Asia-Pacific Signal and Information Processing Association (APSIPA) - Music removal by convolutional denoising autoencoder in speech recognition

2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA)

Author(s): Mengyuan Zhao ; Dong Wang ; Zhiyong Zhang ; Xuewei Zhang
Publisher: Asia-Pacific Signal and Information Processing Association (APSIPA)
Publication Date: 1 December 2015
Conference Location: Hong Kong, China
Conference Date: 16 December 2015
Page(s): 338 - 341
ISBN (Electronic): 978-9-8814-7680-7
DOI: 10.1109/APSIPA.2015.7415289
Regular:

Music embedding often causes significant performance degradation in automatic speech recognition (ASR). This paper proposes a music-removal method based on denoising autoencoder (DAE) that learns... View More

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