Berlin Chen

National Taiwan Normal University — Taiwan

Computer Science · Physical Sciences

24h-index2.3kcitations274works0.22yr avg
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Research Topics

Natural Language Processing Techniques(168), Topic Modeling(142), Speech Recognition and Synthesis(142), Speech and Audio Processing(52), Music and Audio Processing(49)

Publications274 total

CLiFT-ASR: A Cross-Lingual Fine-Tuning Framework for Low-Resource Taiwanese Hokkien Speech Recognition
arXiv (Cornell University)·2025Open Access
Lightweight Zero-Shot Keyword Spotting via Multi-Granular Knowledge Distillation
2025
Multi-task Pretraining for Enhancing Interpretable L2 Pronunciation Assessment
arXiv (Cornell University)·2025Open Access
JCAPT: A Joint Modeling Approach for CAPT
2025
Zero-Shot Text-to-Speech as Golden Speech Generator: A Systematic Framework and its Applicability in Automatic Pronunciation Assessment
2025· 1 cited
Beyond Modality Limitations: A Unified MLLM Approach to Automated Speaking Assessment with Effective Curriculum Learning
arXiv (Cornell University)·2025Open Access
Flexible VAD-PVAD Transition: A Detachable PVAD Module for Dynamic Encoder RNN VAD
2025
Enhancing Speech Emotion Recognition Leveraging Aligning Timestamps of ASR Transcripts and Speaker Diarization
arXiv (Cornell University)·2025Open Access
JCAPT: A Joint Modeling Approach for CAPT
arXiv (Cornell University)·2025Open Access
Feature-Driven Prediction of HOMO–LUMO Gaps in Transition-Metal Complexes Using the SLEET Model: A SMILES-Based Transformer Framework
Journal of Chemical Theory and Computation·2025
Feature-Driven Prediction of HOMO-LUMO Gaps in Transition Metal Complexes Using the SLEET Model: A SMILES-Based Transformer Framework
2025Open Access
Acoustically Precise Hesitation Tagging Is Essential for End-to-End Verbatim Transcription Systems
arXiv (Cornell University)·2025Open Access
Long-Context State-Space Video World Models
arXiv (Cornell University)·2025Open Access
Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss
arXiv (Cornell University)·2025Open Access
EADSum: Element-Aware Distillation for Enhancing Low-Resource Abstractive Summarization
2024
Few-Shot Open-Set Keyword Spotting with Multi-Stage Training
2024· 1 cited
Enhancing Code-Switching ASR Leveraging Non-Peaky CTC Loss and Deep Language Posterior Injection
arXiv (Cornell University)·2024Open Access
DEVELOPMENT OF AN ENGLISH ORAL ASSESSMENT SYSTEM WITH THE GEPT DATASET
2024
Exploring Branchformer-Based End-to-End Speaker Diarization with Speaker-Wise VAD Loss
2024
Gated Adapters with Balanced Activation for Effective Contextual Speech Recognition
2024
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Frequent Co-authors

Hsin‐Min Wang(12), Kuan‐Yu Chen(8), Shih-Hsiang Lin(5), Ian Tenney(4), Patrick Xia(4), Najoung Kim(4), Benjamin Van Durme(4), Samuel R. Bowman(4), Ellie Pavlick(4), Shih‐Hung Liu(4), Bicheng Yan(4), Alex Wang(3), R. Thomas McCoy(3), Hsin‐Hsi Chen(3), Yu‐Te Wu(3), Li Su(3), Kuan-Yu Chen(3), Fu-An Chao(3), Yao‐Ting Sung(3), Adam Poliak(2)