Comments (1)
どんなもの?
- WaveNetの亜種を使ってギターアンプをモデリング、主観評価的にも正確
先行研究と比べてどこがすごい?
- 一つのモデルでつまみの設定までモデリングできている
- ESRが圧倒的に低い
技術や手法のキモはどこ?
- https://github.com/drethage/speech-denoising-wavenet
- 構造としてはこれに似てる
- 元のWaveNetがそれぞれの出力に対する確率を計算するのに対し、このモデルは直接値を計算する
どうやって有効だと検証した?
- Error-to-signal ratio (ESR)を算出、MLPとblock-oriented modelと比較
- MUSHRAで主観評価
議論はある?
- レイテンシーの向上の必要がある
次に読むべき論文は?
A Wavenet for Speech Denoising
from paper-survey.
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from paper-survey.