IEEE/ACM Transactions on Audio, Speech, and Language Processing 2019

Semi-Supervised Multichannel Speech Enhancement With a Deep Speech Prior

IEEE/ACM Transactions on Audio, Speech, and Language Processing 2019 sekiguchi92/SpeechEnhancement

To solve this problem, we replace a low-rank speech model with a deep generative speech model, i. e., formulate a probabilistic model of noisy speech by integrating a deep speech model, a low-rank noise model, and a full-rank or rank-1 model of spatial characteristics of speech and noise.

SPEECH ENHANCEMENT