Mittul Singh

According to our database, Mittul Singh authored at least 26 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

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

Automatic Rating of Spontaneous Speech for Low-Resource Languages.

Ragheb Al-Ghezi, Yaroslav Getman, Ekaterina Voskoboinik, Mittul Singh, Mikko Kurimo

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

2021

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

Proceedings of the Speech and Computer - 23rd International Conference, 2021

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

Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models.

Mittul Singh, Peter Smit, Sami Virpioja, Mikko Kurimo

Proceedings of the 1st Joint Workshop on Spoken Language Technologies for Under-resourced languages and Collaboration and Computing for Under-Resourced Languages, 2020

FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics.

Katri Leino, Juho Leinonen, Mittul Singh, Sami Virpioja, Mikko Kurimo

Proceedings of the Interspeech 2020, 2020

Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech.

Hemant Kumar Kathania, Mittul Singh, Tamás Grósz, Mikko Kurimo

Proceedings of the Interspeech 2020, 2020

Service registration chatbot: collecting and comparing dialogues from AMT workers and service's users.

Luca Molteni, Mittul Singh, Juho Leinonen, Katri Leino, Mikko Kurimo, Emanuele Della Valle

Proceedings of the Sixth Workshop on Noisy User-generated Text, 2020

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

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search.

Mittul Singh, Sami Virpioja, Peter Smit, Mikko Kurimo

Proceedings of the Interspeech 2019, 2019

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

Proceedings of the Intelligent Human Systems Integration 2019, 2019

2018

Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task.

Nima Nabizadeh, Mittul Singh, Dietrich Klakow

Proceedings of the 14th Conference on Natural Language Processing, 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

Proceedings of the Interspeech 2018, 2018

Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization.

Mittul Singh, Arunav Mishra, Youssef Oualil, Klaus Berberich, Dietrich Klakow

Proceedings of the Advances in Information Retrieval, 2018

2017

Handling long-term dependencies and rare words in low-resource language modelling.

Mittul Singh

PhD thesis, 2017

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition.

Mittul Singh, Youssef Oualil, Dietrich Klakow

Proceedings of the Interspeech 2017, 2017

Estimation of Gap Between Current Language Models and Human Performance.

Xiaoyu Shen, Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow

Proceedings of the Interspeech 2017, 2017

2016

The Custom Decay Language Model for Long Range Dependencies.

Mittul Singh, Clayton Greenberg, Dietrich Klakow

Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

Sequential Recurrent Neural Networks for Language Modeling.

Youssef Oualil, Clayton Greenberg, Mittul Singh, Dietrich Klakow

Proceedings of the Interspeech 2016, 2016

Long-Short Range Context Neural Networks for Language Modeling.

Youssef Oualil, Mittul Singh, Clayton Greenberg, Dietrich Klakow

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

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

Proceedings of the COLING 2016, 2016

2013

Effective Slot Filling Based on Shallow Distant Supervision Methods.

Benjamin Roth, Tassilo Barth, Michael Wiegand, Mittul Singh, Dietrich Klakow

Proceedings of the Sixth Text Analysis Conference, 2013

Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish.

Mittul Singh, Dietrich Klakow

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012.

Benjamin Roth, Grzegorz Chrupala, Michael Wiegand, Mittul Singh, Dietrich Klakow

Proceedings of the Fifth Text Analysis Conference, 2012

2011

Reduced twin support vector regression.

Mittul Singh, Jivitej Chadha, Puneet Ahuja, Jayadeva, Suresh Chandra

Neurocomputing, 2011