Anoop Deoras
Anoop Deoras
AI/ML researcher at AWS AI
Adresse e-mail validée de amazon.com
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Strategies for training large scale neural network language models
T Mikolov, A Deoras, D Povey, L Burget, J Černocký
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 196-201, 2011
5152011
Application of deep belief networks for natural language understanding
R Sarikaya, GE Hinton, A Deoras
IEEE/ACM Transactions on Audio, Speech, and Language Processing 22 (4), 778-784, 2014
4292014
Empirical evaluation and combination of advanced language modeling techniques
T Mikolov, A Deoras, S Kombrink, L Burget, J Černocký
Twelfth annual conference of the international speech communication association, 2011
3422011
Rnnlm-recurrent neural network language modeling toolkit
T Mikolov, S Kombrink, A Deoras, L Burget, J Cernocky
Proc. of the 2011 ASRU Workshop, 196-201, 2011
3242011
Subword language modeling with neural networks
T Mikolov, I Sutskever, A Deoras, HS Le, S Kombrink, J Cernocky
preprint (http://www. fit. vutbr. cz/imikolov/rnnlm/char. pdf) 8, 67, 2012
1892012
Assignment of semantic labels to a sequence of words using neural network architectures
A Deoras, K Yao, X He, L Deng, GG Zweig, R Sarikaya, D Yu, MY Hwang, ...
US Patent 10,867,597, 2020
1252020
Deep belief network based semantic taggers for spoken language understanding.
A Deoras, R Sarikaya
Interspeech, 2713-2717, 2013
692013
Variational approximation of long-span language models for LVCSR
A Deoras, T Mikolov, S Kombrink, M Karafiát, S Khudanpur
2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011
652011
Semantic parsing using word confusion networks with conditional random fields.
G Tür, A Deoras, D Hakkani-Tür
INTERSPEECH, 2579-2583, 2013
502013
A fast re-scoring strategy to capture long-distance dependencies
A Deoras, T Mikolov, K Church
Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011
422011
Decoding-time prediction of non-verbalized tokens
J Fritsch, A Deoras, D Koll
US Patent 8,918,317, 2014
372014
Scaling statistical language understanding systems across domains and intents
R Sarikaya, A Deoras, FA Celikyilmaz, R Janardhana, D Boies
US Patent 9,292,492, 2016
362016
Approximate inference: A sampling based modeling technique to capture complex dependencies in a language model
A Deoras, T Mikolov, S Kombrink, K Church
Speech Communication 55 (1), 162-177, 2013
352013
Task specific continuous word representations for mono and multi-lingual spoken language understanding
T Anastasakos, YB Kim, A Deoras
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
262014
Detecting out-of-domain utterances addressed to a virtual personal assistant
G Tur, A Deoras, D Hakkani-Tür
Fifteenth Annual Conference of the International Speech Communication …, 2014
212014
Orphaned utterance detection system and method
G Tur, A Deoras, D Hakkani-Tur
US Patent App. 14/466,642, 2016
192016
Joint discriminative decoding of words and semantic tags for spoken language understanding
A Deoras, G Tur, R Sarikaya, D Hakkani-Tür
IEEE transactions on audio, speech, and language processing 21 (8), 1612-1621, 2013
192013
Jan ˇCernocky. 2011. Strategies for training large scale neural network language models
T Mikolov, A Deoras, D Povey, L Burget
Automatic Speech Recognition and Understanding (ASRU), 2011 IEEE Workshop on …, 0
19
Joint decoding for speech recognition and semantic tagging
A Deoras, R Sarikaya, G Tur, D Hakkani-Tür
Thirteenth Annual Conference of the International Speech Communication …, 2012
182012
Shrinkage based features for slot tagging with conditional random fields
R Sarikaya, A Celikyilmaz, A Deoras, M Jeong
Fifteenth Annual Conference of the International Speech Communication …, 2014
172014
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