Mittul Singh
Mittul Singh
School of Electrical Engineering, Aalto University
Verified email at - Homepage
Cited by
Cited by
Effective slot filling based on shallow distant supervision methods
B Roth, T Barth, M Wiegand, M Singh, D Klakow
arXiv preprint arXiv:1401.1158, 2014
Reduced twin support vector regression
M Singh, J Chadha, P Ahuja, S Chandra
Neurocomputing 74 (9), 1474-1477, 2011
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition.
M Singh, Y Oualil, D Klakow
INTERSPEECH, 2720-2724, 2017
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for KBP Slot-Filling
B Roth, G Chrupała, M Wiegand, M Singh, D Klakow
Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish
M Singh, D Klakow
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
Long-Short Range Context Neural Networks for Language Modeling.
Y Oualil, M Singh, C Greenberg, D Klakow
EMNLP, 1473-1481, 2016
Semi-supervised Adaptation of Assistant Based Speech Recognition Models for different Approach Areas
M Kleinert, H Helmke, G Siol, H Ehr, A Cerna, C Kern, D Klakow, ...
2018 IEEE/AIAA 37th Digital Avionics Systems Conference (DASC), 1-10, 2018
Estimation of Gap Between Current Language Models and Human Performance.
X Shen, Y Oualil, C Greenberg, M Singh, D Klakow
INTERSPEECH, 553-557, 2017
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
D Paul, M Singh, MA Hedderich, D Klakow
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization
M Singh, A Mishra, Y Oualil, K Berberich, D Klakow
European Conference on Information Retrieval, 657-664, 2018
First-pass decoding with n-gram approximation of RNNLM: The problem of rare words
M Singh, P Smit, S Virpioja, M Kurimo
Workshop on Machine Learning in Speech and Language Processing, 2018
Iterative Learning of Speech Recognition Models for Air Traffic Control.
A Srinivasamurthy, P Motlicek, M Singh, Y Oualil, M Kleinert, H Ehr, ...
Interspeech, 3519-3523, 2018
Sequential recurrent neural networks for language modeling
Y Oualil, C Greenberg, M Singh, D Klakow
Interspeech 2016, 3509-3513, 2016
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
M Singh, S Virpioja, P Smit, M Kurimo
Proc. Interspeech 2019, 4235-4239, 2019
Building Blocks of Assistant Based Speech Recognition for Air Traffic Management Applications
M Kleinert, H Helmke, H Ehr, C Kern, D Klakow, P Motlicek, M Singh, ...
SESAR Innovation Days 2018, 2018
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling
M Singh, C Greenberg, Y Oualil, D Klakow
COLING, 2016
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models
M Singh, P Smit, S Virpioja, M Kurimo
Proceedings of the 1st Joint Workshop on Spoken Language Technologies for …, 2020
Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers
M Kleinert, H Helmke, G Siol, H Ehr, D Klakow, M Singh, P Motlicek, ...
International Conference on Intelligent Human Systems Integration, 820-826, 2019
Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task
N Nabizadeh, M Singh, D Klakow
PROCEEDINGS of the 14th Conference on Natural Language Processing, p. 172-177, 2018
Handling long-term dependencies and rare words in low-resource language modelling
M Singh
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