Consistency trajectory models: Learning probability flow ode trajectory of diffusion D Kim, CH Lai, WH Liao, N Murata, Y Takida, T Uesaka, Y He, Y Mitsufuji, ... arXiv preprint arXiv:2310.02279, 2023 | 136 | 2023 |
Sq-vae: Variational bayes on discrete representation with self-annealed stochastic quantization Y Takida, T Shibuya, WH Liao, CH Lai, J Ohmura, T Uesaka, N Murata, ... arXiv preprint arXiv:2205.07547, 2022 | 67 | 2022 |
GibbsDDRM: A partially collapsed gibbs sampler for solving blind inverse problems with denoising diffusion restoration N Murata, K Saito, CH Lai, Y Takida, T Uesaka, Y Mitsufuji, S Ermon arXiv preprint arXiv:2301.12686, 2023 | 46 | 2023 |
Manifold preserving guided diffusion Y He, N Murata, CH Lai, Y Takida, T Uesaka, D Kim, WH Liao, Y Mitsufuji, ... arXiv preprint arXiv:2311.16424, 2023 | 41 | 2023 |
Fp-diffusion: Improving score-based diffusion models by enforcing the underlying score fokker-planck equation CH Lai, Y Takida, N Murata, T Uesaka, Y Mitsufuji, S Ermon International Conference on Machine Learning, 18365-18398, 2023 | 30 | 2023 |
Sparse sound field decomposition for super-resolution in recording and reproduction S Koyama, N Murata, H Saruwatari The Journal of the Acoustical Society of America 143 (6), 3780-3795, 2018 | 27 | 2018 |
Sparse representation using multidimensional mixed-norm penalty with application to sound field decomposition N Murata, S Koyama, N Takamune, H Saruwatari IEEE Transactions on Signal Processing 66 (12), 3327-3338, 2018 | 26 | 2018 |
Unsupervised vocal dereverberation with diffusion-based generative models K Saito, N Murata, T Uesaka, CH Lai, Y Takida, T Fukui, Y Mitsufuji ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 25 | 2023 |
Spherical-harmonic-domain feedforward active noise control using sparse decomposition of reference signals from distributed sensor arrays Y Maeno, Y Mitsufuji, PN Samarasinghe, N Murata, TD Abhayapala IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 656-670, 2019 | 20 | 2019 |
Musicmagus: Zero-shot text-to-music editing via diffusion models Y Zhang, Y Ikemiya, G Xia, N Murata, MA Martínez-Ramírez, WH Liao, ... arXiv preprint arXiv:2402.06178, 2024 | 19 | 2024 |
Diffroll: Diffusion-based generative music transcription with unsupervised pretraining capability KW Cheuk, R Sawata, T Uesaka, N Murata, N Takahashi, S Takahashi, ... ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 19 | 2023 |
Diffiner: A versatile diffusion-based generative refiner for speech enhancement R Sawata, N Murata, Y Takida, T Uesaka, T Shibuya, S Takahashi, ... arXiv preprint arXiv:2210.17287, 2022 | 17 | 2022 |
Coherence-based performance analysis on noise reduction in multichannel active noise control systems JA Zhang, N Murata, Y Maeno, PN Samarasinghe, TD Abhayapala, ... The Journal of the Acoustical Society of America 148 (3), 1519-1528, 2020 | 16 | 2020 |
Global and local mode-domain adaptive algorithms for spatial active noise control using higher-order sources N Murata, J Zhang, Y Maeno, Y Mitsufuji ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 14 | 2019 |
Structured sparse signal models and decomposition algorithm for super-resolution in sound field recording and reproduction S Koyama, N Murata, H Saruwatari 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 14 | 2015 |
SAN: Inducing metrizability of GAN with discriminative normalized linear layer Y Takida, M Imaizumi, T Shibuya, CH Lai, T Uesaka, N Murata, Y Mitsufuji arXiv preprint arXiv:2301.12811, 2023 | 12 | 2023 |
Regularizing score-based models with score fokker-planck equations CH Lai, Y Takida, N Murata, T Uesaka, Y Mitsufuji, S Ermon NeurIPS 2022 Workshop on Score-Based Methods, 2022 | 11 | 2022 |
Genwarp: Single image to novel views with semantic-preserving generative warping J Seo, K Fukuda, T Shibuya, T Narihira, N Murata, S Hu, CH Lai, S Kim, ... Advances in Neural Information Processing Systems 37, 80220-80243, 2025 | 10 | 2025 |
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning Y Zhang, Y Ikemiya, W Choi, N Murata, MA Martínez-Ramírez, L Lin, G Xia, ... arXiv preprint arXiv:2405.18386, 2024 | 9 | 2024 |
Vrdmg: Vocal restoration via diffusion posterior sampling with multiple guidance C Hernandez-Olivan, K Saito, N Murata, CH Lai, MA Martínez-Ramirez, ... ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 9 | 2024 |