Takuma OKAMOTO, Ph.D.
Last update : 30 Jan. 2021. (Our three papers have been accepted for ICASSP 2021.)
Publications in Japanese
Introduction
Research Interests
- Sound field control
- Speech synthesis
- Microphone / loudspeaker array signal processing
- Spoken language processing
Publications (Google Scholar Citations, ResearchGate, researchmap)
- Journal Papers
- Y.-C. Wu, T. Hayashi, T. Okamoto, H. Kawai and T. Toda,
"Quasi-Periodic Parallel WaveGAN: A non-autoregressive raw waveform generative model with pitch-dependent dilated convolution neural network,"
IEEE/ACM Trans. Audio Speech Lang. Process., vol. 29, pp. 792–806, 2021. [IEEE Xplore] [Open access (PDF)]
- K. Matsubara, T. Okamoto, R. Takashima, T. Takiguchi, T. Toda, Y. Shiga and H. Kawai,
"Investigation of training data size for real-time neural vocoders on CPUs,"
Acoust. Sci. Tech., vol. 42, no. 1, pp. 65–68, Jan. 2021. [Open access (PDF)]
- T. Okamoto,
"Mode-matching-based sound field recording and synthesis with circular double-layer arrays,"
Appl. Sci., vol. 8, no. 7, 1048, July, 2018. [Open access (PDF)]
- T. Okamoto, K. Tachibana, T. Toda, Y. Shiga and H. Kawai,
"Deep neural network-based power spectrum reconstruction to improve quality of vocoded speech with limited acoustic parameters,"
Acoust. Sci. & Tech., vol. 39, no. 2, pp. 163–166, Mar. 2018. [Open access (PDF)]
- T. Okamoto,
"Localized sound zone generation based on external radiation canceller,"
J. Inf. Hiding Multimed. Signal Process. vol. 8, no. 6, pp. 1335–1351, Nov. 2017. [Open access (PDF)]
- T. Okamoto,
"Horizontal local sound field propagation based on sound source dimension mismatch,"
J. Inf. Hiding Multimed. Signal Process., vol. 8, no. 5, pp. 1609–1081, Sept. 2017. [Open access (PDF)]
- T. Okamoto and A. Sakaguchi,
"Experimental validation of spatial Fourier transform-based multiple sound zone generation with a linear loudspeaker array,"
J. Acoust. Soc. Am., vol. 141, no. 3, pp. 1769–1780, Mar. 2017. [Open access (PDF)]
- T. Okamoto, A. Hiroe and H. Kawai,
"Reducing latency for language identification based on large-vocabulary continuous speech recognition,"
Acoust. Sci. & Tech., vol. 38, no. 1, pp. 38–41, Jan. 2017. [Open access (PDF)]
- S. Sakamoto, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Sound-space recording and binaural presentation system based on a 252ch spherical microphone array,"
Acoust. Sci. & Tech., vol. 36, no. 6, pp. 516–526, Nov. 2015. [Open access (PDF)] (The 57th Sato Prize Paper Award in ASJ)
- J. Trevino, T. Okamoto, Y. Iwaya, J. Li and Y. Suzuki,
"A spatial extrapolation method to derive high-order Ambisonics data from stereo sources,"
J. Inf. Hiding Multimed. Signal Process., vol. 6, no. 6, pp. 1100–1116, Nov. 2015. [Open access (PDF)]
- T. Okamoto, S. Enomoto and R. Nishimura
"Least squares approach in wavenumber domain for sound field recording and reproduction using multiple parallel linear arrays,"
Appl. Acoust., vol. 86, pp. 95–103, Dec. 2014.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Sound field reproduction using Ambisonics and irregular loudspeaker arrays,"
IEICE Trans. Fund. Electron. Comm. Comput. Sci., vol. 97-A, no. 9, pp. 1832–1839, Sept. 2014.
