281 citations · 1.6k across the 109 of their papers we have counts for
4 papers · 1 filter
Deep Multimodal Semantic Embeddings for Speech and Images
David Harwath, James Glass
In this paper, we present a model which takes as input a corpus of images with relevant spoken captions and finds a correspondence between the two modalities. We employ a pair of c…
Prediction-Adaptation-Correction Recurrent Neural Networks for Low-Resource Language Speech Recognition
Yu Zhang, Ekapol Chuangsuwanich, James Glass +1
In this paper, we investigate the use of prediction-adaptation-correction recurrent neural networks (PAC-RNNs) for low-resource speech recognition. A PAC-RNN is comprised of a pair…
Highway Long Short-Term Memory RNNs for Distant Speech Recognition
Yu Zhang, Guoguo Chen, Dong Yu +3
In this paper, we extend the deep long short-term memory (DLSTM) recurrent neural networks by introducing gated direct connections between memory cells in adjacent layers. These di…
Automatic Dialect Detection in Arabic Broadcast Speech
Ahmed Ali, Najim Dehak, Patrick Cardinal +5
We investigate different approaches for dialect identification in Arabic broadcast speech, using phonetic, lexical features obtained from a speech recognition system, and acoustic…