2018年度

学術論文誌

  • Yukitoshi Murase, Koichiro Yoshino, Satoshi Nakamura
    Associative knowledge feature vector inferred on external knowledge base for dialog state tracking
    Computer Speech & Langugage, Vol.54, pp.1-16, Mar 2019 (PDF:paper)
  • Hayato Maki, Sakriani Sakti, Hiroki Tanaka, Satoshi Nakamura
    Quality Prediction of Synthesized Speech Based on Tensor Structured EEG Signals
    PloS One, vol.13, no. 6, pp.1-13, June 2018 (PDF:paper)
  • Michael Heck, Sakriani Sakti, Satoshi Nakamura
    Dirichlet Process Mixture of Mixtures Model for Unsupervised Subword Modeling
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, Volume 26, No 11, pp. 2027-2042,  (PDF:paper)
  • Nurul LUBIS, Dessi LESTARI, Sakriani SAKTI, Ayu PURWARIANTI, and Satoshi NAKAMURA
    Construction of Spontaneous Emotion Corpus from Indonesian TV Talk Shows and Its Application on Multimodal Emotion Recognition
    IEICE TRANSACTIONS on Information and Systems, Vol.E101-D No.8, pp.2092-2100, August 2018 (PDF:paper)
  • Quoc Truong Do, Sakriani Sakti, and Satoshi Nakamura
    Sequence-to-Sequence Models for Emphasis Speech Translation
    IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, Vol. 26, No. 10, October 2018 (PDF:paper)
  • Hiroaki Tanaka, Yu Suzuki, Shotaro Yamasaki, Koichiro Yoshino, Ko Kato, Satoshi Nakamura
    R-STEINER: Generation Method of 5'UTR for Increasing the Amount of Translated Proteins
    IPSJ Transactions on Bioinformatics, vol.11, pp.14-23, July 2018
  • Ikuo Keshi, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura
    Semantically Readable Distributed Representation Learning and Its Expandability Using a Word Semantic Vector Dictionary
    IEICE TRANSACTIONS on Information and Systems, Vol.E101-D, No.4, pp.1066-1078, Apr. 2018, 

