The authors introduce Variable Input Length Map (VILMAP), an SOM variant that handles inputs of different lengths and can recognize words in phoneme sequences without forgetting earlier dimensions.
Relating unsupervised word segmentation to reported vocabulary acquisition,
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Self-Organizing Maps with Variable Input Length for Motif Discovery and Word Segmentation
The authors introduce Variable Input Length Map (VILMAP), an SOM variant that handles inputs of different lengths and can recognize words in phoneme sequences without forgetting earlier dimensions.