most citedFeature learning for efficient ASR-free keyword spotting in low-resource languages

17 citations · 17 across the 2 of their papers we have counts for

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cs.CL2018

Automatic Speech Recognition for Humanitarian Applications in Somali

Raghav Menon, Astik Biswas, Armin Saeb +2

We present our first efforts in building an automatic speech recognition system for Somali, an under-resourced language, using 1.57 hrs of annotated speech for acoustic model train…

cs.CL2018

Fast ASR-free and almost zero-resource keyword spotting using DTW and CNNs for humanitarian monitoring

Raghav Menon, Herman Kamper, John Quinn +1

We use dynamic time warping (DTW) as supervision for training a convolutional neural network (CNN) based keyword spotting system using a small set of spoken isolated keywords. The…