Asia-Pacific Signal and Information Processing Association (APSIPA) - Unsupervised single-channel speech separation via deep neural network for different gender mixtures

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Yannan Wang ; Jun Du ; Li-Rong Dai ; Chin-Hui Lee
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2016
Conference Location: Jeju, South Korea
Conference Date: 13 December 2016
Page(s): 1 - 4
ISBN (Electronic): 978-9-8814-7682-1
DOI: 10.1109/APSIPA.2016.7820736
Regular:

In this study, we propose a regression approach via deep neural network (DNN) for unsupervised speech separation in a single-channel setting. We rely on a key assumption that two speakers could be... View More

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