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Research on communication support technology for persons with articulation disorders using multiple modalities

Research Project

Project/Area Number 17H01995
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Educational technology
Research InstitutionKobe University

Principal Investigator

TAKIGUCHI Tetsuya  神戸大学, 都市安全研究センター, 教授 (40397815)

Co-Investigator(Kenkyū-buntansha) 高田 哲  神戸大学, 保健学研究科, 名誉教授 (10216658)
陳 金輝  県立広島大学, 地域創生学部, 准教授 (50777810)
中井 靖  宮崎大学, 教育学部, 教授 (80462050)
山本 暁生  神戸大学, 保健学研究科, 特命助教 (30758842)
Project Period (FY) 2017-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥17,160,000 (Direct Cost: ¥13,200,000、Indirect Cost: ¥3,960,000)
Fiscal Year 2020: ¥3,380,000 (Direct Cost: ¥2,600,000、Indirect Cost: ¥780,000)
Fiscal Year 2019: ¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2018: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2017: ¥6,630,000 (Direct Cost: ¥5,100,000、Indirect Cost: ¥1,530,000)
Keywordsヒューマン・インターフェース / 音声等認識
Outline of Final Research Achievements

In this study, we focused on three subjects with respect to communication assistive technologies for persons with articulation disorders. (1) For automatic speech recognition, we proposed an end-to-end system using multiple speech databases. (2) For speech synthesis, we proposed a hybrid approach, using two models of a physically unimpaired person and a person with an articulation disorder to generate an intelligible voice while preserving the speaker’s individuality. (3) For multi-modal speech recognition, we proposed unsupervised domain adaptation to lip reading.

Academic Significance and Societal Importance of the Research Achievements

近年,スマートスピーカーなど音声を用いた端末入力サービスが発表されている.しかしこれらのサービスでは,明瞭な発話ができる人を対象としており,発話困難者には対応していない.本研究では,構音障がい者の音声コミュニケーション支援技術として,複数データベース(複数モデル)を活用した音声認識,音声合成を提案した.得られた発話コミュニケーション支援技術に関する成果は,障がい者の自立生活支援などに資するものである.

Report

(5 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (76 results)

All 2021 2020 2019 2018 2017 Other

All Journal Article (15 results) (of which Int'l Joint Research: 3 results,  Peer Reviewed: 15 results,  Open Access: 7 results) Presentation (58 results) (of which Int'l Joint Research: 11 results,  Invited: 2 results) Remarks (3 results)

  • [Journal Article] Knowledge transferability between the speech data of persons with dysarthria speaking different languages for dysarthric speech recognition2019

    • Author(s)
      Yuki Takashima, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      IEEE Access

      Volume: 7 Pages: 164320-164326

    • DOI

      10.1109/access.2019.2951856

    • NAID

      120006818768

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Non-parallel dictionary learning for voice conversion using non-negative Tucker decomposition2019

    • Author(s)
      Yuki Takashima, Toru Nakashika, Tetsuya Takiguchi, and Yasuo Ariki
    • Journal Title

      EURASIP Journal on Audio, Speech, and Music Processing

      Volume: 17 Issue: 1 Pages: 1-17

    • DOI

      10.1186/s13636-019-0160-1

    • NAID

      120006733154

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Emotional Voice Conversion Using Dual Supervised Adversarial Networks With Continuous Wavelet Transform F0 Features2019

    • Author(s)
      Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      IEEE/ACM Transactions on Audio, Speech, and Language Processing

      Volume: 27 Issue: 10 Pages: 1535-1548

    • DOI

      10.1109/taslp.2019.2923951

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Neutral-to-emotional voice conversion with cross-wavelet transform F0 using generative adversarial networks2019

    • Author(s)
      Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, and Yasuo Ariki
    • Journal Title

      APSIPA Transactions on Signal and Information Processing

      Volume: 8 Issue: 1 Pages: 1-11

    • DOI

      10.1017/atsip.2019.3

    • NAID

      120006599155

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Semantic embeddings of generic objects for zero-shot learning2019

