Mittul Singh
Mittul Singh
School of Electrical Engineering, Aalto University
Verified email at aalto.fi - Homepage
Title
Cited by
Cited by
Year
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
542014
Reduced twin support vector regression
M Singh, J Chadha, P Ahuja, S Chandra
Neurocomputing 74 (9), 1474-1477, 2011
302011
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition.
M Singh, Y Oualil, D Klakow
INTERSPEECH, 2720-2724, 2017
152017
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for KBP Slot-Filling
B Roth, G Chrupała, M Wiegand, M Singh, D Klakow
15*2012
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
112013
Long-Short Range Context Neural Networks for Language Modeling.
Y Oualil, M Singh, C Greenberg, D Klakow
EMNLP, 1473-1481, 2016
102016
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
82018
Estimation of Gap Between Current Language Models and Human Performance.
X Shen, Y Oualil, C Greenberg, M Singh, D Klakow
INTERSPEECH, 553-557, 2017
82017
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
52019
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
32018
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
32018
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
32018
Sequential recurrent neural networks for language modeling
Y Oualil, C Greenberg, M Singh, D Klakow
Interspeech 2016, 3509-3513, 2016
32016
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
M Singh, S Virpioja, P Smit, M Kurimo
Proc. Interspeech 2019, 4235-4239, 2019
22019
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
22018
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
22016
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
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
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
2018
Handling long-term dependencies and rare words in low-resource language modelling
M Singh
2017
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Articles 1–20