26 citations
- Sony (Taiwan)TW3 papers
- Arrow International (United States)US1 paper
- Artificial Intelligence in Medicine (Canada)CA1 paper
- Central Conservatory of MusicCN1 paper
- Centro Universitário de João PessoaBR1 paper
- Computing CenterRU1 paper
- Eiken Chemical (Japan)JP1 paper
- Florida Gateway CollegeUS1 paper
- Institute for Design Problems in MicroelectronicsRU1 paper
- Institute of Cognitive and Brain SciencesUS1 paper
- Johns Hopkins UniversityUS1 paper
- Keio UniversityJP1 paper
5 papers
Quantum algorithm for Electromagnetic Field Analysis
Hiroyuki Tezuka, Yuki Sato
Partial differential equations (PDEs) are central to computational electromagnetics (CEM) and photonic design, but classical solvers face high costs for large or complex structures…
The Sound Demixing Challenge 2023 $\unicode{x2013}$ Music Demixing Track
Giorgio Fabbro, Stefan Uhlich, Chieh-Hsin Lai +24
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 so…
Gaussian Kernelized Self-Attention for Long Sequence Data and Its Application to CTC-based Speech Recognition
Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe
Self-attention (SA) based models have recently achieved significant performance improvements in hybrid and end-to-end automatic speech recognition (ASR) systems owing to their flex…
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation
Naoya Takahashi, Nabarun Goswami, Yuki Mitsufuji
Deep neural networks have become an indispensable technique for audio source separation (ASS). It was recently reported that a variant of CNN architecture called MMDenseNet was suc…
Modeling Human Understanding of Complex Intentional Action with a Bayesian Nonparametric Subgoal Model
Ryo Nakahashi, Chris L. Baker, Joshua B. Tenenbaum
Most human behaviors consist of multiple parts, steps, or subtasks. These structures guide our action planning and execution, but when we observe others, the latent structure of th…