    • Author(s)
      Tristan Hascoet, Yasuo Ariki and Tetsuya Takiguchi
    • Journal Title

      EURASIP Journal on Image and Video Processing

      Volume: ー Issue: 1 Pages: 1-14

    • DOI

      10.1186/s13640-018-0371-x

    • NAID

      120006552895

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Exemplar-based Lip-to-Speech Synthesis Using Convolutional Neural Networks2019

    • Author(s)
      Yuki Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      International Workshop on Frontiers of Computer Vision

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Polar Transformation on Image Features for Orientation-Invariant Representations2018

    • Author(s)
      Jinhui Chen, Zhaojie Luo, Zhihong Zhang, Faliang Huang, Zhiling Ye, Tetsuya Takiguchi, Edwin R. Hancock
    • Journal Title

      IEEE Transactions on Multimedia

      Volume: 21 Issue: 2 Pages: 300-313

    • DOI

      10.1109/tmm.2018.2856121

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Sound Recovery Considering the Vibration Direction of an Object in a Video2018

    • Author(s)
      Yohei Fuse, Yusuke Yasumi, Tetsuya Takiguchi
    • Journal Title

      IEEE ISM

      Pages: 171-174

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] User’s Intention Understanding in Question-Answering System Using Attention-based LSTM2018

    • Author(s)
      Yuki Matsuyoshi, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      APSIPA

      Pages: 1752-1755

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hybrid Text-to-Speech for Articulation Disorders with a Small Amount of Non-Parallel Data2018

    • Author(s)
      Ryuka Nanzaka, Tetsuya Takiguchi
    • Journal Title

      APSIPA

      Pages: 1761-1765

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Chat Response Generation Based on Semantic Prediction Using Distributed Representations of Words2018

    • Author(s)
      Kazuaki Furumai, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      International Workshop on Spoken Dialog System Technology

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Debate Dialog for News Question Answering System ‘NetTv’ -Debate Based on Claim and Reason Estimation-2018

    • Author(s)
      Rikito Marumoto, Katsuyuki Tanaka, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      International Workshop on Spoken Dialog System Technology

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Parallel-Data-Free Dictionary Learning for Voice Conversion Using Non-Negative Tucker Decomposition2018

    • Author(s)
      Yuki Takashima, Hajime Yano, Toru Nakashika, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      ICASSP

      Pages: 5294-5298

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Rotation-reversal Invariant HOG Cascade for Facial Expression Recognition2017

    • Author(s)
      Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki
    • Journal Title

      Signal, Image and Video Processing

      Volume: 11 Issue: 8 Pages: 14851492-14851492

    • DOI

      10.1007/s11760-017-1111-x

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Emotional voice conversion using neural networks with arbitrary scales F0 based on wavelet transform2017

    • Author(s)
      Luo Zhaojie、Chen Jinhui、Takiguchi Tetsuya、Ariki Yasuo
    • Journal Title

      EURASIP Journal on Audio, Speech, and Music Processing

      Volume: 2017 Issue: 1 Pages: 113-113

    • DOI

      10.1186/s13636-017-0116-2

    • NAID

      120006353752

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] ルールベースと生成ベースを融合した雑談対話の発話生成手法2021

    • Author(s)
      薛強, 滝口哲也, 有木康雄
    • Organizer
      言語処理学会第27回年次大会発表論文集
    • Related Report
      2020 Annual Research Report
  • [Presentation] Dysarthric Speech Conversion by Learning Disentangled Representations with Non-parallel Data2021

    • Author(s)
      陳 訓泉,陳 金輝,高島 遼一,滝口 哲也
    • Organizer
      日本音響学会2021年春季研究発表会講演論文集
    • Related Report
      2020 Annual Research Report
  • [Presentation] マルチモーダル音声認識におけるLocal attentionを用いた音声画像統合方式2021

    • Author(s)
      角田 遼太,相原 龍,高島 遼一,滝口 哲也,本山 信明
    • Organizer
      日本音響学会2021年春季研究発表会講演論文集
    • Related Report
      2020 Annual Research Report
  • [Presentation] Dysarthric Speech Recognition Based on Deep Metric Learning2020