- Y. Suzuki, T. Okamoto, J. Trevino, Z.-L. Cui, S. Sakamoto, Y. Iwaya and M. Otani,
"3D spatial sound systems compatible with human's active listening to realize rich high-level kansei information,"
Interdiscip. Inf. Sci., vol. 18, no. 2, pp. 71–82, Dec. 2012. [Open access (PDF)]
- C-S. Han, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Loudspeaker distributions suitable for crosstalk cancellers robust to head
rotation,"
Acoust. Sci. & Tech. vol. 33, no. 4, pp. 266–269, July 2012. [Open access (PDF)]
- T. Kimura, Y. Yamakata, M. Katsumoto, T. Okamoto, S. Yairi, Y. Iwaya and Y. Suzuki,
"Three-dimensional radiated sound field display system using directional loudspeakers and wave field synthesis,"
Acoust. Sci. & Tech., vol. 33, no. 1, pp. 11–20, Jan. 2012. [Open access (PDF)]
- T. Okamoto, Y. Iwaya and Y. Suzuki
"Wide-band dereverberation method based on multichannel linear prediction using prewhitening filter,"
Appl. Acoust., vol. 73, no. 1, pp. 50–55, Jan. 2012.
- H-S. Wey, A. Ito, T. Okamoto and Y. Suzuki,
"Multiple description coding using time domain division for MP3 coded sound signal,"
J. Inf. Hiding Multimed. Signal Process., vol. 1, no.4, pp. 269–285, Oct. 2010. [Open access (PDF)]
- T. Okamoto, R. Nishimura and Y. Iwaya,
"Estimation of sound source positions using a surrounding microphone array,"
Acoust. Sci. & Tech., vol. 28, no. 3, pp. 181–189, May 2007. [Open access (PDF)]
- Book Chapters
- Y. Shiga, J. Ni, K. Tachibana and T. Okamoto,
"Text-to-Speech Synthesis,"
Book chapter of Speech-to-Speech Translation, pp. 39–52, 2020.
- T. Okamoto, Y. Iwaya and Y. Suzuki,
"Estimation of high-resolution sound properties for realizing an editable sound-space system,"
Book chapter of Principles and applications on spatial hearing, pp. 407–416, Mar. 2011.
- T. Okamoto, B. FG Katz, M. Noisternig, Y. Iwaya and Y. Suzuki,
"Implementation of real-time room auralization using a surrounding 157 loudspeaker array,"
Book chapter of Principles and applications on spatial hearing, pp. 373–382, Mar. 2011.
- S. Sakamoto, J. Kodama, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Effects of microphone arrangement on the accuracy of a spherical microphone array (SENZI) in acquiring high-definition 3D sound space information,"
Book chapter of Principles and applications on spatial hearing, pp. 314–323, Mar. 2011.
- Invited lectures
- T. Okamoto,
"Spatial Fourier transform-based localized sound zone generation methods with loudspeaker arrays,"
J. Acoust. Soc. Am., vol. 146, no. 4, pp. 2761–2762, Oct. 2019. [Abstract] [Presentation slide (SlideShare)]
178th meeting of the Acousical Society of America, Dec. 2019.
- T. Okamoto,
"Over 100 channels sound field recording and reproduction systems and their applications,"
Centre for Noise and Viblation Control Seminar in KAIST, Mar. 2012.
