2 citations · 4 across the 12 of their papers we have counts for
4 papers · 1 filter
Evaluating computational models of infant phonetic learning across languages
Yevgen Matusevych, Thomas Schatz, Herman Kamper +2
In the first year of life, infants' speech perception becomes attuned to the sounds of their native language. Many accounts of this early phonetic learning exist, but computational…
Improved acoustic word embeddings for zero-resource languages using multilingual transfer
Herman Kamper, Yevgen Matusevych, Sharon Goldwater
Acoustic word embeddings are fixed-dimensional representations of variable-length speech segments. Such embeddings can form the basis for speech search, indexing and discovery syst…
Analyzing autoencoder-based acoustic word embeddings
Yevgen Matusevych, Herman Kamper, Sharon Goldwater
Recent studies have introduced methods for learning acoustic word embeddings (AWEs)---fixed-size vector representations of words which encode their acoustic features. Despite the w…
Multilingual acoustic word embedding models for processing zero-resource languages
Herman Kamper, Yevgen Matusevych, Sharon Goldwater
Acoustic word embeddings are fixed-dimensional representations of variable-length speech segments. In settings where unlabelled speech is the only available resource, such embeddin…