Mittul Singh

ORCID

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 29

Top Venues

Saarland University, Saarbrücken, Germany (PHD)

Education History

Saarland University, Saarbrücken, Germany

PHD

Publications

Yaroslav Getman, Nhan Phan, Ragheb Al-Ghezi, Ekaterina Voskoboinik, Mittul Singh, Tamás Grósz, Mikko Kurimo, Giampiero Salvi, Torbjørn Svendsen, Sofia Strömbergsson, Anna-Riikka Smolander, Sari Ylinen
Developing an AI-Assisted Low-Resource Spoken Language Learning App for Children. IEEE Access 11 (2023)
Shuyang Zhao, Mittul Singh, Abraham Woubie, Reima Karhila
Data augmentation for children ASR and child-adult speaker classification using voice conversion methods. INTERSPEECH (2023)
Tamás Grósz, Mittul Singh, Sudarsana Reddy Kadiri, Hemant Kumar Kathania, Mikko Kurimo
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks. CoRR (2022)
Ragheb Al-Ghezi, Yaroslav Getman, Ekaterina Voskoboinik, Mittul Singh, Mikko Kurimo
Automatic Rating of Spontaneous Speech for Low-Resource Languages. SLT (2022)
Aku Rouhe, Astrid Van Camp, Mittul Singh, Hugo Van hamme, Mikko Kurimo
An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR. SPECOM (2021)
Hemant Kumar Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech. INTERSPEECH (2020)
Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo
FinChat: Corpus and evaluation setup for Finnish chat conversations on everyday topics. CoRR (2020)
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 (2020)
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)
Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo
Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models. CoRR (2020)
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)
Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo
FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics. INTERSPEECH (2020)
Hemant Kumar Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo
Data augmentation using prosody and false starts to recognize non-native children's speech. CoRR (2020)
Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. CoRR (2020)
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 (2019)
Matthias Kleinert, Hartmut Helmke, Gerald Siol, Heiko Ehr, Dietrich Klakow, Mittul Singh, Petr Motlícek, Christian Kern, Aneta Cerna, Petr Hlousek
Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. IHSI (2019)
Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. INTERSPEECH (2019)
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)
Ajay Srinivasamurthy, Petr Motlícek, Mittul Singh, Youssef Oualil, Matthias Kleinert, Heiko Ehr, Hartmut Helmke
Iterative Learning of Speech Recognition Models for Air Traffic Control. INTERSPEECH (2018)
Nima Nabizadeh, Mittul Singh, Dietrich Klakow
Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. KONVENS (2018)
Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow
Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. ECIR (2018)
Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow
Sequential Recurrent Neural Networks for Language Modeling. CoRR (2017)
Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow
Estimation of Gap Between Current Language Models and Human Performance. INTERSPEECH (2017)
Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow
Long-Short Range Context Neural Networks for Language Modeling. CoRR (2017)
Mittul Singh, Youssef Oualil, Dietrich Klakow
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. INTERSPEECH (2017)
Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow
Long-Short Range Context Neural Networks for Language Modeling. EMNLP (2016)
Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow
Sequential Recurrent Neural Networks for Language Modeling. INTERSPEECH (2016)
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)
Mittul Singh, Clayton Greenberg, Dietrich Klakow
The Custom Decay Language Model for Long Range Dependencies. TSD (2016)
Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow
Effective Slot Filling Based on Shallow Distant Supervision Methods. CoRR (2014)
Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow
Effective Slot Filling Based on Shallow Distant Supervision Methods. TAC (2013)
Mittul Singh, Dietrich Klakow
Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. ICASSP (2013)
Benjamin Roth, Grzegorz Chrupala, Michael Wiegand, Mittul Singh, Dietrich Klakow
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. TAC (2012)
Mittul Singh, Jivitej Chadha, Puneet Ahuja, Jayadeva, Suresh Chandra
Reduced twin support vector regression. Neurocomputing 74 (9) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mittul Singh