- Proceedings of International Conferences, Symposiums and Workshops
- K. Matsubara, T. Okamoto, R. Takashima, T. Takiguchi, T. Toda, Y. Shiga and H. Kawai,
"High-intelligibility speech synthesis for dysarthric speakers with LPCNet-based TTS and CycleVAE-based VC,"
Proc. ICASSP 2021, June 2021. (accepted, to appear)
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Noise level limited sub-modeling for diffusion probabilistic vocoders,"
Proc. ICASSP 2021, June 2021. (accepted, to appear)
- T. Okamoto,
"Close-talking recording with planarly distributed microphones,"
Proc. ICASSP 2021, June 2021. (accepted, to appear) [MATLAB code (Code Ocean)]
- Y.-C. Wu, T. Hayashi, T. Okamoto, H. Kawai and T. Toda,
"Quasi-periodic parallel WaveGAN vocoder: A non-autoregressive pitch-dependent dilated convolution model for parametric speech generation,"
Proc. Interspeech 2020, pp. 3535–3539, Oct. 2020. [Open access (PDF)]
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Transformer-based text-to-speech with weighted forced attention,"
Proc. ICASSP 2020, pp. 6729–6733, May 2020. [IEEE Xplore] [Poster (PDF in SigPort)] [Presentation video] [Demo samples]
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Tacotron-based acoustic model using phoneme alignment for practical neural text-to-speech systems,"
Proc. ASRU 2019, pp. 214–221, Dec, 2019. [IEEE Xplore] [Poster (PDF)]
- T. Okamoto,
"3D localized sound zone generation with a planar omni-directional loudspeaker array,"
Proc. WASPAA 2019, pp. 110–114, Oct. 2019. [IEEE Xplore] [Poster (PDF in SigPort)]
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Real-time neural text-to-speech with sequence-to-sequence acoustic model and WaveGlow or single Gaussian WaveRNN vocoders,"
Proc. Interspeech 2019, pp. 1308–1312, Sept. 2019. [Open access (PDF)] [Presentation slide (SlideShare)]
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Investigations of real-time Gaussian FFTNet and parallel WaveNet neural vocoders with simple acoustic features,"
Proc. ICASSP 2019, pp. 7020–7024, May 2019. [IEEE Xplore] [Poster (PDF in SigPort)]
- T. Okamoto,
"Horizontal 3D sound field recording and 2.5D synthesis with omni-directional circular arrays,"
Proc. ICASSP 2019, pp. 960–964, May 2019. [IEEE Xplore] [Poster (PDF in SigPort)]
- T. Okamoto, T. Toda, Y. Shiga and H. Kawai,
"Improving FFTNet vocoder with noise shaping and subband approaches,"
Proc. SLT 2018, pp. 304–311, Dec. 2018. [IEEE Xplore] [Poster (PDF)]
- T. Okamoto,
"2.5D localized sound zone generation with a circular array of fixed-directivity loudspeakers,"
Proc. IWAENC 2018, pp. 321–325, Sept. 2018. [IEEE Xplore] [Poster (PDF)]
- T. Okamoto, K. Tachibana, T. Toda, Y. Shiga and H. Kawai,
"An investigation of subband WaveNet vocoder covering entire audible frequency range with limited acoustic features,"
Proc. ICASSP 2018, pp. 5654–5658, Apr. 2018. [IEEE Xplore] [[Poster (PDF in SigPort)]
- T. Okamoto, K. Tachibana, T. Toda, Y. Shiga and H. Kawai,
"Subband WaveNet with overlapped single-sideband filterbanks,"
Proc. ASRU 2017, pp. 698–704, Dec. 2017. [IEEE Xplore] [Poster (PDF)]
- T. Okamoto,
"Angular spectrum decomposition-based 2.5D higher-order spherical harmonic sound field synthesis with a linear loudspeaker array,"
Proc. WASPAA 2017, pp. 180–184, Oct. 2017. [IEEE Xplore] [Poster (PDF)]
- T. Okamoto,
"Analytical approach to 2.5D sound field control using a circular double-layer array of fixed-directivity loudspeakers,"
Proc. ICASSP 2017, pp. 91–95, Mar. 2017. [IEEE Xplore] [Presentation slide (PDF)]
- T. Okamoto,
"2.5D higher-order Ambisonics for a sound field described by angular spectrum coefficients,"
Proc. ICASSP 2016, pp. 326–330, Mar. 2016. [Poster (PDF)]
- T. Okamoto,
"Analytical methods of generating multiple sound zones for open and baffled circular loudspeaker arrays,"
Proc. WASPAA 2015, Oct. 2015. [Poster (PDF)]
- T. Okamoto, N. Kanda and C. Hori,
"Recurrent neural network scenario modeling for WFST based statistical dialogue management,"
Proc. MLSLP 2015, Sept. 2015.
- T. Okamoto,
"Near-field sound propagation based on a circular and linear array combination,"
Proc. ICASSP 2015, pp. 624–628, Apr. 2015. [Poster (PDF)]
- T. Okamoto,
"Generation of multiple sound zones by spatial filtering in wavenumber domain using a linear array of loudspeakers,"
Proc. ICASSP 2014, pp. 4733–4737, May 2014. [Presentation slide (PDF)]
- J. Trevino, T. Okamoto, C. Salvador, Y. Iwaya, Z.-L. Cui, S. Sakamoto and Y. Suzuki,
"High-order Ambisonics auditory displays for the scalable presentation of immersive 3D audio-visual contents,"
Proc. ICAT2013, Dec. 2013.
