Danel Adendorff

UNSUPERVISED LEXICON LEARNING FROM SPEECH IS LIMITED BY REPRESENTATIONS RATHER THAN CLUSTERING

Zero-resource word segmentation and clustering systems aim to tokenise speech into word-like units without access to text labels. Despite progress, the induced lexicons are still far from perfect. In an idealised setting with gold word boundaries, we ask whether performance is limited by the represe…