Resource-Efficient Speech Mask Estimation for Multi-Channel Speech Enhancement

• Published in: arXiv.org
• Main Authors: Pfeifenberger, Lukas, Zöhrer, Matthias, Schindler, Günther, Roth, Wolfgang, Fröning, Holger, Pernkopf, Franz
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 22.07.2020
• Subjects: Artificial neural networks; Eigenvalues; Embedded systems; Machine learning; Speech; Speech processing; Ubiquitous computing

While machine learning techniques are traditionally resource intensive, we are currently witnessing an increased interest in hardware and energy efficient approaches. This need for resource-efficient machine learning is primarily driven by the demand for embedded systems and their usage in ubiquitou...