- J. Trevino, T. Okamoto, Y. Iwaya, J. Li and Y. Suzuki,
"Extrapolation of horizontal Ambisonics data from mainstream stereo sources,"
Proc. IIH-MSP 2013, pp. 302–305, Oct. 2013. (invited paper)
- Y. Suzuki, J. Trevino, T. Okamoto, Z.-L. Cui, S. Sakamoto and Y. Iwaya,
"High definition 3D auditory displays and microphone arrays for the use with future 3D TV,"
Proc. 3DSA2013, June 2013. (invited talk)
- S. Sakamoto, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Improvement of accuracy of 3D sound space synthesized by real-time
"SENZI", a sound space information acquisition system using spherical
array with numerous microphones,"
Proc. ICA 2013, 055051, pp. 1–9, June 2013. (invited paper)
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Evaluation of different spatial windows for a multi-channel audio
interpolation system,"
Proc. ICA 2013, 055028, pp. 1–9, June 2013.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Reproducing discrete multi-channel audio using arbitrary loudspeaker configurations,"
Proc. AES Japan Sec. Conf. in Sendai, Oct. 2012.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Ambisonic synthesis of directional sources using non-spherical loudspeaker arrays,"
Proc. AES 25th UK Conf. and 4th Int. Symp. on Ambisonics and Spherical Acoust., pp. 10–1–5, Mar. 2012.
- Y. Suzuki, T. Okamoto, J. Trevino, T. Kimura, S. Sakamoto, Z.-L. Cui, M. Katsumoto and Y. Iwaya,
"Toward 3D spatial audio systems with high sense-of-presense,"
Proc. 5th Int. Univers. Commun. Symp., Oct. 2011. (invited lecture)
- C-S. Han, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Loudspeaker distributions suitable for crosstalk cancellers robust to changes in the listening position,"
Proc. 5th Int. Univers. Commun. Symp., Oct. 2011.
- Y. Iwaya, T. Okamoto, J. Trevino, S. Sakamoto and Y. Suzuki,
"Measurement/reproduction of high-definition sound space information using numerous microphones/loudspeakers,"
Proc. inter-noise 2011, Sept. 2011. (invited lecture)
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Evaluation of a new ambisonic decoder for irregular loudspeaker arrays using
interaural cues,"
Proc. 3nd Int. Symp. on Ambisonics and Spherical Acoust., June 2011. [Presentation slide (PDF)]
- T. Kimura, Y. Yamakata, M. Katsumoto, T. Okamoto, S. Yairi, Y. Iwaya and Y. Suzuki,
"Comparative performance evaluation of near 3D sound field reproduction system with directional loudspeakers and wave field synthesis,"
Proc. 4th Int. Univers. Commun. Symp., pp. 220–227, Oct. 2010.
- T. Okamoto, Z.-L. Cui, Y. Iwaya and Y. Suzuki,
"Implementation of a high-definition 3D audio-visual display based on higher-order Ambisonics using a 157-loudspeaker array combined with a 3D projection display,"
Proc. IEEE IC-NIDC 2010, pp. 179–183, Sept. 2010. [Presentation slide (PDF)]
- D. Cabrera, T. Okamoto, B. FG Katz, M. Noisternig, Y. Iwaya and Y. Suzuki,
"Considerations in characterising an almost anechoic room for interactive spatial audio reproduction,"
Proc. Int. Symp. on Room Acoust. 2010, P4g, Aug. 2010.
- T. Okamoto, Y. Iwaya and Y. Suzuki,
"Blind directivity estimation of a sound source in a room using a surrounding microphone array,"
Proc. ICA 2010,
Aug. 2010. [Presentation slide (PDF)]
- S. Sakamoto, J. Kodama, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"SENZI, a 3D sound-space recording system using spherical microphone array with 252-ch microphones,"
Proc. ICA 2010,
Aug. 2010.
