| 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 | 61 | 2014 |
| Reduced twin support vector regression M Singh, J Chadha, P Ahuja, S Chandra Neurocomputing 74 (9), 1474-1477, 2011 | 35 | 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 | 24 | 2017 |
| Estimation of Gap Between Current Language Models and Human Performance. X Shen, Y Oualil, C Greenberg, M Singh, D Klakow INTERSPEECH, 553-557, 2017 | 21 | 2017 |
| 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 | 18 | 2018 |
| Long-Short Range Context Neural Networks for Language Modeling. Y Oualil, M Singh, C Greenberg, D Klakow EMNLP, 1473-1481, 2016 | 17 | 2016 |
| Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for KBP Slot-Filling B Roth, G Chrupała, M Wiegand, M Singh, D Klakow | 16* | 2012 |
| 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 | 14 | 2019 |
| 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 | 12 | 2018 |
| 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 | 10 | 2013 |
| Data augmentation using prosody and false starts to recognize non-native children's speech H Kathania, M Singh, T Grósz, M Kurimo arXiv preprint arXiv:2008.12914, 2020 | 6 | 2020 |
| 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 | 6 | 2018 |
| 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 | 6 | 2018 |
| Sequential recurrent neural networks for language modeling Y Oualil, C Greenberg, M Singh, D Klakow Interspeech 2016, 3509-3513, 2016 | 6 | 2016 |
| Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search M Singh, S Virpioja, P Smit, M Kurimo Proc. Interspeech 2019, 4235-4239, 2019 | 4 | 2019 |
| 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 | 3 | 2019 |
| 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 | 3 | 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 | 3 | 2016 |
| An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR A Rouhe, AV Camp, M Singh, HV Hamme, M Kurimo International Conference on Speech and Computer, 602-613, 2021 | 2 | 2021 |
| FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics K Leino, J Leinonen, M Singh, S Virpioja, M Kurimo arXiv preprint arXiv:2008.08315, 2020 | 2 | 2020 |
Dietrich KlakowSaarland University, Saarland Informatics CampusVerified email at lsv.uni-saarland.de