    • Author(s)
      Yuki Takashima, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      Interspeech
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] An Investigation of End-to-End Speech Recognition Using Model Adaptation for Dysarthric Speakers2020

    • Author(s)
      Yuya Sawa, Ryoichi Takashima, Tetsuya Takiguchi
    • Organizer
      IEEE Global Conference on Consumer Electronics
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 雑談対話モデルの関連性向上のための関連語を優先した応答文生成手法の検討2020

    • Author(s)
      麻生 大聖, 滝口 哲也, 有木 康雄
    • Organizer
      人工知能学会 言語・音声理解と対話処理研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] ゲート制御付きSource-Target Attention を用いた複数知識文に基づく応答文の生成2020

    • Author(s)
      佐良 和孝, 滝口 哲也, 有木 康雄
    • Organizer
      人工知能学会 言語・音声理解と対話処理研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 構音障害者音声認識における発話辞書適応の検討2020

    • Author(s)
      澤 佑哉, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2020年秋季研究発表会講演論文集
    • Related Report
      2020 Annual Research Report
  • [Presentation] 発話スタイルに非依存な文章表現を用いたスタイルロバストなSeq2seqモデルの提案2020

    • Author(s)
      古舞千暁, 滝口哲也, 有木康雄
    • Organizer
      言語処理学会第26回年次大会発表論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Transfer Learning to Generate Multiple Sentence Question with Leveraging Difference between Datasets2020

    • Author(s)
      長谷川公大, 松本剛明, 高島遼一, 滝口哲也, 有木康雄, 三田村照子
    • Organizer
      言語処理学会第26回年次大会発表論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 感情・欲求に基づく主観性を持つ雑談対話システム2020

    • Author(s)
      薛強, 滝口哲也, 有木康雄
    • Organizer
      言語処理学会第26回年次大会発表論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] リアルタイムニューラルボコーダにおける学習データ量の影響の調査2020

    • Author(s)
      松原圭亮, 岡本拓磨, 高島遼一, 滝口哲也, 戸田智基, 志賀芳則, 河井 恒
    • Organizer
      日本音響学会2020年春季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] クロスモーダル知識蒸留に基づくLip readingのための教師なしドメイン適応2020

    • Author(s)
      高島 悠樹, 相原 龍, 高島 遼一, 滝口 哲也, 有木 康雄, 村山 修
    • Organizer
      日本音響学会2020年春季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Hybrid CTC/attentionモデルを用いた構音障害者音声認識の検討2020

    • Author(s)
      澤 佑哉, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2020年春季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 少量データを用いた構音障害者音声合成の健常者モデルによる明瞭性改善2020

    • Author(s)
      南坂 竜翔, 高島 遼一, 滝口 哲也
    • Organizer
      日本音響学会2020年春季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 自由な歌唱速度の歌声の合成に関する検討2020

    • Author(s)
      片平 健太, 足立 優司, 田井 清登, 高島 遼一, 滝口 哲也
    • Organizer
      日本音響学会2020年春季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Differentiable Programmingを用いた強化学習の最適化2020

    • Author(s)
      黄 伊莎, Tristan Hascoet, 高島遼一, 滝口哲也, 有木康雄
    • Organizer
      情報処理学会第82回全国大会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] ニューロンセグメンテーションにおけるマルチドメイン学習による汎化性能の改善2020

    • Author(s)
      長谷川貴大, Tristan Hascoet, 高島遼一, 滝口哲也, 有木康雄
    • Organizer
      情報処理学会第82回全国大会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Layer-Wise Invertibility for Extreme Memory Cost Reduction of CNN Training2019

    • Author(s)
      Tristan Hascoet, Quentin Febvre, Weihao Zhuang, Yasuo Ariki, Tetsuya Takiguchi
    • Organizer
      IEEE ICCV Neural Architects Workshop
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Cortical Patterns for Prediction of Subjective Preference Induced by Chords2019

