Yuki Saito

I'm a master's student in Saruwatari Lab. at the University of Tokyo.
My research interests are speech synthesis, machine learning, machine intelligence, and so on.
Email: yuuki_saito {at} ipc.i.u-tokyo.ac.jp

Demonstrations:


Publications:

Journal Papers

  1. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Statistical parametric speech synthesis incorporating generative adversarial networks," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 26, No. 1, pp. 84--96, Jan. 2018. (IEEE Xplore)
  2. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Voice conversion using input-to-output highway networks," IEICE Transactions on Information and Systems, Vol. E100-D, No. 8, pp. 1925--1928, Aug. 2017. (J-STAGE)

International Conferences (Peer-Reviewed)

  1. Hiroyuki Miyoshi, Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Voice conversion using sequence-to-sequence learning of context posterior probabilities," Proc. INTERSPEECH, pp. 1268--1272, Stockholm, Sweden, Aug. 2017. (arXiv preprint, Slide, Speech samples)
  2. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Training algorithm to deceive anti-spoofing verification for DNN-based speech synthesis," Proc. ICASSP, pp. 4900--4904, New Orleans, U.S.A., Mar. 2017. (Spoken Language Processing Student Grant of ICASSP 2017), (PDF, Slide)
  3. Yuki Saito, and Hiroshi Tenmoto, "Construction of highly interpretable classification rule based on linear SVM," Proc. ISTS, Taipei, Taiwan, Nov. 2014.

Technical Reports

  1. Masakazu Une, Yuki Saito, Shinnosuke Takamichi, Daichi Kitamura, Ryoichi Miyazaki and Hiroshi Saruwatari, "Generative adversarial training of the noise generation model for speech synthesis using speech in noise," IPSJ SIG Technical Report, 2017-SLP-118, No. 1, pp. 1-6, Oct. 2017. (in Japanese) (PDF, Slide)
  2. Hiroyuki Miyoshi, Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Voice conversion using sequence-to-sequence learning of context posterior probabilities and evaluation of the dual learning," IEICE Technical Report, SP2017-16, Vol. 117, No. 160, pp. 9--14, Jul. 2017. (in Japanese) (PDF, Slide)
  3. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Training algorithm to deceive anti-spoofing verification for DNN-based text-to-speech synthesis," IPSJ SIG Technical Report, 2017-SLP-115, No. 1, pp. 1-6, Feb. 2017. (in Japanese) (PDF, Slide)
  4. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Evaluation of DNN-based voice conversion deceiving anti-spoofing verification," IEICE Technical Report, SP2016-69, Vol. 116, No. 414, pp. 29--34, Jan. 2017. (in Japanese, Student Poster Award) (PDF, Poster)

Domestic Conferences

  1. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Experimental investigation of divergences in adversarial DNN-based speech synthesis," Proc. ASJ, Autumn meeting, 1-8-7, pp. 189--192, Sep. 2017. (in Japanese) (PDF, Slide)
  2. Shinnosuke Takamichi, Tomoki Koriyama, Yuki Saito, and Hiroshi Saruwatari, "Evaluation of inter-utterance variation in speech synthesis based on moment-matching networks," Proc. ASJ, Autumn meeting, 1-8-9, pp. 195--196, Sep. 2017. (in Japanese) (PDF, Slide)
  3. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Adversarial DNN-based voice conversion based on spectral differentials using highway networks," Proc. ASJ, Spring meeting, 1-6-14, pp. 235--236, Mar. 2017. (in Japanese, IEEE Signal Processing Society Tokyo Joint Chapter Student Award) (PDF, Slide)
  4. Hiroyuki Miyoshi, Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Voice conversion using sequence-to-sequence learning of context posterior probabilities," Proc. ASJ, Spring meeting, 1-6-15, pp. 237--238, Mar. 2017. (in Japanese) (PDF, Slide)
  5. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "F0 contour and duration generation for adversarial DNN-based speech synthesis," Proc. ASJ, Spring meeting, 2-6-6, pp. 257--258, Mar. 2017. (in Japanese) (PDF, Slide)
  6. Yuki Saito, Shinnosuke Takamichi, and Hiroshi Saruwatari, "Training algorithm considering anti-spoofing verification for DNN-based speech synthesis," Proc. ASJ, Autumn meeting, 3-5-1, pp. 149--150, Sep. 2016. (in Japanese, Student Presentation Award) (PDF, Slide)


Awards:

  1. The 1st IEEE Signal Processing Society Tokyo Joint Chapter Student Award, Nov., 2017.
  2. Spoken Language Processing Student Grant of ICASSP, Mar., 2017.
  3. 2017 IEICE ISS Student Poster Award, Jan., 2017.
  4. The 14th Best Student Presentation Award of ASJ, Mar., 2017.
  5. Graduation Research Award, Advanced Course of Electronic and Information Systems Engineering, National Institute of Technology, Kushiro College, Feb., 2016.


Education: