Alexander H. Liu

Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning

2020

In this paper we propose a Sequential Representation Quantization AutoEncoder (SeqRQ-AE) to learn from primarily unpaired audio data and produce sequences of representations very close to phoneme sequences of speech utterances. This is achieved by …