Khe Chai Sim
26 papers · 2007–2024 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Conference Loyalist
(20)
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Keyword Trendsetter Combo
(3)
π₯
Mega-Team Β· Squad
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Deep Specialist
(15)
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Topic Evolution
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Keyword Champion
(3)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(84)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Top co-authors
Research topics
Speech & Audio
(17)
Recognition
(17)
Machine Learning
(16)
Deep Learning
(11)
Application Areas
(9)
Learning Types Β· Machine Learning
(8)
Architectures
(7)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Techniques
(3)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Mathematics & Optimization
(1)
Learning Paradigms
(1)
Keywords
automatic speech recognition
(11)
speech recognition
(6)
deep neural network
(5)
acoustic model
(5)
speaker adaptation
(4)
word error rate
(4)
domain adaptation
(3)
factorized hidden layer
(3)
on-device learning
(3)
contextual biasing
(2)
model personalization
(2)
unsupervised adaptation
(2)
speech foundation model
(2)
end-to-end model
(2)
self-supervised learning
(2)
parameter-efficient fine-tuning
(2)
unsupervised learning
(2)
acoustic modeling
(2)
on-device personalization
(2)
model adaptation
(1)
Papers
AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model
Interspeech 2024
Aligner-Encoders: Self-Attention Transformers Can Be Self-Transducers
NeurIPS 2024
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm
Interspeech 2024
Massive End-to-end Speech Recognition Models with Time Reduction
NAACL 2024
Dual-Mode NAM: Effective Top-K Context Injection for End-to-End ASR
Interspeech 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods
Interspeech 2023
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device
Interspeech 2022
On-the-fly ASR Corrections with Audio Exemplars
Interspeech 2022
Pseudo Label Is Better Than Human Label
Interspeech 2022
UserLibri: A Dataset for ASR Personalization Using Only Text
Interspeech 2022
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models
Interspeech 2021
Robust Continuous On-Device Personalization for Automatic Speech Recognition
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
Acoustic Modeling for Google Home
Interspeech 2017
An Efficient Phone N-Gram Forward-Backward Computation Using Dense Matrix Multiplication
Interspeech 2017
Learning Factorized Transforms for Unsupervised Adaptation of LSTM-RNN Acoustic Models
Interspeech 2017
Incorporating a Generative Front-End Layer to Deep Neural Network for Noise Robust Automatic Speech Recognition
Interspeech 2016
Microphone Distance Adaptation Using Cluster Adaptive Training for Robust Far Field Speech Recognition
Interspeech 2016
Multi-Attribute Factorized Hidden Layer Adaptation for DNN Acoustic Models
Interspeech 2016
Stimulated Deep Neural Network for 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