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Hits 1 – 8 of 8

1
Speaker Diarization With Lexical Information ...
Park, Tae Jin; Han, Kyu; Lane, Ian. - : arXiv, 2018
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2
AudioPairBank: Towards A Large-Scale Tag-Pair-Based Audio Content Analysis ...
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3
Recurrent Models for Auditory Attention in Multi-Microphone Distance Speech Recognition ...
Kim, Suyoun; Lane, Ian. - : arXiv, 2015
Abstract: Integration of multiple microphone data is one of the key ways to achieve robust speech recognition in noisy environments or when the speaker is located at some distance from the input device. Signal processing techniques such as beamforming are widely used to extract a speech signal of interest from background noise. These techniques, however, are highly dependent on prior spatial information about the microphones and the environment in which the system is being used. In this work, we present a neural attention network that directly combines multi-channel audio to generate phonetic states without requiring any prior knowledge of the microphone layout or any explicit signal preprocessing for speech enhancement. We embed an attention mechanism within a Recurrent Neural Network (RNN) based acoustic model to automatically tune its attention to a more reliable input source. Unlike traditional multi-channel preprocessing, our system can be optimized towards the desired output in one step. Although attention-based ... : Under review as a conference paper at ICLR 2016 ...
Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG
URL: https://arxiv.org/abs/1511.06407
https://dx.doi.org/10.48550/arxiv.1511.06407
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4
Bilingual-LSA Based LM Adaptation for Spoken Language Translation
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5
Bilingual LSA-based adaptation for statistical machine translation
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 21 (2007) 4, 187-207
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6
Out-of-domain utterance detection using classification confidences of multiple topics
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 15 (2007) 1, 150-161
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7
Bilingual-LSA Based LM Adaptation for Spoken Language Translation ...
Tam, Yik-Cheung; Lane, Ian; Schultz, Tanja. - : Karlsruhe, 2007
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8
Bilingual LSA-based adaptation for statistical machine translation
In: Machine translation. - Dordrecht [u.a.] : Springer Science + Business Media 21 (2006) 4, 187-208
OLC Linguistik
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