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Deep Audio-Visual Speech Recognition PDF

13 Pages·2019·English
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by ['holisson']| 2019| 13 pages| English

About Deep Audio-Visual Speech Recognition

1) The paper presents two models for lip reading - one using a CTC loss and one using a sequence-to-sequence loss. Both models are built on the transformer self-attention architecture. 2) The paper investigates how lip reading can complement audio speech recognition, especially in noisy environments. 3) The paper introduces a new dataset called LRS2-BBC consisting of thousands of natural sentences from British television for audio-visual speech recognition.

Detailed Information

Author:['holisson']
Publication Year:2019
Pages:13
Language:English
Format:PDF
Price:FREE
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