国際会議論文

  • Hiroki Tanaka, Hideki Negoro, Hidemi Iwasaka, Satoshi Nakamura
    Listening Skills Assessment through Computer Agents
    ACM International Conference on Multimodal Interaction (ICMI), pp. 492-496, Oct. 2018 (PDF:paper) (PDF:poster)
  • Tsuyoki Ujiro, Hiroki Tanaka, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, and Satoshi Nakamura
    Detection of dementia from responses to atypical questions asked by embodied conversational agents
    Proc. INTERSPEECH, Sep 2018 (PDF:paper) (PDF:poster)
  • Yanagita Tomoya, Sakriani Sakti, and Satoshi Nakamura
    Incremental TTS for Japanese Language
    Proc. INTERSPEECH, Sep 2018 (PDF:paper) (PDF:slides)
  • Takuma Mori, Andros Tjandra, Sakriani Sakti, and Satoshi Nakamura
    Compressing End-to-end ASR Networks by Tensor-Train Decomposition
    Proc. INTERSPEECH, Sep 2018
  • Andros Tjandra, Sakriani Sakti, and Satoshi Nakamura
    Machine Speech Chain with One-shot Speaker Adaptation
    Proc. INTERSPEECH, Sep 2018 (PDF:paper)
  • Hiroaki Tanaka, Yu Suzuki, Koichiro Yoshino, Satoshi Nakamura
    TRANS-AM: Discovery Method of Optimal Input Vectors Corresponding to Objective Variables
    International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2018), Sep. 2018 (PDF:paper)
  • Yu Suzuki, Satoshi Nakamura
    Information Filtering Method for Twitter Streaming Data using Human-in-the-Loop Machine Learning
    DEXA 2018, Sep. 2018 (PDF:paper)
  • Khumaisa Nur'aini, Johanes Effendi, Sakriani Sakti, Mirna Adriani and Satoshi Nakamura
    Corpus Construction and Semantic Analysis of Indonesian Image Description
    SLTU 2018, Aug. 2018 (PDF:paper) (PDF:slides)
  • Bin Wu, Sakriani Sakti, Jinsong Zhang and Satoshi Nakamura
    Optimizing DPGMM Clustering InZero Resource Setting Based on Functional Load
    SLTU 2018, Aug. 2018 (PDF:paper) (PDF:slides)
  • Tsuyoki Ujiro, Hiroki Tanaka, Hiroyoshi Adachi, Hiroaki Kazui, Manabu Ikeda, Takashi Kudo, Satoshi Nakamura
    Identifying Dementia Patients based on Behavioral Markers in Human-Avatar Interaction
    WFSBP, Sep. 2018 (PDF:slides)
  • Shiori Yamaguchi, Hiroki Tanaka, Hayato Maki, Shigehiko Kanaya, Nobutaka Suzuki, Satoshi Nakamura
    Prediction of Depressive Tendency from Multidimensional Health Data Collected through Crowdsourcing
    International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), July 2018 (PDF:paper) (PDF:poster)
  • Hiroki Tanaka, Hiroki Watanabe, Hayato Maki, Sakriani Sakti, Satoshi Nakamura
    Single-trial Detection of Semantic Anomalies from EEG during Listening to Spoken Sentences
    International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2018), pp. 977-980, July 2018 (PDF:paper) (PDF:slides)
  • Andros Tjandra, Sakriani Sakti and Satoshi Nakamura
    Tensor Decomposition for Compressing Recurrent Neural Network
    Proceedings of the international joint conference on neural networks 2018, pp. 4451-4458, 8 July 2018 (PDF:paper) (PDF:slides)
  • Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura
    Multi-Source Neural Machine Translation with Missing Data
    Proceedings of the 2nd Workshop on Neural Machine Translation and Generation, pp. 92-99, July 2018 (PDF:paper) (PDF:poster)
  • Nurul Lubis, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura.
    Unsupervised Counselor Dialogue Clustering for Positive Emotion Elicitation in Neural Dialogue System
    Proceedings of the 19th Annual Meeting of the Special Interest Group on Discourse and Dialogue (SIGDIAL 2018), 161-170, 12-14 July 2018 (PDF:paper) (PDF:slides)
  • Hayato Maki, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura
    Graph regularized tensor factorization for single-trial EEG analysis
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)2018, Calgary, Alberta, Canada, April 2018
  • Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
    Sequence-to-Sequence ASR Optimization via Reinforcement Learning
    IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2018, Calgary, Alberta, Canada, April 2018 (PDF:paper) (PDF:poster)
  • Sashi Novitasari, Quoc Truong Do, Sakriani Sakti, Dessi Lestari and Satoshi Nakamura
    Construction of English-French Multimodal Affective Conversational Corpus from TV Dramas
    11th edition of the Language Resources and Evaluation Conference (LREC), Miyazaki, Japan, May 2018 (PDF:paper)
  • Koichiro Yoshino, Hiroki Tanaka, Kyoshiro Sugiyama, Makoto Kondo, Satoshi Nakamura
    Japanese Dialogue Corpus of Information Navigation and Attentive Listening Annotated with Extended ISO-24617-2 Dialogue Act Tags
    11th edition of the Language Resources and Evaluation Conference (LREC), Miyazaki, Japan, May 2018 (PDF:paper)
  • Koichiro Yoshino, Yoko Ishikawa, Masahiro Mizukami, Sakti Sakriani, Yu Suzuki, Satoshi Nakamura
    Dialogue Scenario Collection of Persuasive Dialogue with Emotional Expressions via Crowdsourcing
    11th edition of the Language Resources and Evaluation Conference (LREC), Miyazaki, Japan, May 2018 (PDF:paper)
  • Sashi Novitasari, Quoc Truong Do, Sakriani Sakti, Dessi Lestari, and Satoshi Nakamura
    Multi-Modal Multi-Task Deep Learning for Speaker and Emotion Recognition of TV-Series Data
    Proc. of Oriental COCOSDA 2018, May. 2018., 
  • Sahoko Nakayama, Takatomo Kano, Quoc Truong Do, Sakriani Sakti, Satoshi Nakamura
    Japanese-English Code-Switching Speech Data Construction
    Proc. of Oriental COCOSDA 2018, May. 2018. (PDF:paper) (PDF:slides)
  • Nguyen The Tung, Koichiro Yoshino, Sakti Sakriani, Satoshi Nakamura
    Impact of deception information on negotiation dialog management: A case study on doctor-patient conversations
    International Workshop on Spoken Dialogue System Technology (IWSDS 2018), pp. 1-8, Singapore, May. 2018,  (PDF:slides)
  • Seiya Kawano, Koichiro Yoshino, Yu Suzuki, Satoshi Nakamura
    Dialogue Act Classification in Reference Interview Using Convolutional Neural Network with Byte Pair Encoding
    International Workshop on Spoken Dialogue System Technology (IWSDS 2018), pp. 1-9, Singapore, May. 2018,  (PDF:paper) (PDF:slides)

著書

  • 中村哲(編著), Graham Neubig, Sakriani Sakti, 戸田智基, 高道慎之介(共著)
    日本音響学会編 音響サイエンスシリーズ18「音声言語の自動翻訳 コンピュータによる自動翻訳を目指して」
    日本音響学会編, コロナ社, 2018年7月

国内学会研究会・シンポジウム等

  • 田中 宏季
    【招待講演】認知に着目したコミュニケーション支援技術
    電子情報通信学会HCG第3種研究会ヴァーバル・ノンヴァーバル・コミュニケーション研究会, Oct. 2018
  • Nguyen Khanh, 鈴木優, 中村 哲
    天気データを用いたPOI観光地推薦システム
    情報科学技術フォーラム講演論文集, Sep 2018, 

