Saurabchiand Bhati

Phoneme Based Embedded Segmental K-Means for Unsupervised Term Discovery

Identifying and grouping the frequently occurring word-like patterns from raw acoustic waveforms is an important task in the zero resource speech processing. Embedded segmental K-means (ES-KMeans) discovers both the word boundaries and the word types from raw data. Starting from an initial set of su…