論文

• Ryota Komatsu, Shengzhou Gao, Wenxin Hou, Mingxin Zhang, Tomohiro Tanaka, Keisuke Toyoda, Yusuke Kimura, Kent Hino, Yu Iwamoto, Kosuke Mori, Takuma Okamoto, Takahiro Shinozaki. Automatic Spoken Language Acquisition Based on Observation and Dialogue, IEEE Journal of Selected Topics in Signal Processing, IEEE, 1 - 13, July 2022.
• Wenxin Hou, Han Zhu, Yidong Wang, Jindong Wang, Tao Qin, Renjun Xu, Takahiro Shinozaki. Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition, IEEE/ACM Transactions on Audio, Speech, and Language Processing, IEEE, Vol. 30, pp. 317 - 329, Dec. 2021.

国際会議発表 (査読有り)

• Yidong Wang, Hao Chen, Qiang Heng, Wenxin Hou, Yue Fan, Zhen Wu, Jindong Wang, Marios Savvides, Takahiro Shinozaki, Bhiksha Raj, Bernt Schiele, Xing Xie. FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning, The Eleventh International Conference on Learning Representations, May 2023.
• Yidong Wang, Bowen Zhang, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki. Margin Calibration for Long-Tailed Visual Recognition, Asian Conference on Machine Learning 2022 (ACML2022), Dec. 2022.
• Yidong Wang, Hao Chen, Yue Fan, Wang Sun, Ran Tao, Wenxin Hou, Renjie Wang, Linyi Yang, Zhi Zhou, Lan-Zhe Guo, Heli Qi, Zhen Wu, Yu-Feng Li, Satoshi Nakamura, Wei Ye, Marios Savvides, Bhiksha Raj, Takahiro Shinozaki, Bernt Schiele, Jindong Wang, Xing Xie, Yue Zhang. USB: A Unified Semi-supervised Learning Benchmark for Classification, NeurIPS 2022, Nov. 2022.
• Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang. Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction, COLING2022, pp. 7075–7085, Oct. 2022.
• Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura. FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, Thirty-Fifth Conference on Neural Information Processing Systems NeurIPS 2021, Dec. 2021.
• Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura, Takahiro Shinozaki. FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, NeurIPS 2021, Dec. 2021.
• Wenxin Hou, Jindong Wang, Xu Tan, Tao Qin, Takahiro Shinozaki. Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching, Interspeech2021, pp. 3425-3429, Sept. 2021.
• Wenxin Hou, Yidong Wang, Shengzhou Gao, Takahiro Shinozaki. Efficient Cross-Lingual Adaptation With Meta-Learning, IEEE ICASSP2021, pp. 7028-7032, June 2021.
• Wenxin Hou, Yue Dong, Bairong Zhuang, Longfei Yang, Jiatong Shi, Takahiro Shinozaki. Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task Learning, Interspeech 2020, Oct. 2020.
• Mingxin Zhang, Tomohiro Tanaka, Wenxin Hou, Shengzhou Gao, Takahiro Shinozaki. Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition, Interspeech 2020, Oct. 2020.
• Shengzhou Gao, Wenxin Hou, Tomohiro Tanaka, Takahiro Shinozaki. Spoken Language Acquisition Based on Reinforcement Learning and Word Unit Segmentation, ICASSP2020, pp. 6144-6148, May 2020.

国内会議発表 (査読なし・不明)

• 森滉介, 侯汶昕, 篠崎隆宏. 多言語モデルの転移学習による日本人英語音声認識, 言語処理学会第27回年次大会, 言語処理学会第27回年次大会予稿集, E2-3, Mar. 2021.
• 篠崎 隆宏, 高 聖洲, 張 明鑫, 侯 汶昕, 田中 智宏. 言語獲得能力を備えた音声対話エージェントの検討, 第57回人工知能学会 AI チャレンジ研究会, 第57回人工知能学会 AI チャレンジ研究会予稿集, SIG-Challenge-057-13, Nov. 2020.
• 篠崎 隆宏, 張 明鑫, 田中 智宏, 侯 汶昕, 高 聖洲. 音声画像グラウンディングに基づいた注意機構による効率的な音声言語獲得, 計測自動制御学会 システム・情報部門 学術講演会 2020, 計測自動制御学会 システム・情報部門 学術講演会 2020予稿集, GS2-4-5, Nov. 2020.
• 篠崎 隆宏, 高 聖洲, 侯 汶昕, 田中 智宏. 連続音声からの教師なし単語辞書学習に基づく言語獲得エージェント, 計測自動制御学会 システム・情報部門 学術講演会 2020, 計測自動制御学会 システム・情報部門 学術講演会 2020予稿集, GS2-4-4, Nov. 2020.
• 篠崎隆宏, 高聖洲, 張明鑫, 侯汶昕, 田中智宏. 相乗的複合学習による効率的な音声言語獲得機構, 人工知能学会 第89回 言語・音声理解と対話処理研究会, 第89回 言語・音声理解と対話処理研究会資料集, No. 11, Sept. 2020.
• Shengzhou Gao, Wenxin Hou, Tomohiro Tanaka, Takahiro Shinozaki. SPOKEN LANGUAGE ACQUISITION BASED ON REINFORCEMENT LEARNING AND WORD UNIT SEGMENTATION, 日本音響学会, 日本音響学会2020年秋季研究発表会講演論文集, 3-2-8, Sept. 2020.
• Hou Wenxin, Dong Yue, ZHUANG BAIRONG, 楊 龍飛, Shi Jiatong, 篠崎隆宏. 超多言語事前学習による低資源音声認識の検討, 日本音響学会, 日本音響学会2020年秋季研究発表会講演論文集, 2-P1-7, Sept. 2020.

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