    • Author(s)
      Hajime Yano, Tetsuya Takiguchi, Seiji Nakagawa
    • Organizer
      IEEE EMBC
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] On Zero-Shot Recognition of Generic Objects2019

    • Author(s)
      Tristan Hascoet, Yasuo Ariki, Tetsuya Takiguchi
    • Organizer
      CVPR
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] End-To-End Dysarthric Speech Recognition Using Multiple Databases2019

    • Author(s)
      Yuki Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      ICASSP
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Generation of Objections Using Topic and Claim Information in Debate Dialogue System2019

    • Author(s)
      Kazuaki Furumai, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      International Workshop on Spoken Dialog System Technology
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ロバストな対話システムのための発話スタイルに非依存なエンコード・デコード手法の提案2019

    • Author(s)
      古舞 千暁, 有木 康雄, 滝口 哲也
    • Organizer
      人工知能学会 言語・音声理解と対話処理研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 構音障害者音声認識のための健常者音声及び他言語障害者音声を用いた転移学習2019

    • Author(s)
      高島 悠樹, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      電子情報通信学会技術研究報告 音声研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] WordNetを用いた雑談対話システムの汎化性能の向上2019

    • Author(s)
      麻生 大聖, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2019 Annual Research Report
  • [Presentation] Bidirectional Gated Recurrent Units を用いた歌声合成に関する検討2019

    • Author(s)
      片平 健太, 足立 優司, 田井 清登, 高島 遼一, 滝口 哲也
    • Organizer
      情報処理学会 音声言語情報処理研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 外部知識を用いた雑談対話システムの汎化性能向上の検討2019

    • Author(s)
      麻生 大聖, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Lip readingのためのクロスモーダルTeacher-Student学習2019

    • Author(s)
      高島 悠樹, 相原 龍, 高島 遼一, 滝口 哲也, 有木 康雄, 村山 修
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Speech-to-Speech Translation using Dual Learning and Prosody Conversion2019

    • Author(s)
      Zhaojie Luo, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 構音障害者の少量データを用いた深層学習による音声合成の検討2019

    • Author(s)
      南坂 竜翔, 高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 歌声の母音変化を考慮した歌声合成の検討2019

    • Author(s)
      片平 健太, 足立 優司, 田井 清登, 高島 遼一, 滝口 哲也
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] 構音障害者を対象とした日本語大語彙連続音声認識の検討2019

    • Author(s)
      高島 遼一, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2019年秋季研究発表会講演論文集
    • Related Report
      2019 Annual Research Report
  • [Presentation] On zero-shot recognition of generic objects2019

    • Author(s)
      Tristan E. M. Hascoet, Yasuo Ariki, Tetsuya Takiguchi
    • Organizer
      第22回画像の認識・理解シンポジウム
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Reduce GPU Memory Usage of Training Neural Network by CPU Offloading2019

    • Author(s)
      Weihao Zhuang, Tristan Hascoet, Ryoichi Takashima, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      第22回画像の認識・理解シンポジウム
    • Related Report
      2019 Annual Research Report
  • [Presentation] 音響特徴量補正による構音障害者を対象としたDNN音声合成2019

    • Author(s)
      北村 毅, 滝口 哲也
    • Organizer
      日本音響学会2019年春季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] Speech Prosody Conversion using Sequence Generative Adversarial Nets with Continuous Wavelet Transform F0 features2019

    • Author(s)
      Zhaojie Luo, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      日本音響学会2019年春季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] マルチタスク学習による雑談対話システムへの知識付与2019

    • Author(s)
      麻生 大聖, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2019年春季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] ユーザーの発話意図理解に基づくインタビュー発話の生成2019

    • Author(s)
      松好 祐紀, 滝口 哲也, 有木 康雄
    • Organizer
      日本音響学会2019年春季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] ゼロショット学習を用いた一般物体セグメンテーション2019

    • Author(s)
      谷田 啓一, Tristan Hascoet, 滝口 哲也, 有木 康雄
    • Organizer
      情報処理学会第81回全国大会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] 発話障害者の音声コミュニケーション支援2018

