98 citations · 238 across the 32 of their papers we have counts for
3 papers · 1 filter
Weakly supervised spoken term discovery using cross-lingual side information
Sameer Bansal, Herman Kamper, Sharon Goldwater +1
Recent work on unsupervised term discovery (UTD) aims to identify and cluster repeated word-like units from audio alone. These systems are promising for some very low-resource lang…
A segmental framework for fully-unsupervised large-vocabulary speech recognition
Herman Kamper, Aren Jansen, Sharon Goldwater
Zero-resource speech technology is a growing research area that aims to develop methods for speech processing in the absence of transcriptions, lexicons, or language modelling text…
Unsupervised word segmentation and lexicon discovery using acoustic word embeddings
Herman Kamper, Aren Jansen, Sharon Goldwater
In settings where only unlabelled speech data is available, speech technology needs to be developed without transcriptions, pronunciation dictionaries, or language modelling text.…