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Deep Learning in Speech Synthesis

8th ISCA Speech Synthesis Workshop, Barcelona, Spain (2013)


Deep learning has been a hot research topic in various machine learning related areas including general object recognition and automatic speech recognition. This talk will present recent applications of deep learning to statistical parametric speech synthesis and contrast the deep learning-based approaches to the existing hidden Markov model-based one.