2 papers
cs.LG2021
One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal
Ting Liu, Wenwu Wang, Xiaofei Zhang +2
Single channel blind source separation (SCBSS) refers to separate multiple sources from a mixed signal collected by a single sensor. The existing methods for SCBSS mainly focus on…
cs.SD2021
End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network
Yina Guo, Xiaofei Zhang, Zhenying Gong +2
In a recent study of auditory evoked potential (AEP) based brain-computer interface (BCI), it was shown that, with an encoder-decoder framework, it is possible to translate human n…