Zobrazeno 1 - 10
of 22
pro vyhledávání: '"Solovyev, Roman A."'
Autor:
Uhlich, Stefan, Fabbro, Giorgio, Hirano, Masato, Takahashi, Shusuke, Wichern, Gordon, Roux, Jonathan Le, Chakraborty, Dipam, Mohanty, Sharada, Li, Kai, Luo, Yi, Yu, Jianwei, Gu, Rongzhi, Solovyev, Roman, Stempkovskiy, Alexander, Habruseva, Tatiana, Sukhovei, Mikhail, Mitsufuji, Yuki
This paper summarizes the cinematic demixing (CDX) track of the Sound Demixing Challenge 2023 (SDX'23). We provide a comprehensive summary of the challenge setup, detailing the structure of the competition and the datasets used. Especially, we detail
Externí odkaz:
http://arxiv.org/abs/2308.06981
Autor:
Fabbro, Giorgio, Uhlich, Stefan, Lai, Chieh-Hsin, Choi, Woosung, Martínez-Ramírez, Marco, Liao, Weihsiang, Gadelha, Igor, Ramos, Geraldo, Hsu, Eddie, Rodrigues, Hugo, Stöter, Fabian-Robert, Défossez, Alexandre, Luo, Yi, Yu, Jianwei, Chakraborty, Dipam, Mohanty, Sharada, Solovyev, Roman, Stempkovskiy, Alexander, Habruseva, Tatiana, Goswami, Nabarun, Harada, Tatsuya, Kim, Minseok, Lee, Jun Hyung, Dong, Yuanliang, Zhang, Xinran, Liu, Jiafeng, Mitsufuji, Yuki
Publikováno v:
Transactions of the International Society for Music Information Retrieval, 7(1), pp.63-84, 2024
This paper summarizes the music demixing (MDX) track of the Sound Demixing Challenge (SDX'23). We provide a summary of the challenge setup and introduce the task of robust music source separation (MSS), i.e., training MSS models in the presence of er
Externí odkaz:
http://arxiv.org/abs/2308.06979
Music demixing is the task of separating different tracks from the given single audio signal into components, such as drums, bass, and vocals from the rest of the accompaniment. Separation of sources is useful for a range of areas, including entertai
Externí odkaz:
http://arxiv.org/abs/2305.07489
Publikováno v:
Computers in biology and medicine. 2022
Adequate blood supply is critical for normal brain function. Brain vasculature dysfunctions such as stalled blood flow in cerebral capillaries are associated with cognitive decline and pathogenesis in Alzheimer's disease. Recent advances in imaging t
Externí odkaz:
http://arxiv.org/abs/2104.01687
Autor:
Solovyev, Roman
This paper describes an algorithm for classification of roof materials using aerial photographs. Main advantages of the algorithm are proposed methods to improve prediction accuracy. Proposed methods includes: method of converting ImageNet weights of
Externí odkaz:
http://arxiv.org/abs/2004.11482
Publikováno v:
Image and Vision Computing (2021): 104117
In this work, we present a novel method for combining predictions of object detection models: weighted boxes fusion. Our algorithm utilizes confidence scores of all proposed bounding boxes to constructs the averaged boxes. We tested method on several
Externí odkaz:
http://arxiv.org/abs/1910.13302
Autor:
Solovyev, Roman, Melekhov, Iaroslav, Lesonen, Timo, Vaattovaara, Elias, Tervonen, Osmo, Tiulpin, Aleksei
Cardiothoratic ratio (CTR) estimated from chest radiographs is a marker indicative of cardiomegaly, the presence of which is in the criteria for heart failure diagnosis. Existing methods for automatic assessment of CTR are driven by Deep Learning-bas
Externí odkaz:
http://arxiv.org/abs/1908.02924
Autor:
Solovyev, Roman A., Vakhrushev, Maxim, Radionov, Alexander, Aliev, Vladimir, Shvets, Alexey A.
Automatic classification of sound commands is becoming increasingly important, especially for mobile and embedded devices. Many of these devices contain both cameras and microphones, and companies that develop them would like to use the same technolo
Externí odkaz:
http://arxiv.org/abs/1810.02364
Modern mobile neural networks with a reduced number of weights and parameters do a good job with image classification tasks, but even they may be too complex to be implemented in an FPGA for video processing tasks. The article proposes neural network
Externí odkaz:
http://arxiv.org/abs/1808.09945
Publikováno v:
In Image and Vision Computing March 2021 107