- Y. Iwaya, W. Sato, T. Okamoto, M. Otani and Y. Suzuki,
"Interpolation method of head-related transfer functions in the z-plane domain using a common-pole-zero model,"
Proc. ICA 2010,
Aug. 2010.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Higher order Ambisonic decoding method for irregular loudspeaker arrays,"
Proc. ICA 2010,
Aug. 2010.
- H-S. Wey, A. Ito, T. Okamoto and Y. Suzuki,
"Multiple description coding for MP3 coded sound signal,"
Proc. ICA 2010,
Aug. 2010.
- T. Okamoto, D. Cabrera, M. Noisternig, B. FG Katz, Y. Iwaya and Y. Suzuki,
"Improving sound field reproduction in a small room based on
higher-order Ambisonics with a 157-loudspeaker array,"
Proc. 2nd Int. Symp. on Ambisonics and Spherical Acoust., Poster 5, May 2010. [Poster (PDF)]
- T. Okamoto, B. FG Katz, M. Noisternig, Y. Iwaya and Y. Suzuki,
"Implementation of real-time room auralization using a surrounding 157 loudspeaker array,"
Proc. IWPASH 2009 (eProceedings),
Nov. 2009. [Poster (PDF)]
- T. Okamoto, Y. Iwaya and Y. Suzuki,
"Toward an editable sound-space system using high-resolution sound properties,"
Proc. IWPASH 2009 (eProceedings),
Nov. 2009. [Poster (PDF)]
- J. Kodama, S. Sakamoto, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Effects of microphone arrangements on the accuracy of a spherical
microphone array (SENZI) in acquiring high-definition 3D sound space
information,"
Proc. IWPASH 2009 (eProceedings),
Nov. 2009.
- T. Kimura, Y. Yamakata, M. Katsumoto, T. Okamoto, S. Yairi, Y. Iwaya and Y. Suzuki,
"Development of real system in near 3D sound field reproduction system using directional loudspeakers and wave field synthesis,"
Proc. WESPAC X, ID: 0164, Sept. 2009.
- Abstracts of International Conferences and Symposiums
- J. Trevino, T. Okamoto, Y. Iwaya, S. Sakamoto and Y. Suzuki,
"Evaluation of a high-order Ambisonics decoder for irregular loudspeaker arrays through reproduced field measurements,"
J. Acoust. Soc. Am., vol. 135, no. 4, pp. 2394, Apl. 2014.
167th meeting of the Acoustical Society of America, May 2014.
- T. Okamoto, Y. Iwaya and Y. Suzuki,
"Acoustic privacy area generation based on simple summation of numerous loudspeaker signals,"
J. Acoust. Soc. Am., vol. 131, no. 4, pp. 3481, Apl. 2012.
Acoustics 2012, May 2012. [Presentation slide (PDF)]
- S. Sakamoto, J. Kodama, S. Hongo, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Realization of sound space information acquisition system using a 252ch spherical microphone array,"
J. Acoust. Soc. Am., vol. 131, no. 4, pp. 3256, Apl. 2012.
Acoustics 2012, May 2012.
- Proceedings of International Conferences and Symposiums (not peer review)
- T. Okamoto, Y. Iwaya and Y. Suzuki,
"Acoustic privacy technique based on simple summation by multichannel loudspeaker array,"
Proc. The Joint Int. Conf. of the 5th Int. Symp. and the 4th Student-Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 282–283, Feb. 2012.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Three dimensional auditory display using Ambisonics with irregular loudspeaker arrays,"
Proc. The Joint Int. Conf. of the 5th Int. Symp. and the 4th Student-Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 280–281, Feb. 2012.
- C-S. Han, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Loudspeaker arrangements for transaural auditory displays robust to listener's head rotation,"
Proc. The Joint Int. Conf. of the 5th Int. Symp. and the 4th Student-Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 278–279, Feb. 2012.
