Research Summary

Selected Publications

• 1. Yoshiaki Sumura, Diego Di Carlo, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii.:
  "Joint Audio Source Localization and Separation　With Distributed Microphone Arrays Based on Spatially-Regularized　Multichannel NMF."
  IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), pp. 145-149, September 2024.
• 2. Liam Kelley, Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii.:
  "RIR-in-a-Box: Estimating Room Acoustics from 3D Mesh Data through Shoebox Approximation."
  Annual Conference of the International Speech Communication Association (Interspeech), pp. 3255–3259, September 2024.
• 3. Diego Di Carlo, Aditya Arie Nugraha, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii.:
  "Neural Steerer: Novel Steering Vector Synthesis with a Causal Neural Field over Frequency and Direction."
  IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), pp. 740–744, April 2024.
• 4. 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."
  IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), pp.1–5, October 2023.
• 5. Yoshiaki Bando, Yoshiki Masuyama, Aditya Arie Nugraha, Kazuyoshi Yoshii.:
  "Neural Fast Full-Rank Spatial Covariance Analysis for Blind Source Separation."
  European Signal Processing Conference (EUSIPCO),pp. 51–55, September 2023.
• 6. 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), pp. 266–9273, October 2022.
• 7. Yicheng Du, Aditya Arie Nugraha, Kouhei Sekiguchi, Yoshiaki Bando, Mathieu Fontaine, Kazuyoshi Yoshii.:
  "Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational Environments."
  Annual Conference of the International Speech Communication Association Interspeech), pp. 2918–2922, September 2022.
• 8. Aditya Arie Nugraha, Kouhei Sekiguchi, Mathieu Fontaine, Yoshiaki Bando, Kazuyoshi Yoshii.:
  "DNN-Free Low-Latency Adaptive Speech Enhancement Based on Frame-Online Beamforming Powered by Block-Online FastMNMF."
  IEEE International Workshop on Acoustic Signal Enhancement (IWAENC), pp. 1–5, September 2022.
• 9. Kouhei Sekiguchi, Yoshiaki Bando, Aditya Arie Nugraha, Mathieu Fontaine, Kazuyoshi Yoshii, Tatsuya Kawahara.:
  "Autoregressive Moving Average Jointly-Diagonalizable Spatial Covariance Analysis for Joint Source Separation and Dereverberation."
  IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 30, pp. 2368–2382, 2022.
• 10. Mathieu Fontaine, Kouhei Sekiguchi, Aditya Arie Nugraha, Yoshiaki Bando, Kazuyoshi Yoshii.:
  "Generalized Fast Multichannel Nonnegative Matrix Factorization Based on Gaussian Scale Mixtures for Blind Source Separation."
  IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 30, pp. 1734–1748, 2022.

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