Mittul Singh
12 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21)
🏆
Keyword Champion
🗃️
Keyword Collector
(50)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(9)
Speech & Audio
(5)
Recognition
(5)
Natural Language Processing
(4)
Core Methods
(4)
Generation
(4)
Deep Learning
(3)
Application Areas
(3)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Keywords
language model
(4)
automatic speech recognition
(3)
word error rate
(2)
data augmentation
(2)
dialogue system
(2)
voice conversion
(1)
prosody analysis
(1)
domain adaptation
(1)
non-native speech
(1)
dialogue generation
(1)
embedding learning
(1)
named entity recognition
(1)
information retrieval
(1)
language modeling
(1)
speech enhancement
(1)
natural language generation
(1)
low-resource learning
(1)
iterative learning
(1)
acoustic model
(1)
speech recognition
(1)
Papers
Data augmentation for children ASR and child-adult speaker classification using voice conversion methods
Interspeech 2023
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech
Interspeech 2020
FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics
Interspeech 2020
Service registration chatbot: collecting and comparing dialogues from AMT workers and service’s users
EMNLP 2020
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
NAACL 2019
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search
Interspeech 2019
Iterative Learning of Speech Recognition Models for Air Traffic Control
Interspeech 2018
Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition
Interspeech 2017
Estimation of Gap Between Current Language Models and Human Performance
Interspeech 2017
Long-Short Range Context Neural Networks for Language Modeling
EMNLP 2016
Sequential Recurrent Neural Networks for Language Modeling
Interspeech 2016
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling
COLING 2016