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J-GLOBAL ID：202101003360295683 Update date: Jan. 25, 2025

Saito Yuki

サイトウユウキ | Saito Yuki

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Affiliation and department：
Job title： Lecturer
Homepage URL (1)： http://sython.org/

Research field (1)： Intelligent informatics

Research keywords (5)： Human-in-the-loop Machine Learning , Human Computation , Speech Signal Processing , Deep Learning , Statistical Speech Synthesis & Voice Conversion

Research theme for competitive and other funds (9)：

2023 - 2026 スモールデータ機械学習に基づくリアルタイム音コミュニケーション能力拡張システム
2022 - 2025 Analysis of audio commentary voice and development of speech synthesis algorithm for understanding e-sports
2023 - 2025 インタラクティブ強化学習に基づく人間参加型適応的テキスト音声合成
2023 - 2024 Self-supervised Generative Spoken Dialogue Modeling from In-the-wild Data
2022 - 2023 Human-in-the-loop training of multi-speaker voice conversion based on federated learning

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Papers (44)：

Xuan Luo, Shinnosuke Takamichi, Yuki Saito, Tomoki Koriyama, Hiroshi Saruwatari. Emotion-controllable Speech Synthesis Using Emotion Soft Label, Utterance-level Prosodic Factors, and Word-level Prominence. APSIPA Transactions on Signal and Information Processing. 2024. 13. 1
Detai Xin, Junfeng Jiang, Shinnosuke Takamichi, Yuki Saito, Akiko Aizawa, Hiroshi Saruwatari. JVNV: A Corpus of Japanese Emotional Speech with Verbal Content and Nonverbal Expressions. IEEE Access. 2024. 12. 19752-19764
Yuki Saito, Kohei Yatabe, Shogun. Does controller sound contain valuable information for video game scene analysis? Case study by character identification of Super Smash Bros. Ultimate. Acoustical Science and Technology. 2024. 45. 2. 113-116
Aya Watanabe, Shinnosuke Takamichi, Yuki Saito, Wataru Nakata, Detai Xin, Hiroshi Saruwatari. COCO-NUT: Corpus of Japanese Utterance and Voice Characteristics Description for Prompt-Based Control. 2023 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2023. 2023
Yuki Saito, Shinnosuke Takamichi, Eiji Iimori, Kentaro Tachibana, Hiroshi Saruwatari. ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings. Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023. 2023-August. 3048-3052

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MISC (64)：

石川悠人, 武伯寒, 中村友彦, 高宗典玄, 齋藤佑樹, 高道慎之介, 高道慎之介, 猿渡洋. Lombard-Effect-Mimicking Processing for Speech Synthesis Using Real-Time Diffuse Noise Estimation in Human-Avatar Dialogue Systems. 日本音響学会研究発表会講演論文集(CD-ROM). 2024. 2024
平井龍之介, 齋藤佑樹, 猿渡洋. Fed-StarGANv2-VC:連合学習を用いた多対多声質変換. 情報処理学会研究報告(Web). 2023. 2023. SLP-146
渡邊亞椰, 高道慎之介, 齋藤佑樹, XIN Detai, 猿渡洋. Generation of Mid-Attribute Non-existent Speakers by Gaussian Mixture Model Interpolation based on Optimal-Transport. 日本音響学会研究発表会講演論文集(CD-ROM). 2023. 2023
齋藤佑樹, 高道慎之介, 飯森英治, 橘健太郎, 猿渡洋. ChatGPT-EDSS:ChatGPT由来のContext Word Embeddingから学習される共感的対話音声合成モデル. 情報処理学会研究報告(Web). 2023. 2023. MUS-137
熊田順一, 齋藤佑樹, 高道慎之介, 渡邊亞椰, 丹治尚子, 長野瑞生, 井島勇祐, 猿渡洋. 睡眠を誘発する音声刺激の生成に向けた分析と評価. 情報処理学会研究報告(Web). 2023. 2023. MUS-137

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Education (4)：

2018 - 2021 The University of Tokyo The Graduate School of Information Science and Technology Department of Information Physics and Computing
2016 - 2018 The University of Tokyo The Graduate School of Information Science and Technology Department of Creative Informatics, Graduate School of Information Science and Technology
2014 - 2016 National Institute of Technology, Kushiro College Advanced Engineering Course Electronic Information System Engineering Course
2009 - 2014 National Institute of Technology, Kushiro College Department of Information Engineering

