Yishay Carmiel — accepted AI-conference papers

2018

A Pruned Rnnlm Lattice-Rescoring Algorithm for Automatic Speech Recognition

Hainan Xu, Tongfei Chen, Dongji Gao, Yiming Wang, Ke Li, Nagendra Goel +3

ICASSP 2018accepted

Lattice-rescoring is a common approach to take advantage of recurrent neural language models in ASR, where a word-lattice is generated from 1st-pass decoding and the lattice is then rescored with a neural model, and an <i xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/…

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2018

Measuring Uncertainty in Deep Regression Models: The Case of Age Estimation from Speech

Nanxin Chen, Jesús Villalba, Yishay Carmiel, Najim Dehak

ICASSP 2018accepted

Age estimation from speech recently received a lot of attention. Approaches such as i-vectors and deep learning have been successfully applied to this task achieving great performance. However, one drawback of those methods is that they produce a hard age estimation without any kind of confidence me…

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