Speech-to-Speech Translation Between Untranscribed Unknown Languages
Speech-to-Speech Translation Between Untranscribed Unknown Languages
In this paper, we explore a method for training speech-to-speech translation tasks without any transcription or linguistic supervision. Our proposed method consists of two steps: First, we train and generate discrete representation with unsupervised term discovery with a discrete quantized autoencoder. Second, we train a sequence-to-sequence model that directly maps …