Deep voice 3

Deep Voice 3 introduces a comprehensive neural network architecture for speech synthesis. It is a fully-convolutional sequence-to-sequence model that converts text to spectrograms or other acoustic parameters to be used with audio waveform synthesis for fully parallel computation and faster training an

using recurrent cells.

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It can generate monotonic attention behavior to avoid error modes that affect sequence-to-sequence models. It uses low-dimensional speaker embeddings to model the variability among the thousands of different speakers in the dataset. It can serve up to ten million queries per day on one single-GPU server.

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Deep voice 3 the latest artificial speech synthesis system from Baidu Research, released in October 2017. It is based on Deep voice 1 and Deep voice 2.