研究キーワード (5件):
Audio-visual information processing
, Audio source separation
, Speech enhancement
, Machine learning
, Deep neural network
論文 (41件):
Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii. Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning. 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA). 2023
Aditya Arie Nugraha, Diego Di Carlo, Yoshiaki Bando, Mathieu Fontaine 0002, Kazuyoshi Yoshii. Time-Domain Audio Source Separation Based on Gaussian Processes with Deep Kernel Learning. WASPAA. 2023. 1-5
Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine 0002, Yoshiaki Bando, Kazuyoshi Yoshii. Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Source Positions. CoRR. 2023. abs/2305.04447
Kouhei Sekiguchi, Aditya Arie Nugraha, Yicheng Du, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii. Direction-Aware Adaptive Online Neural Speech Enhancement with an Augmented Reality Headset in Real Noisy Conversational Environments. IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). 2022
DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF
(International Workshop on Acoustic Signal Enhancement (IWAENC) 2022)
Flow-Based Fast Multichannel Nonnegative Matrix Factorization for Blind Source Separation
(IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022)
Unsupervised Source Separation with Deep Spatial Models
(RIKEN-AIP Open Seminar 2021)
NF-IVAに基づく線形時変型決定系ブラインド音源分離
(日本音響学会研究発表会 2021)
On Training A Joint Magnitude and Phase Deep Generative Model
(Information-Based Induction Sciences Workshop (IBIS) 2018)
学歴 (4件):
2015 - 2017 University of Lorraine Doctoral School IAEM
2011 - 2013 Toyohashi University of Technology Graduate Program of Computer Science and Engineering
2010 - 2011 Institut Teknologi Bandung School of Electrical Engineering and Informatics
2004 - 2008 Institut Teknologi Bandung School of Electrical Engineering and Informatics