Abstract:In this paper, we analyze the behavior of speaker embeddings of patients during oral cancer treatment. First, we found that preand post-treatment speaker embeddings differ significantly, notifying a substantial change in voice characteristics. However, a partial recovery to pre-operative voice traits is observed after 12 months post-operation. Secondly, the same-speaker similarity at distinct treatment stages is similar to healthy speakers, indicating that the embeddings can capture characterizing features of … Show more
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