← Authors

Mittul Singh

12 papers · 2016–2023 · 4 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) πŸ—ΊοΈ Taxonomy Completionist (22) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (50) πŸ’Ž Century Club (12) πŸ”₯ Unstoppable (5) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (8) EMNLP (2) COLING (1) NAACL (1)

Top co-authors

Dietrich Klakow (6) Youssef Oualil (6) Clayton Greenberg (4) Mikko Kurimo (4) Katri Leino (2) Sami Virpioja (2) Juho Leinonen (2) Heiko Ehr (1) Michael A. Hedderich (1) TamΓ‘s GrΓ³sz (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
Service registration chatbot: collecting and comparing dialogues from AMT workers and service’s users EMNLP 2020
FinChat: Corpus and Evaluation Setup for Finnish Chat Conversations on Everyday Topics INTERSPEECH 2020
Data Augmentation Using Prosody and False Starts to Recognize Non-Native Children’s Speech INTERSPEECH 2020
Subword RNNLM Approximations for Out-Of-Vocabulary Keyword Search INTERSPEECH 2019
Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling NAACL 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
Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling COLING 2016
Sequential Recurrent Neural Networks for Language Modeling INTERSPEECH 2016
Long-Short Range Context Neural Networks for Language Modeling EMNLP 2016