国内学会大会等

  • 中村哲, 吉野幸一郎, 田中宏季, Sakti Sakriani
    高齢者見守りのための生活支援対話システムの研究開発
    ICTイノベーションフォーラム2018, 10 Oct. 2018
  • 田中 宏季, 岩坂 英巳, 根來 秀樹, 中村 哲
    「話を伝える」および「話を聞く」スキル訓練を目指した自動SSTの試み
    第59回日本児童青年精神医学会総会, Oct. 2018 (PDF:poster)
  • 中村哲, 吉野幸一郎, 田中宏季, Sakti Sakriani
    高齢者見守りのための生活支援対話システムの研究開発
    関西ICTイノベーションプロジェクト2018, 2018. 07
  • Andros Tjandra, Sakriani Sakti, Satoshi Nakamura
    深層学習を用いたスピーチチェーン
    日本音響学会2018年秋季研究発表会講演論文集, Sep.2018 (PDF:paper)
  • Nurul Lubis, Michael Heck, Sakriani Sakti, Koichiro Yoshino, Satoshi Nakamura
    負の感情からの回復を目的とする二者対話のマルチモーダルコーパス: 構築と分析
    日本音響学会2018年秋季研究発表会講演論文集, Sep.2018 (PDF:paper) (PDF:slides)
  • ジョハネス エフェンディ,サクリア二 サクチイ,中村 哲
    簡易的操作を用いた画像説明文言い換えコーパスの作成
    日本音響学会2018年秋季研究発表会講演論文集, Sep.2018,  (PDF:paper)
  • 中山佐保子, ド クオック チュオン, サクティ サクリアニ, 中村哲
    日英コードスイッチング音声データの構築
    日本音響学会2018年秋季研究発表会講演論文集, Sep.2018 (PDF:paper) (PDF:poster)
  • 勝見 久央, 平岡 拓也, 本浦 庄太, 山本 風人, 定政 邦彦, 吉野 幸一郎, 中村 哲
    深層強化学習を用いた論証構築のための情報探索対話戦略の最適化
    第36回 日本ロボット学会学術講演会, 
  • 中村 哲
    コンピュータによる自動通訳を目指して
    日本通訳翻訳学会第19回年次大会, Sep. 2018
  • Seitaro Shinagawa, Koichiro Yoshino, Sakriani Sakti, Yu Suzuki, Satoshi Nakamura
    Interactive Avatar Image Manipulation with Unconstrained Natural Language Instruction using Source Image Masking
    MIRU 2018, OS2-S3, 2018 (PDF:paper) (PDF:slides) (PDF:poster)
  • Haruko Yagura, Hiroki Tanaka, Satoshi Nakamura
    EEG-based emotion recognition from speech during paying attention to prosodic information
    The 41st Annual Meeting of the Japan Neuroscience Society, July 2018 (PDF:poster)
  • Hiroki Watanabe, Hiroki Tanaka, Sakriani Sakti, Satoshi Nakamura
    Sentence classification based on phase patterns in EEG neural oscillation during imagined speech
    The 41st Annual Meeting of the Japan Neuroscience Society, July 2018 (PDF:poster)
  • 生田 和也、品川 政太朗、吉野 幸一郎、鈴木 優、中村 哲
    観光案内におけるニューラル言語モデルを用いた説明文の生成
    第32回人工知能学会全国大会, 2018年6月
  • 山口栞, 田中宏季, 真木勇人, 金谷重彦, 鈴木信孝, 中村 哲
    生活習慣や体質のデータを用いたうつ傾向の予測
    第32回人工知能学会全国大会, 2018年6月 (PDF:paper)
  • Andros Tjandra, Sakriani Sakti, Ruli Manurung, Mirna Adriani, Satoshi Nakamura
    Gated Recurrent Neural Network with Tensor Product
    The 32nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2018 (PDF:paper)
  • Tung The Nguyen, Koichiro Yoshino, Sakriani Sakti, Satoshi Nakamura
    Utilizing deception information for dialog management of doctor-patient conversations
    The 32nd Annual Conference of the Japanese Society for Artificial Intelligence, June 2018 (PDF:paper)

解説・総説

  • 中村 哲
    小特集-2020年を見据えた多言語音声技術処理-音声翻訳のあらたなパラダイム
    日本音響学会誌, 74巻9号, pp. 519-524, 2018年9月 (PDF:paper)
  • 吉野 幸一郎
    音声発話系列からのユーザの意図の理解
    電子情報通信学会誌, Vol. 101, No. 9, pp. 896-901, Sep. 2018 (PDF:paper)

表彰・受賞

  • 品川 政太朗
    MIRU 2018 学生奨励賞
    MIRU 2018, August, 2018
  • Fan Yang
    "平成30年度奈良先端科学技術大学院大学優秀学生"
    奈良先端科学技術大学院大学, Jun. 2018
  • 河野 誠也
    "平成30年度奈良先端科学技術大学院大学優秀学生"
    奈良先端科学技術大学院大学, Jun. 2018
  • 小田 悠介
    "AAMTアジア太平洋機械翻訳協会 長尾賞学生奨励賞"
    AAMTアジア太平洋機械翻訳協会, 18 Jun. 2018