Dongseong Hwang
9 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Venues
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Research topics
Keywords
automatic speech recognition
(5)
speech recognition
(4)
domain adaptation
(3)
unsupervised learning
(2)
connectionist temporal classification
(2)
parameter-efficient fine-tuning
(2)
self-supervised learning
(2)
recurrent neural network transducer
(2)
word error rate
(2)
speech foundation model
(2)
on-device learning
(1)
domain mismatch
(1)
teacher-student training
(1)
end-to-end model
(1)
model parameter
(1)
streaming speech recognition
(1)
conformer transducer
(1)
streaming automatic speech recognition
(1)
residual adapter
(1)
cascaded encoder
(1)
Papers
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
Modular Domain Adaptation for Conformer-Based Streaming ASR
Interspeech 2023
Re-investigating the Efficient Transfer Learning of Speech Foundation Model using Feature Fusion Methods
Interspeech 2023
Revisiting the Entropy Semiring for Neural Speech Recognition
ICLR 2023
A Unified Cascaded Encoder ASR Model for Dynamic Model Sizes
Interspeech 2022
Incremental Layer-Wise Self-Supervised Learning for Efficient Unsupervised Speech Domain Adaptation On Device
Interspeech 2022
Pseudo Label Is Better Than Human Label
Interspeech 2022
A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models
Interspeech 2021