Yotaro Kubo

Publication Activity (10 Years)

Years Active: 2007-2022
Publications (10 Years): 6

Top Topics

Speech Recognition

Bayesian Modeling

Top Venues

Publications

Yotaro Kubo, Shigeki Karita, Michiel Bacchiani
Knowledge Transfer from Large-Scale Pretrained Language Models to End-To-End Speech Recognizers. ICASSP (2022)
Yotaro Kubo, Shigeki Karita, Michiel Bacchiani
Knowledge Transfer from Large-scale Pretrained Language Models to End-to-end Speech Recognizers. CoRR (2022)
Shigeki Karita, Yotaro Kubo, Michiel Adriaan Unico Bacchiani, Llion Jones
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition. Interspeech (2021)
Shigeki Karita, Yotaro Kubo, Michiel Adriaan Unico Bacchiani, Llion Jones
A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition. CoRR (2021)
Yotaro Kubo, Michiel Bacchiani
Joint Phoneme-Grapheme Model for End-To-End Speech Recognition. ICASSP (2020)
Yotaro Kubo, George Tucker, Simon Wiesler
Compacting Neural Network Classifiers via Dropout Training. CoRR (2016)
Marc Delcroix, Takuya Yoshioka, Atsunori Ogawa, Yotaro Kubo, Masakiyo Fujimoto, Nobutaka Ito, Keisuke Kinoshita, Miquel Espi, Shoko Araki, Takaaki Hori, Tomohiro Nakatani
Strategies for distant speech recognitionin reverberant environments. EURASIP J. Adv. Signal Process. 2015 (2015)
Masakiyo Fujimoto, Yotaro Kubo, Tomohiro Nakatani
Unsupervised non-parametric Bayesian modeling of non-stationary noise for model-based noise suppression. ICASSP (2014)
Yotaro Kubo, Jun Suzuki, Takaaki Hori, Atsushi Nakamura
Restructuring output layers of deep neural networks using minimum risk parameter clustering. INTERSPEECH (2014)
Takaaki Hori, Yotaro Kubo, Atsushi Nakamura
Real-time one-pass decoding with recurrent neural network language model for speech recognition. ICASSP (2014)
Marc Delcroix, Takuya Yoshioka, Atsunori Ogawa, Yotaro Kubo, Masakiyo Fujimoto, Nobutaka Ito, Keisuke Kinoshita, Miquel Espi, Shoko Araki, Takaaki Hori, Tomohiro Nakatani
Defeating reverberation: Advanced dereverberation and recognition techniques for hands-free speech recognition. GlobalSIP (2014)
Miquel Espi, Masakiyo Fujimoto, Yotaro Kubo, Tomohiro Nakatani
Spectrogram patch based acoustic event detection and classification in speech overlapping conditions. HSCMA (2014)
Mathieu Blondel, Yotaro Kubo, Naonori Ueda
Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion. AISTATS (2014)
Yotaro Kubo, Takaaki Hori, Atsushi Nakamura
A method for structure estimation of weighted finite-state transducers and its application to grapheme-to-phoneme conversion. INTERSPEECH (2013)
Yotaro Kubo, Takaaki Hori, Atsushi Nakamura
Large vocabulary continuous speech recognition based on WFST structured classifiers and deep bottleneck features. ICASSP (2013)
Marc Delcroix, Keisuke Kinoshita, Tomohiro Nakatani, Shoko Araki, Atsunori Ogawa, Takaaki Hori, Shinji Watanabe, Masakiyo Fujimoto, Takuya Yoshioka, Takanobu Oba, Yotaro Kubo, Mehrez Souden, Seong-Jun Hahm, Atsushi Nakamura
Speech recognition in living rooms: Integrated speech enhancement and recognition system based on spatial, spectral and temporal modeling of sounds. Comput. Speech Lang. 27 (3) (2013)
Marc Delcroix, Yotaro Kubo, Tomohiro Nakatani, Atsushi Nakamura
Is speech enhancement pre-processing still relevant when using deep neural networks for acoustic modeling? INTERSPEECH (2013)
Yotaro Kubo, Shinji Watanabe, Takaaki Hori, Atsushi Nakamura
Structural Classification Methods Based on Weighted Finite-State Transducers for Automatic Speech Recognition. IEEE Trans. Speech Audio Process. 20 (8) (2012)
Yotaro Kubo, Takaaki Hori, Atsushi Nakamura
Integrating Deep Neural Networks into Structural Classification Approach based on Weighted Finite-State Transducers. INTERSPEECH (2012)
Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura
Decoding network optimization using minimum transition error training. ICASSP (2012)
Shinji Watanabe, Yotaro Kubo, Takanobu Oba, Takaaki Hori, Atsushi Nakamura
Bag Of ARCS: New representation of speech segment features based on finite state machines. ICASSP (2012)
Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlüter, Hermann Ney
Basis vector orthogonalization for an improved kernel gradient matching pursuit method. ICASSP (2012)
Yotaro Kubo, Shigeki Okawa, Akira Kurematsu, Katsuhiko Shirai
Temporal AM-FM combination for robust speech recognition. Speech Commun. 53 (5) (2011)
Yotaro Kubo, Simon Wiesler, Ralf Schlüter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi
Subspace pursuit method for kernel-log-linear models. ICASSP (2011)
Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlüter, Hermann Ney
Feature selection for log-linear acoustic models. ICASSP (2011)
Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi
A regularized discriminative training method of acoustic models derived by minimum relative entropy discrimination. INTERSPEECH (2010)
Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Erik McDermott, Tetsunori Kobayashi
A Sequential Pattern Classifier Based on Hidden Markov Kernel Machine and Its Application to Phoneme Classification. IEEE J. Sel. Top. Signal Process. 4 (6) (2010)
Yotaro Kubo, Shigeki Okawa, Akira Kurematsu, Katsuhiko Shirai
A comparative study on AM and FM features. INTERSPEECH (2008)
Yotaro Kubo, Akira Kurematsu, Katsuhiko Shirai, Shigeki Okawa
Noisy speech recognition using temporal AM-FM combination. ICASSP (2008)
Yotaro Kubo, Shigeki Okawa, Akira Kurematsu, Katsuhiko Shirai
Recognizing Reverberant Speech Based on Amplitude and Frequency Modulation. IEICE Trans. Inf. Syst. (3) (2008)
Yotaro Kubo, Shigeki Okawa, Akira Kurematsu, Katsuhiko Shirai
A study on temporal features derived by analytic signal. INTERSPEECH (2007)