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Unsupervised Speech Enhancement Based on Multichannel NMF-Informed Beamforming for Noise-Robust Automatic Speech Recognition


Mar 31, 2019
Kazuki Shimada, Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara


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Transfer learning of language-independent end-to-end ASR with language model fusion


Nov 06, 2018
Hirofumi Inaguma, Jaejin Cho, Murali Karthick Baskar, Tatsuya Kawahara, Shinji Watanabe


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Statistical Speech Enhancement Based on Probabilistic Integration of Variational Autoencoder and Non-Negative Matrix Factorization


Mar 19, 2018
Yoshiaki Bando, Masato Mimura, Katsutoshi Itoyama, Kazuyoshi Yoshii, Tatsuya Kawahara

* 5 pages, 3 figures, version that Eqs. (9), (19), and (20) in v2 (submitted to ICASSP 2018) are corrected. Samples available here: http://sap.ist.i.kyoto-u.ac.jp/members/yoshiaki/demo/vae-nmf/ 

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Detection of social signals for recognizing engagement in human-robot interaction


Sep 29, 2017
Divesh Lala, Koji Inoue, Pierrick Milhorat, Tatsuya Kawahara

* AAAI Fall Symposium on Natural Communication for Human-Robot Collaboration, 2017 

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