Mittul Singh

Orcid: 0000-0003-2079-412X

According to our database1, Mittul Singh authored at least 28 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Effect of Speech Modification on Wav2Vec2 Models for Children Speech Recognition.
Proceedings of the International Conference on Signal Processing and Communications, 2024

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

Data augmentation for children ASR and child-adult speaker classification using voice conversion methods.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022
End-to-end Ensemble-based Feature Selection for Paralinguistics Tasks.
CoRR, 2022

Automatic Rating of Spontaneous Speech for Low-Resource Languages.
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.
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.
CoRR, 2020

Effects of Language Relatedness for Cross-lingual Transfer Learning in Character-Based Language Models.
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.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children's Speech.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Service registration chatbot: collecting and comparing dialogues from AMT workers and service's users.
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.
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.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers.
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.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Iterative Learning of Speech Recognition Models for Air Traffic Control.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization.
Proceedings of the Advances in Information Retrieval, 2018

2017
Handling long-term dependencies and rare words in low-resource language modelling.
PhD thesis, 2017

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Estimation of Gap Between Current Language Models and Human Performance.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016
The Custom Decay Language Model for Long Range Dependencies.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

Sequential Recurrent Neural Networks for Language Modeling.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Long-Short Range Context Neural Networks for Language Modeling.
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.
Proceedings of the COLING 2016, 2016

2013
Effective Slot Filling Based on Shallow Distant Supervision Methods.
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.
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.
Proceedings of the Fifth Text Analysis Conference, 2012

2011
Reduced twin support vector regression.
Neurocomputing, 2011


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