Ellen Kislal

Supervised and unsupervised active learning for automatic speech recognition of low-resource languages

Automatic speech recognition (ASR) systems rely on large quantities of transcribed acoustic data. The collection of audio data is relatively cheap, whereas the transcription of that data is relatively expensive. Thus there is an interest in the ASR community in active learning, in which only a small…