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Tuesday June 2, 2026 10:00am - 11:00am JST
Proposal of a black-box modeling method for audio distortion circuits using neural networks with real-valued Linear Recurrent Units (LRU). Furthermore, by employing anti-aliasing techniques (ADAA), we demonstrate the realization of a high-precision and computationally efficient model that enables real-time operation on DAWs.

実数値 Linear Recurrent Unit(LRU)を用いたニューラルネットワークにより、オーディオ歪み回路のブラックボックスモデリング手法の提案。さらにアンチエイリアシング手法(ADAA)を用い、高精度かつ計算効率の高いモデルを実現し、DAW上でのリアルタイム動作が可能であることを示す。
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Tuesday June 2, 2026 10:00am - 11:00am JST
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