← Authors

Khe Chai Sim

26 papers · 2007–2024 · 6 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (5) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (17) 🐝 Cross-Pollinator (13) πŸ—ΊοΈ Taxonomy Completionist (13) 🧭 Keyword Pioneer 🏠 Conference Loyalist (20) 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ”¬ Deep Specialist (15) πŸ‘₯ Mega-Team (20) πŸ—ƒοΈ Keyword Collector (85) πŸš€ Conference Pioneer πŸ’Ž Century Club (26) ⚑ Prolific Year (5)

Conferences

INTERSPEECH (20) ACL (2) COLING (1) EMNLP (1) NAACL (1) NIPS (1)

Top co-authors

Dongseong Hwang (6) Tsendsuren Munkhdalai (5) Golan Pundak (5) Zhouyuan Huo (5) Ananya Misra (4) Tara Sainath (4) Arun Narayanan (4) Shefali Garg (3) Bo Li (3) Françoise Beaufays (3)

Keywords

automatic speech recognition (11) speech recognition (6) acoustic model (5) deep neural network (5) word error rate (4) speaker adaptation (4) domain adaptation (3) on-device learning (3) factorized hidden layer (3) contextual biasing (2) speech foundation model (2) model personalization (2) end-to-end model (2) acoustic modeling (2) unsupervised learning (2) self-supervised learning (2) parameter-efficient fine-tuning (2) on-device personalization (2) unsupervised adaptation (2) model adaptation (1)

Papers

Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers NIPS 2024
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm INTERSPEECH 2024
AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model INTERSPEECH 2024
Massive End-to-end Speech Recognition Models with Time Reduction NAACL 2024
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods INTERSPEECH 2023
Dual-Mode NAM: Effective Top-K Context Injection for End-to-End ASR INTERSPEECH 2023
UserLibri: A Dataset for ASR Personalization Using Only Text INTERSPEECH 2022
Pseudo Label Is Better Than Human Label INTERSPEECH 2022
On-the-fly ASR Corrections with Audio Exemplars INTERSPEECH 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device INTERSPEECH 2022
Robust Continuous On-Device Personalization for Automatic Speech Recognition INTERSPEECH 2021
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models INTERSPEECH 2021
An Investigation into On-Device Personalization of End-to-End Automatic Speech Recognition Models INTERSPEECH 2019
Domain Adaptation Using Factorized Hidden Layer for Robust Automatic Speech Recognition INTERSPEECH 2018
An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication INTERSPEECH 2017
Acoustic Modeling for Google Home INTERSPEECH 2017
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models INTERSPEECH 2017
Stimulated Deep Neural Network for Speech Recognition INTERSPEECH 2016
Incorporating a Generative Front-End Layer to Deep Neural Network for Noise Robust Automatic Speech Recognition INTERSPEECH 2016
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models INTERSPEECH 2016
Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition INTERSPEECH 2016
Subspace LHUC for Fast Adaptation of Deep Neural Network Acoustic Models INTERSPEECH 2016
A Beam-Search Decoder for Disfluency Detection COLING 2014
Combining Punctuation and Disfluency Prediction: An Empirical Study EMNLP 2014
Probabilistic Integration of Partial Lexical Information for Noise Robust Haptic Voice Recognition ACL 2012
Semantic Transliteration of Personal Names ACL 2007