- Y. Suzuki, T. Okamoto, J. Trevino, Z.-L. Cui, Y. Iwaya, S. Sakamoto and M. Otani,
"Toward realizing high sense-of-presense communications with 3D spatial sound systems,"
Proc. The Joint Int. Conf. of the 5th Int. Symp. and the 4th Student-Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 124–149, Feb. 2012.
- T. Okamoto, Y. Iwaya, S. Sakamoto and Y. Suzuki
"Implementation of higher order Ambisonics recording array with 121 microphones,"
Proc. 3rd Student Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 71–72, Oct. 2010. [Presentation slide (PDF)]
- Y. Suzuki, Y. Iwaya, S. Sakamoto and T. Okamoto,
"Development of acoustic systems realizing communications with high sense-of-presence,"
Proc. 4th Int. Symp. on Inf. Electr. Syst., pp. 52–59, July 2010.
- J. Trevino, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Development of a higher order ambisonics encoder and decoder for a 157-channel surround speaker array,"
Proc. 5th Int. Symp. on Medical, Bio- and Nano-Electr.,
pp.137–138, Feb. 2010.
- C-S. Han, T. Okamoto, Y. Iwaya and Y. Suzuki,
"Dynamic crosstalk canceller for a transaural system responsive to head rotation,"
Proc. 5th Int. Symp. on Medical, Bio- and Nano-Electr.,
pp. 135–136, Feb. 2010.
- S-J. Hahm, T. Okamoto, H-S. Wey, Y. Suzuki and S. Makino,
"New approaches to the network-oriented information technologies for the pleasant sound communications,"
Proc. 1st Student Organizing Int. Mini-Conf. on Inf. Electr. Syst., pp. 219, Oct. 2008.
- H-S. Wey, T. Okamoto, S-J. Hahm, and D-G. Kang,
"Toward the realization of network-oriented pleasant sound communication systems,"
Proc. 1st Int. Symp. on Center of Education and Research for Inf. Electr. Syst. Global Center of Excellence 2007,
PO-27, Nov. 2007.
- T. Okamoto, R. Nishimura and Y. Iwaya,
"Estimation of sound source positions using a surrounding microphone array,"
Proc. Joint Int. Conf. of 4th Int. Symp. on Syst. Construction of Global-Network-Oriented Inform.
Electr. and Student-Organizing Int. Mini-Conf. on Inf.
Electr. Syst,
pp.328–329, Jan. 2007. [Presentation slide (PDF)]
Awards
- The 57th Sato Prize Paper Award
- The 32nd Awaya Prize Young Researcher Award
Grants
- Grant-in-Aid for Scientific Research (C) : (18K11387)
from JSPS, Apr. 2018 to Mar. 2021.
- Grant-in-Aid for Young Scientists (B) : (15K21674)
from JSPS, Apr. 2015 to Mar. 2018.
- Grant-in-Aid for Young Scientists (B) : (25871208)
from JSPS, Apr. 2013 to Mar. 2015.
- ICA Young Scientist Award
- Grant-in-Aid for JSPS Fellows (DC2) : (19-55071)
from JSPS, Nov. 2007 to Mar. 2009.
Educational Background
- 2000.4 – 2004.3: Bachelor student, School of Engineering, Tohoku University, Japan
- 2004.4 – 2006.3: Master student, Graduate School of Information Sciences, Tohoku University, Japan
- 2006.4 – 2009.3: Ph.D. student, Graduate School of Information Sciences, Tohoku University, Japan
Professional Career
- 2007.6 – 2007.10: Research assistant, Tohoku University, Japan
- 2007.11 – 2009.3: Research fellow (DC2), Japan Society for the Promotion of Science, Japan
- 2009.4 – 2009.6: Post-doctor research fellow, Tohoku University, Japan
- 2009.7 – 2012.3: COE fellow, Tohoku University, Japan
- 2012.4 – 2020.6: Researcher, National Institute of Information and Communications Tehnology, Japan
- 2020.7 – present: Senior researcher, National Institute of Information and Communications Tehnology, Japan
- 2013.9 – 2015.3, Part-time lecturer, Doshisha University, Japan
- 2019.9 – 2020.3, Part-time lecturer, Kansai University, Japan
Academic Society Membership
Peer Reviewing
Publications in Japanese Records of official trips overseas