
      情報処理学会音楽情報科学研究会
    • Place of Presentation
      東京理科大学(千葉県野田市)
    • Year and Date
      2016-07-30
    • Related Report
      2016 Research-status Report
  • [Remarks] 音声分析合成システムWORLD

    • URL

      http://www.kki.yamanashi.ac.jp/~mmorise/world/english/index.html

    • Related Report
      2017 Annual Research Report
  • [Remarks] 森勢将雅Homepage

    • URL

      http://ml.cs.yamanashi.ac.jp/

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2019-03-29  

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