Reduced twin support vector regression. - Mittul Singh; Jivitej Chadha; Puneet Ahuja; Jayadeva; Suresh Chandra 001 (Neurocomputing, 2011)

Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012. - Benjamin Roth 001; Grzegorz Chrupala; Michael Wiegand; Mittul Singh; Dietrich Klakow (TAC, 2012)

Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish. - Mittul Singh; Dietrich Klakow (ICASSP, 2013)

Effective Slot Filling Based on Shallow Distant Supervision Methods. - Benjamin Roth 001; Tassilo Barth; Michael Wiegand; Mittul Singh; Dietrich Klakow (TAC, 2013)

Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling. - Mittul Singh; Clayton Greenberg; Youssef Oualil; Dietrich Klakow (COLING, 2016)

Long-Short Range Context Neural Networks for Language Modeling. - Youssef Oualil; Mittul Singh; Clayton Greenberg; Dietrich Klakow (EMNLP, 2016)

Sequential Recurrent Neural Networks for Language Modeling. - Youssef Oualil; Clayton Greenberg; Mittul Singh; Dietrich Klakow (INTERSPEECH, 2016)

The Custom Decay Language Model for Long Range Dependencies. - Mittul Singh; Clayton Greenberg; Dietrich Klakow (TSD, 2016)

Estimation of Gap Between Current Language Models and Human Performance. - Xiaoyu Shen 001; Youssef Oualil; Clayton Greenberg; Mittul Singh; Dietrich Klakow (INTERSPEECH, 2017)

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition. - Mittul Singh; Youssef Oualil; Dietrich Klakow (INTERSPEECH, 2017)

Handling long-term dependencies and rare words in low-resource language modelling. - Mittul Singh (2017)

Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization. - Mittul Singh; Arunav Mishra; Youssef Oualil; Klaus Berberich; Dietrich Klakow (ECIR, 2018)

Iterative Learning of Speech Recognition Models for Air Traffic Control. - Ajay Srinivasamurthy; Petr Motlícek; Mittul Singh; Youssef Oualil; Matthias Kleinert; Heiko Ehr; Hartmut Helmke (INTERSPEECH, 2018)

Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task. - Nima Nabizadeh; Mittul Singh; Dietrich Klakow (KONVENS, 2018)

Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers. - Matthias Kleinert; Hartmut Helmke; Gerald Siol; Heiko Ehr; Dietrich Klakow; Mittul Singh; Petr Motlícek; Christian Kern; Aneta Cerna; Petr Hlousek (IHSI, 2019)

Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search. - Mittul Singh; Sami Virpioja; Peter Smit; Mikko Kurimo (INTERSPEECH, 2019)

Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. - Debjit Paul; Mittul Singh; Michael A. Hedderich; Dietrich Klakow (NAACL-HLT (Student Research Workshop), 2019)

Service registration chatbot: collecting and comparing dialogues from AMT workers and service's users. - Luca Molteni; Mittul Singh; Juho Leinonen 002; Katri Leino; Mikko Kurimo; Emanuele Della Valle (W-NUT@EMNLP, 2020)

Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech. - Hemant Kumar Kathania; Mittul Singh; Tamás Grósz; Mikko Kurimo (INTERSPEECH, 2020)

FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics. - Katri Leino; Juho Leinonen 002; Mittul Singh; Sami Virpioja; Mikko Kurimo (INTERSPEECH, 2020)

Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models. - Mittul Singh; Peter Smit; Sami Virpioja; Mikko Kurimo (SLTU-CCURL@LREC, 2020)

Aalto's End-to-End DNN systems for the INTERSPEECH 2020 Computational Paralinguistics Challenge. - Tamás Grósz; Mittul Singh; Sudarsana Reddy Kadiri; Hemant Kumar Kathania; Mikko Kurimo (CoRR, 2020)

An Equal Data Setting for Attention-Based Encoder-Decoder and HMM/DNN Models: A Case Study in Finnish ASR. - Aku Rouhe; Astrid Van Camp; Mittul Singh; Hugo Van hamme; Mikko Kurimo (SPECOM, 2021)

Automatic Rating of Spontaneous Speech for Low-Resource Languages. - Ragheb Al-Ghezi; Yaroslav Getman; Ekaterina Voskoboinik; Mittul Singh; Mikko Kurimo (SLT, 2022)

End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks. - Tamás Grósz; Mittul Singh; Sudarsana Reddy Kadiri; Hemant Kumar Kathania; Mikko Kurimo (CoRR, 2022)

Data augmentation for children ASR and child-adult speaker classification using voice conversion methods. - Shuyang Zhao; Mittul Singh; Abraham Woubie; Reima Karhila (INTERSPEECH, 2023)

Developing an AI-Assisted Low-Resource Spoken Language Learning App for Children. - 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 (IEEE Access, 2023)

Effect of Speech Modification on Wav2Vec2 Models for Children Speech Recognition. - Abhijit Sinha; Mittul Singh; Sudarsana Reddy Kadiri; Mikko Kurimo; Hemant Kumar Kathania (SPCOM, 2024)