"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)",,,,,,2022,Dec. "Mingxin Zhang,Takahiro Shinozaki","DNN-Rule Hybrid Dyna-Q for Sample-Efficient Task-Oriented Dialog Policy Learning","APSIPA2022",,,,,,2022,Nov. "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",,,,,,2022,Nov. "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",2022,Oct. "Ao Liu,Zhen Wu,Jindong Wang,Wenxin Hou,Yidong Wang,Hao Wu,Takahiro Shinozaki,Manabu Okumura,Yue Zhang","Unlabeled Data for Target-Oriented Opinion Words Extraction,","The 29th International Conference on Computational Linguistics (COLING 2022)",,,,,,2022,Oct. "Longfei Yang,Jinsong Zhang,Takahiro Shinozaki","Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification","INTERSPEECH 2022",,,,,"pp. 4312-4316",2022,Sept. "ZHANG Mingxin,篠崎 隆宏","高効率対話方策学習のための規則知識を統合した深層DYNA-Q","日本音響学会2022年秋季研究発表会","日本音響学会2022年秋季研究発表会講演論文集",,,," 3-8-8",2022,Sept. "小松 亮太,岡本 拓磨,篠崎 隆宏","実音声を用いた音声言語獲得エージェントの評価","日本音響学会2022年秋季研究発表会","日本音響学会2022年秋季研究発表会講演論文集",,,," 3-Q-11",2022,Sept. "森谷 崇史,芦原 孝典,安藤 厚志,佐藤 宏,田中 智大,松浦 孝平,増村 亮,デルクロア マーク,篠崎 隆宏","Hybrid RNN-T/Attention 音声認識モデルにおける Triggered Chunkwise Attention と内部言語モデル統合の検討","日本音響学会2022年秋季研究発表会","日本音響学会2022年秋季研究発表会講演論文集",,,," 2-Q-24",2022,Sept. "Longfei Yang,Sheng Li,Jiyi Li,Takahiro Shinozaki","Multi-Domain Dialogue State Tracking with Top-k Slot Self Attention","SIGDIAL 2022","Proceedings of the 23nd Annual Meeting",,,,"pp. 231-236",2022,Sept. "Longfei Yang,Wenqing Wei,Sheng Li,Jiyi Li,Takahiro Shinozaki","Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer’s Speech Detection","INTERSPEECH 2022",,,,,"pp. 541-545",2022,Sept. "Takafumi Moriya,Hiroshi Sato,Tsubasa Ochiai,Marc Delcroix,Takahiro Shinozaki","Streaming Target-Speaker ASR with Neural Transducer","INTERSPEECH 2022",,,,,"pp. 2673-2677",2022,Sept. "Bowen Zhang,Songjun Cao,Xiaoming Zhang,Yike Zhang,Long Ma,Takahiro Shinozaki","Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training","INTERSPEECH 2022",,,,,"pp. 2653-2657",2022,Sept. "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",2022,July "Zhuo Gong,Daisuke Saito,Longfei Yang,Takahiro Shinozaki,Sheng Li,Hisashi Kawai,Nobuaki Minematsu","Self-Adaptive Multilingual ASR Rescoring with Language Identification and Unified Language Model","Odyssey 2022",,,,,"pp. 415-420",2022,July "Takafumi Moriya,Takanori Ashihara,Atsushi Ando,Hiroshi Sato,Tomohiro Tanaka,Kohei Matsuura,Ryo Masumura,Marc Delcroix,Takahiro Shinozaki","Hybrid RNN-T/Attention-Based Streaming ASR with Triggered Chunkwise Attention and Dual Internal Language Model Integration","IEEE ICASSP","ICASSP",,,,"pp. 8282-8286",2022,May "岩本優,篠崎隆宏","wav2vec 2.0 の疑似音素分割と特徴量抽出を利用したES-KMeans による教師なし音声単語発見","日本音響学会2022年春季研究発表会","日本音響学会2022年春季研究発表会講演論文集",,,," 1-3P-1",2022,Apr. "豊田啓介,篠崎隆宏","質問音声に含まれる論理概念を理解する音声言語獲得エージェント","日本音響学会2022年春季研究発表会","日本音響学会2022年春季研究発表会講演論文集",,,," 2-3Q-6",2022,Mar. "小松亮太,豊田啓介,木村友祐,森滉介,Zhang Mingxin,日野健人,篠崎隆宏","OpenAI gym を用いた音声言語獲得ツールキット","日本音響学会2022年春季研究発表会","日本音響学会2022年春季研究発表会講演論文集",,,," 1-8-7",2022,Mar. "Tomohiro Tanaka,Ryota Komatsu,Takuma Okamoto,Takahiro Shinozaki","Pronunciation Adaptive Self Speaking Agent Using WaveGrad","AAAI-SAS","AAAI-SAS 2022",,,," 8 pages",2022,Feb.