ML p(r)ior | Alex Waibel

Articles of Alex Waibel

Is it you?
2017-06-02

Using supporting backchannel (BC) cues can make human-computer interaction more social. BCs provide … show more
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2018-03-23
1803.08983 | cs.CL

We present a new approach to evaluate computational models for the task of text understanding by the… show more
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2018-07-07
1807.02658 | cs.CL

Deep learning models are often not easily adaptable to new tasks and require task-specific adjustmen… show more
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2019-02-02

Acoustic-to-word (A2W) models that allow direct mapping from acoustic signals to word sequences are … show more
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2018-12-17

Recently advancements in sequence-to-sequence neural network architectures have led to an improved n… show more
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2019-04-15

Speech translation has traditionally been approached through cascaded models consisting of a speech … show more
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2018-08-01

Through the development of neural machine translation, the quality of machine translation systems ha… show more
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2018-11-07

When translating from speech, special consideration for conversational speech phenomena such as disf… show more
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2018-08-25

Using paraphrases, the expression of the same semantic meaning in different words, to improve genera… show more
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2018-04-21

We work on translation from rich-resource languages to low-resource languages. The main challenges w… show more
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2018-07-27
1807.11582 | cs.CL

We present a new recurrent neural network topology to enhance state-of-the-art machine learning syst… show more
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2018-09-10
1809.03182 | cs.CL

Neural machine translation (NMT) has significantly improved the quality of automatic translation mod… show more
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2015-04-28
1504.07395 | cs.CL

In this paper we combine the advantages of a model using global source sentence contexts, the Discri… show more
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2018-07-05

Multilingual Speech Recognition is one of the most costly AI problems, because each language (7,000+… show more
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2019-06-20

An important concern in training multilingual neural machine translation (NMT) is to translate betwe… show more
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2017-11-13

In this work, we focus on multilingual systems based on recurrent neural networks (RNNs), trained us… show more
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2017-12-19

This paper proposes a novel approach to create an unit set for CTC based speech recognition systems.… show more
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Highlights - Most important sentences from the article