Professional career (1)：

Ph.D. (Information Science and Technology) (The University of Tokyo)

Work history (5)：

2024/04 - 現在 The University of Tokyo Lecturer
2023/04 - 2024/03 The University of Tokyo
2021/04 - 2023/03 The University of Tokyo Project Research Associate
2019/04 - 2021/03 The University of Tokyo Research Assistant
2018/04 - 2021/03 Japan Society for the Promotion of Science Research fellow (DC1)

Committee career (3)：

2024/04 - 現在電子情報通信学会音声 (SP) 研究会幹事補佐
2024/04 - 現在情報処理学会音声言語情報処理 (SLP) 研究会幹事
2017/04 - 2023/03 日本音響学会学生・若手フォーラム幹事会員(2019 ~ 2022年副代表)

Awards (21)：

2024/07 - 情報処理学会 2024年度山下記念研究賞 ChatGPT-EDSS: ChatGPT由来のContext Word Embeddingから学習される共感的対話音声合成モデル
2024/02 - 井上科学振興財団第40回井上研究奨励賞人間と計算機の違いの最小化に基づく音声合成に関する研究
2023/08 - Travel Grant Award for INTERSPEECH2023
2023/06 - 情報処理学会音学シンポジウム2023 優秀発表賞 ChatGPT-EDSS: ChatGPT由来のContext Word Embeddingから学習される共感的対話音声合成モデル
2023/03 - Funai Foundation Funai Information Technology Award for Young Researchers Study on speech synthesis that minimizes the differences between humans and computers

2022/06 - 電子情報通信学会 2021年度電子情報通信学会論文賞 Real-time full-band voice conversion with sub-band modeling and data-driven phase estimation of spectral differentials

2022/03 - 情報処理学会音声言語情報処理 (SLP) 研究会企業賞 (Yahoo!Japan賞) 主観的話者間類似度を考慮したDNN話者埋め込みのためのActive Learning

2021/06 - IEEE Signal Processing Society Young Author Best Paper Award Statistical parametric speech synthesis incorporating generative adversarial networks

2021/03 - 東京大学大学院情報理工学系研究科研究科長賞人間の音声情報処理能力を計算機的に表現する統計的音声合成に関する研究業績

2021/03 - 日本音響学会粟屋潔学術奨励賞主観的話者間類似度のグラフ埋め込みに基づくDNN話者埋め込み

2019/01 - NEC C&C 財団 C&C若手優秀論文賞 Non-parallel voice conversion using variational autoencoders conditioned by phonetic posteriorgrams and d-vectors

2018/11 - IEEE Signal Processing Society Japan Student Journal Paper Award Statistical parametric speech synthesis incorporating generative adversarial networks

2018/08 - 電子情報通信学会音声研究会研究奨励賞 Non-parallel voice conversion using variational autoencoders conditioned by phonetic posteriorgrams and d-vectors

2018/05 - 日本学生支援機構第一種奨学金特に優れた業績による奨学金返還免除 (半額) 対象者

2018/03 - 電気通信普及財団テレコムシステム技術学生賞 Statistical parametric speech synthesis incorporating generative adversarial networks

2017/11 - IEEE Signal Processing Society Tokyo Joint Chapter Student Award Highway networkを用いた差分スペクトル法に基づく敵対的DNN音声変換

2017/03 - 日本音響学会学生優秀発表賞 DNN音声合成のためのAnti-Spoofingを考慮した学習アルゴリズム

2017/03 - IEEE Signal Processing Society Spoken Language Processing Student Grant of ICASSP Training algorithm to deceive anti-spoofing verification for DNN-based speech synthesis

2017/01 - 電子情報通信学会音声研究会学生ポスター賞 Anti-spoofingに敵対するDNN音声変換の評価

2016/02 - 釧路工業高等専門学校学生特別研究発表会奨励賞コード進行および歌詞情報を用いた楽曲分類システムの構築

2014/03 - 釧路工業高等専門学校校長賞

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Association Membership(s) (5)：

ISCA , IPSJ , ASJ , IEICE , IEEE

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