    • Author(s)
      滝口 哲也
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] CycleGANに基づくノンパラレル声質変換を用いた構音障害者音声合成2018

    • Author(s)
      南坂 竜翔,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年秋季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] Neutral-to-Emotional Voice Conversion with Latent Representations of F0 using Generative Adversarial Networks2018

    • Author(s)
      羅 兆傑,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年秋季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] 非負値行列因子分解に基づく構音障害者音声の高域付加の検討2018

    • Author(s)
      高島 悠樹,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年秋季研究発表会講演論文集
    • Related Report
      2018 Annual Research Report
  • [Presentation] ハイスピードカメラ画像を用いた唇動画像からの音声生成2018

    • Author(s)
      高島悠樹, 滝口 哲也, 有木 康雄
    • Organizer
      第21回画像の認識・理解シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] 物体振動を用いた畳み込みニューラルネットワークによる音源復元2018

    • Author(s)
      布施 陽平, 滝口 哲也, 有木 康雄
    • Organizer
      第21回画像の認識・理解シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Attention-based LSTMを用いた意図理解とキーワード抽出の統合による質問応答システム2018

    • Author(s)
      松好祐紀, 滝口 哲也, 有木康雄
    • Organizer
      電子情報通信学会技術研究報告
    • Related Report
      2018 Annual Research Report
  • [Presentation] EMOTIONAL VOICE CONVERSION WITH WAVELET TRANSFORM USING DUAL SUPERVISED ADVERSARIAL NETWORKS2018

    • Author(s)
      羅 兆傑,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年春季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] 顔画像特徴量を用いた統計的手法によるF0推定2018

    • Author(s)
      羅 里奈, 滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年春季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] 構音障害者の少量学習データによる音声合成の検討2018

    • Author(s)
      南坂 竜翔,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年春季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] 構音障害者を対象としたDNN音声合成に関する言語特徴量の検討2018

    • Author(s)
      北村 毅,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年春季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] ハイスピード映像からの音源復元のための物体振動抽出手法の検討2018

    • Author(s)
      安見 祐亮,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2018年春季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] Visual-to-Speech Conversion Based on Maximum Likelihood Estimation2017

    • Author(s)
      Rina Ra, Ryo Aihara, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      IAPR International Conference on Machine Vision Applications
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] FACIAL EXPRESSION RECOGNITION WITH DEEP AGE2017

    • Author(s)
      Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      The Second Workshop on Human Identification in Multimedia
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Individuality-Preserving Speech Synthesis System for Hearing Loss Using Deep Neural Networks2017

    • Author(s)
      Tsuyoshi Kitamura, Tetsuya Takiguchi, Yasuo Ariki, Kiyohiro Omori
    • Organizer
      1st International Workshop on Challenges in Hearing Assistive Technology
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Emotional Voice Conversion with Adaptive Scales F0 based on Wavelet Transform using Limited Amount of Emotional Data2017

    • Author(s)
      Zhaojie Luo, Jinhui Chen, Tetsuya Takiguchi, Yasuo Ariki
    • Organizer
      Interspeech
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 深層学習による位相情報を考慮した音声合成の検討2017

    • Author(s)
      李 権俊,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2017年秋季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Presentation] 深層学習を用いた構音障害者の音声合成2017

    • Author(s)
      北村 毅,滝口 哲也,有木 康雄
    • Organizer
      日本音響学会2017年秋季研究発表会講演論文集
    • Related Report
      2017 Annual Research Report
  • [Remarks] 個人ホームページ

    • URL

      http://www.me.cs.scitec.kobe-u.ac.jp/~takigu/

    • Related Report
      2019 Annual Research Report
  • [Remarks] 神戸大学研究者紹介システム

    • URL

      http://kuid.ofc.kobe-u.ac.jp/InfoSearch/

    • Related Report
      2018 Annual Research Report
  • [Remarks] 研究室webページ

    • URL

      http://www.me.cs.scitec.kobe-u.ac.jp/~takigu/publications.html

    • Related Report
      2018 Annual Research Report

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Published: 2017-04-28   Modified: 2022-01-27  

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