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Mittul Singh
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2020 – today
- 2024
- [c21]Abhijit Sinha, Mittul Singh, Sudarsana Reddy Kadiri, Mikko Kurimo, Hemant Kumar Kathania:
Effect of Speech Modification on Wav2Vec2 Models for Children Speech Recognition. SPCOM 2024: 1-5 - 2023
- [j2]Yaroslav Getman
, Nhan Phan
Developing an AI-Assisted Low-Resource Spoken Language Learning App for Children. IEEE Access 11: 86025-86037 (2023) - [c20]Shuyang Zhao, Mittul Singh, Abraham Woubie, Reima Karhila:
Data augmentation for children ASR and child-adult speaker classification using voice conversion methods. INTERSPEECH 2023: 4593-4597 - 2022
- [c19]Ragheb Al-Ghezi, Yaroslav Getman, Ekaterina Voskoboinik, Mittul Singh, Mikko Kurimo:
Automatic Rating of Spontaneous Speech for Low-Resource Languages. SLT 2022: 339-345 - [i12]Tamás Grósz, Mittul Singh, Sudarsana Reddy Kadiri, Hemant Kumar Kathania, Mikko Kurimo:
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks. CoRR abs/2210.15978 (2022) - 2021
- [c18]Aku Rouhe, Astrid Van Camp
An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR. SPECOM 2021: 602-613 - 2020
- [c17]Luca Molteni, Mittul Singh, Juho Leinonen, Katri Leino, Mikko Kurimo, Emanuele Della Valle:
Service registration chatbot: collecting and comparing dialogues from AMT workers and service's users. W-NUT@EMNLP 2020: 116-121 - [c16]Hemant Kumar Kathania, Mittul Singh
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech. INTERSPEECH 2020: 260-264 - [c15]Katri Leino, Juho Leinonen, Mittul Singh
FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics. INTERSPEECH 2020: 429-433 - [c14]Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo:
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models. SLTU-CCURL@LREC 2020: 41-45 - [i11]Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo:
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. CoRR abs/2005.13827 (2020) - [i10]Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo:
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models. CoRR abs/2007.11648 (2020) - [i9]Tamás Grósz, Mittul Singh, Sudarsana Reddy Kadiri, Hemant Kumar Kathania, Mikko Kurimo:
Aalto's End-to-End DNN systems for the INTERSPEECH 2020 Computational Paralinguistics Challenge. CoRR abs/2008.02689 (2020) - [i8]Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo:
FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics. CoRR abs/2008.08315 (2020) - [i7]Hemant Kumar Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo:
Data augmentation using prosody and false starts to recognize non-native children's speech. CoRR abs/2008.12914 (2020)
2010 – 2019
- 2019
- [c13]Matthias Kleinert, Hartmut Helmke, Gerald Siol, Heiko Ehr, Dietrich Klakow, Mittul Singh
Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. IHSI 2019: 820-826 - [c12]Mittul Singh
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. INTERSPEECH 2019: 4235-4239 - [c11]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. NAACL-HLT (Student Research Workshop) 2019: 29-34 - [i6]Debjit Paul, Mittul Singh, Michael A. Hedderich, Dietrich Klakow:
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. CoRR abs/1903.12008 (2019) - 2018
- [c10]Mittul Singh
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. ECIR 2018: 657-664 - [c9]Ajay Srinivasamurthy, Petr Motlícek
Iterative Learning of Speech Recognition Models for Air Traffic Control. INTERSPEECH 2018: 3519-3523 - [c8]Nima Nabizadeh, Mittul Singh, Dietrich Klakow:
Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. KONVENS 2018: 172-177 - 2017
- [b1]Mittul Singh:
Handling long-term dependencies and rare words in low-resource language modelling. Saarland University, Saarbrücken, Germany, 2017 - [c7]Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH 2017: 553-557 - [c6]Mittul Singh
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. INTERSPEECH 2017: 2720-2724 - [i5]Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow:
Sequential Recurrent Neural Networks for Language Modeling. CoRR abs/1703.08068 (2017) - [i4]Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow:
Long-Short Range Context Neural Networks for Language Modeling. CoRR abs/1708.06555 (2017) - 2016
- [c5]Mittul Singh, Clayton Greenberg, Youssef Oualil, Dietrich Klakow:
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. COLING 2016: 2061-2070 - [c4]Youssef Oualil, Mittul Singh
Long-Short Range Context Neural Networks for Language Modeling. EMNLP 2016: 1473-1481 - [c3]Youssef Oualil, Clayton Greenberg, Mittul Singh
Sequential Recurrent Neural Networks for Language Modeling. INTERSPEECH 2016: 3509-3513 - [c2]Mittul Singh
The Custom Decay Language Model for Long Range Dependencies. TSD 2016: 343-351 - 2014
- [i3]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. CoRR abs/1401.1158 (2014) - 2013
- [c1]Mittul Singh
Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. ICASSP 2013: 8416-8420 - [i2]Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow:
Effective Slot Filling Based on Shallow Distant Supervision Methods. TAC 2013 - 2012
- [i1]Benjamin Roth, Grzegorz Chrupala, Michael Wiegand
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. TAC 2012 - 2011
- [j1]Mittul Singh
Reduced twin support vector regression. Neurocomputing 74(9): 1474-1477 (2011)
Coauthor Index
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