メディア情報研究部

2022

論文

1. Ken Mano, Hideki Sakurada & Yasuyuki Tsukada (2022). Quality and quantity pair as trust metric. IEICE Transactions on Information and Systems.
2. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations. EEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).
3. Wangyou Zhang, Xuankai Chang, Christoph Boeddeker, Tomohiro Nakatani, Shinji Watanabe & Yanmin Qian (2022). End-to-end dereverberation, beamforming, and speech recognition in a cocktail party. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 30, 3173-3188.
4. Marc Delcroix, Jorge Bennasar Vázquez, Tsubasa Ochiai, Keisuke Kinoshita, Yasunori Ohishi & Shoko Araki (2022). Soundbeam: target sound extraction conditioned on sound-class labels and enrollment clues for increased performance and continuous learning. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).
5. Kenji Ishikawa, Kohei Yatabe, Yasuhiro Oikawa, Yoshifumi Shiraki & Takehiro Moriya (2022). Speckle holographic imaging of sound field using fresnel lens. Optics Letters.
6. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). BYOL for audio: Exploring pre-trained general-purpose audio representations. IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP).
7. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations. Proceedings of Machine Learning Research (PMLR).
8. Li Li, Kohei Yatabe, Hirokazu Kameoka & Shoji Makino (2022). FastMVAE2: On improving and accelerating the fast variational autoencoder-based source separation algorithm for determined mixtures. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP).
9. X. Wu, Y. Sun, A. Kimura, and K. Kashino, "Contrast enhancement based on reflectance-oriented probabilistic equalization," Signal Processing, vol. 194, 2022.

国際会議予稿

1. Masato Wakayama (2022). Quantum Interaction and number theory, representation theory - modular forms a bit beyond, infinite symmetric group, Fuchsian ODE. Painlevé Seminar.
2. Yasunori Ohishi, Marc Delcroix, Tsubasa Ochiai, Shoko Araki, Daiki Takeuchi, Daisuke Niizumi, Akisato Kimura, Noboru Harada & Kunio Kashino (2022). ConceptBeam: Concept driven target speech extraction. Proc. ACM International Conference on Multimedia(ACMMM). Lisbon, Portugal.
3. Seiya Matsuda, Akisato Kimura & Seiichi Uchida (2022). Font generation with missing impression labels. in Proc. International Conference on Pattern Recognition (ICPR). Montreal Quebec, Canada.
4. Kana Goto, Tetsuya Ueda, Li Li, Takeshi Yamada & Shoji Makino (2022). Geometrically constrained independent vector analysis with auxiliary function approach and iterative source steering. in Proc. European Signal Processing Conference (EUSIPCO). Belgrade, Serbia.
5. Daisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi, Noboru Harada & Kunio Kashino (2022). Composing general audio representation by fusing multi-layer features of pre-trained model. in Proc. European Signal Processing Conference (EUSIPCO). Belgrade, Serbia.
6. Natsuki Ueno & Hirokazu Kameoka (2022). Multiple sound source localization based on stochastic modeling of spatial gradient spectra. in Proc. European Signal Processing Conference (EUSIPCO). Belgrade, Serbia.
7. Takuhiro Kaneko, Hirokazu Kameoka, Kou Tanaka & Shogo Seki (2022). MISRNet: Lightweight neural vocoder using multi-input single shared residual blocks. in Proc. Interspeech. Incheon, Korea.
8. Hirokazu Kameoka, Takuhiro Kaneko, Shogo Seki & Kou Tanaka (2022). CAUSE: Crossmodal action unit sequence estimation from speech. in Proc. Interspeech. Incheon, Korea.
9. Daiki Takeuchi, Yasunori Ohishi, Daisuke Niizumi, Noboru Harada & Kunio Kashino (2022). Introducing auxiliary text query-modifier to content-based audio retrieval. in Proc. Interspeech. Incheon, Korea.
10. Takashi Shibata, Masatoshi Okutomi & Masayuki Tanaka (2022). Robustizing object detection networks using augmented feature pooling. in Proc. Asian Conference on Computer Vision (ACCV). Macau SAR, China.
11. Yu Moriyasu, Takashi Shibata, Masayuki Tanaka & Masatoshi Okutomi (2022). Top-K ensemble for semantic segmentation robust against unexpected degradation. Proc. IEEE International Conference on Consumer Electronics(ICCE). Bordeaux,France.
12. Yasuhiro Fujiwara, Masahiro Nakano, Atsutoshi Kumagai, Yasutoshi Ida, Akisato Kimura & Naonori Ueda (2022). Fast binary network hashing via graph clustering. Proc. IEEE BigData. Osaka, Japan.
13. Denny Hermawanto, Kenji Ishikawa, Kohei Yatabe & Yasuhiro Oikawa (2022). Visualization of microphone's acoustic center using phase-shifting interferometry. Proc. International Congress on Acoustics (ICA). Gyeongju,Korea.
14. M. Nakano, R. Nishikimi, Y. Fujiwara, A. Kimura, T. Yamada, and N. Ueda, "Nonparametric relational models with superrectangulation," in Proc. International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.
15. G. Irie, T. Shibata, and A. Kimura, "Co-attention-guided bilinear model for echo-based depth estimation," in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
16. T. Kaneko, K. Tanaka, H. Kameoka, and S. Seki, "Fastening and lightening convolutional mel-spectrogram vocoder using inverse short-time fourier transform," in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
17. S. Seki, H. Kameoka, and L. Li, "Exploring and improving multichannel variational autoencoder for underdetermined source separation," in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
18. L. Li, H. Kameoka, and S. Seki, "HBP: An efficient block permutation solver using hungarian algorithm and spectrogram inpainting for multichannel audio source separation," in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
19. H. Kameoka, S. Seki, L. Li, and C. Watanabe, "AttentionPIT: Soft permutation invariant training for audio source separation with attention mechanism," in Proc. International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
20. T. Kaneko, "AR-NeRF: Unsupervised learning of depth and defocus effects from natural images with aperture rendering neural radiance fields," in Proc. Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
21. S. Yoneda, G. Irie, T. Shibata, M. Nishiyama, and I. Yoshio, "Deep segmentation network without mask image supervision for 2D image registration," in Proc. International Workshop on Frontiers of Computer Vision (IW-FCV), 2022.
22. M. Ueda, A. Kimura, and S. Uchida, "Font shape-to-impression translation," in Proc. International Workshop on Document Analysis Systems (DAS), 2022.
23. C. Kabore, M. Tsuchida, I. Suzuki, S. Sugaya, A. Kimura, and N. Harada, "Prototyping of low-cost color enhancement lighting using multicolor LEDs," in Proc. International Symposium on Electronic Imaging (EI), 2022.