| 2017 | ICASSP | Automatic node selection for Deep Neural Networks using Group Lasso regularization. | Tsubasa Ochiai, Shigeki Matsuda, Hideyuki Watanabe, Shigeru Katagiri |
| 2016 | ICASSP | Bottleneck linear transformation network adaptation for speaker adaptive training-based hybrid DNN-HMM speech recognizer. | Tsubasa Ochiai, Shigeki Matsuda, Hideyuki Watanabe, Xugang Lu, Hisashi Kawai, Shigeru Katagiri |
| 2015 | ICASSP | Speaker adaptive training for deep neural networks embedding linear transformation networks. | Tsubasa Ochiai, Shigeki Matsuda, Hideyuki Watanabe, Xugang Lu, Chiori Hori, Shigeru Katagiri |
| 2014 | ICASSP | Sparse representation based on a bag of spectral exemplars for acoustic event detection. | Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori |
| 2014 | ICASSP | Speaker Adaptive Training using Deep Neural Networks. | Tsubasa Ochiai, Shigeki Matsuda, Xugang Lu, Chiori Hori, Shigeru Katagiri |
| 2014 | Interspeech | Ensemble modeling of denoising autoencoder for speech spectrum restoration. | Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori |
| 2013 | ICASSP | Automatic localization of a language-independent sub-network on deep neural networks trained by multi-lingual speech. | Shigeki Matsuda, Xugang Lu, Hideki Kashioka |
| 2013 | Interspeech | Speech spectrum restoration based on conditional restricted boltzmann machine. | Xugang Lu, Shigeki Matsuda, Chiori Hori |
| 2013 | Interspeech | Speech enhancement based on deep denoising autoencoder. | Xugang Lu, Yu Tsao, Shigeki Matsuda, Chiori Hori |
| 2013 | Interspeech | Cross-lingual acoustic model adaptation based on transfer vector field smoothing with MAP. | Masahiro Saiko, Shigeki Matsuda, Ken Hanazawa, Ryosuke Isotani, Chiori Hori |
| 2013 | MDM | Multilingual Speech-to-Speech Translation System: VoiceTra. | Shigeki Matsuda, Xinhui Hu, Yoshinori Shiga, Hideki Kashioka, Chiori Hori, Keiji Yasuda, Hideo Okuma, Masao Uchiyama, Eiichiro Sumita, Hisashi Kawai, Satoshi Nakamura |
| 2012 | COLING | Factored Language Model based on Recurrent Neural Network. | Youzheng Wu, Xugang Lu, Hitoshi Yamamoto, Shigeki Matsuda, Chiori Hori, Hideki Kashioka |
| 2012 | ICASSP | Increasing virtual samples through loss smoothness determination in large geometric margin minimum classification error training. | Tsukasa Ohashi, Hideyuki Watanabe, Jun'ichi Tokuno, Shigeru Katagiri, Miho Ohsaki, Shigeki Matsuda, Hideki Kashioka |
| 2012 | ICASSP | A linear projection approach to environment modeling for robust speech recognition. | Yu Tsao, Chien-Lin Huang, Shigeki Matsuda, Chiori Hori, Hideki Kashioka |
| 2012 | Interspeech | Speech restoration based on deep learning autoencoder with layer-wised pretraining. | Xugang Lu, Shigeki Matsuda, Chiori Hori, Hideki Kashioka |
| 2012 | Interspeech | Speaker-Dependent Voice Activity Detection Robust to Background Speech Noise. | Shigeki Matsuda, Naoya Ito, Kosuke Tsujino, Hideki Kashioka, Shigeki Sagayama |
| 2012 | Interspeech | Tied-State Mixture Language Model for WFST-based Speech Recognition. | Hitoshi Yamamoto, Paul R. Dixon, Shigeki Matsuda, Chiori Hori, Hideki Kashioka |
| 2011 | ICASSP | A sampling-based environment population projection approach for rapid acoustic model adaptation. | Yu Tsao, Shigeki Matsuda, Shinsuke Sakai, Ryosuke Isotani, Hisashi Kawai, Satoshi Nakamura |
| 2011 | IJCNLP | Similarity Based Language Model Construction for Voice Activated Open-Domain Question Answering. | Istvn Varga, Kiyonori Ohtake, Kentaro Torisawa, Stijn De Saeger, Teruhisa Misu, Shigeki Matsuda, Jun'ichi Kazama |
| 2010 | ICASSP | Robot-directed speech detection using Multimodal Semantic Confidence based on speech, image, and motion. | Xiang Zuo, Naoto Iwahashi, Ryo Taguchi, Shigeki Matsuda, Komei Sugiura, Kotaro Funakoshi, Mikio Nakano, Natsuki Oka |
| 2010 | RO-MAN | Detecting robot-directed speech by situated understanding in object manipulation tasks. | Xiang Zuo, Naoto Iwahashi, Ryo Taguchi, Kotaro Funakoshi, Mikio Nakano, Shigeki Matsuda, Komei Sugiura, Natsuki Oka |
| 2009 | ASRU | MAP estimation of online mapping parameters in ensemble speaker and speaking environment modeling. | Yu Tsao, Shigeki Matsuda, Satoshi Nakamura, Chin-Hui Lee |
| 2009 | ICASSP | Temporal contrast normalization and edge-preserved smoothing on temporal modulation structure for robust speech recognition. | Xugang Lu, Shigeki Matsuda, Masashi Unoki, Tohru Shimizu, Satoshi Nakamura |
| 2009 | ICASSP | Objective evaluation of English learners' timing control based on a measure reflecting perceptual characteristics. | Shizuka Nakamura, Shigeki Matsuda, Hiroaki Kato, Minoru Tsuzaki, Yoshinori Sagisaka |
| 2009 | Interspeech | A study on soft margin estimation of linear regression parameters for speaker adaptation. | Shigeki Matsuda, Yu Tsao, Jinyu Li, Satoshi Nakamura, Chin-Hui Lee |
| 2008 | COLING | Multilingual Mobile-Phone Translation Services for World Travelers. | Michael Paul, Hideo Okuma, Hirofumi Yamamoto, Eiichiro Sumita, Shigeki Matsuda, Tohru Shimizu, Satoshi Nakamura |
| 2008 | Interspeech | CENSREC-4: development of evaluation framework for distant-talking speech recognition under reverberant environments. | Masato Nakayama, Takanobu Nishiura, Yuki Denda, Norihide Kitaoka, Kazumasa Yamamoto, Takeshi Yamada, Satoru Tsuge, Chiyomi Miyajima, Masakiyo Fujimoto, Tetsuya Takiguchi, Satoshi Tamura, Tetsuji Ogawa, Shigeki Matsuda, Shingo Kuroiwa, Kazuya Takeda, Satoshi Nakamura |
| 2005 | Interspeech | Spoken dialog system and its evaluation of geographic information system for elderly persons' mobility support. | Takatoshi Jitsuhiro, Shigeki Matsuda, Yutaka Ashikari, Satoshi Nakamura, Ikuko Eguchi Yairi, Seiji Igi |
| 2005 | Interspeech | Outlier detection for acoustic model training using robust statistics. | Shigeki Matsuda, Wolfgang Herbordt, Satoshi Nakamura |
| 2004 | Interspeech | Speech recognition system robust to noise and speaking styles. | Shigeki Matsuda, Takatoshi Jitsuhiro, Konstantin Markov, Satoshi Nakamura |
| 2002 | ICFHR | Context-dependent substroke model for HMM-based on-line handwriting recognition. | Junko Tokuno, Nobuhito Inami, Shigeki Matsuda, Mitsuru Nakai, Hiroshi Shimodaira, Shigeki Sagayama |
| 2000 | ICASSP | Asynchronous-transition HMM. | Shigeki Matsuda, Mitsuru Nakai, Hiroshi Shimodaira, Shigeki Sagayama |
| 2000 | Interspeech | Feature-dependent allophone clustering. | Shigeki Matsuda, Mitsuru Nakai, Hiroshi Shimodaira, Shigeki Sagayama |