← Authors

Berlin Chen

26 papers · 2010–2025 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (15) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) πŸ† Keyword Champion 🌱 Topic Pioneer 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (105) ❓ The Questioner (2) πŸ’Ž Century Club (26) ⚑ Prolific Year (7) πŸš€ Conference Pioneer

Conferences

INTERSPEECH (13) ACL (3) COLING (2) IJCNLP (2) NAACL (2) AACL (1) EMNLP (1) ICCV (1) ICLR (1)

Top co-authors

Tien-Hong Lo (9) Bi-Cheng Yan (6) Fu-An Chao (6) Kuan-Yu Chen (5) Hsin-Min Wang (5) Yung-Chang Hsu (4) Shih-Hung Liu (4) Hsin Wei Wang (3) Yao-Ting Sung (3) Shih-Hsiang Lin (2)

Research topics

Education (1)

Keywords

pronunciation assessment (6) mispronunciation detection (4) automatic speech recognition (3) computer-assisted pronunciation training (3) acoustic model (2) transfer learning (2) speech processing (2) curriculum learning (2) automated speaking assessment (2) spoken language (2) language modeling (2) self-supervised learning (2) metric learning (2) speech recognition (2) attention mechanism (1) text mining (1) ordinal regression (1) contrastive learning (1) video generation (1) masked language model (1)

Papers

HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages AACL 2025
Long-Context State-Space Video World Models ICCV 2025
HiPPO: Exploring A Novel Hierarchical Pronunciation Assessment Approach for Spoken Languages IJCNLP 2025
Towards Efficient and Multifaceted Computer-assisted Pronunciation Training Leveraging Hierarchical Selective State Space Model and Decoupled Cross-entropy Loss NAACL 2025
Speaker Conditional Sinc-Extractor for Personal VAD INTERSPEECH 2024
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition COLING 2024
TEEMI: a speaking practice tool for L2 English learners INTERSPEECH 2024
Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies INTERSPEECH 2024
EZTalking: English assessment platform for teachers and students INTERSPEECH 2024
An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies ACL 2024
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution NAACL 2024
A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment INTERSPEECH 2023
The NTNU System at the Interspeech 2020 Non-Native Children’s Speech ASR Challenge INTERSPEECH 2020
An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling INTERSPEECH 2020
An Effective End-to-End Modeling Approach for Mispronunciation Detection INTERSPEECH 2020
What do you learn from context? Probing for sentence structure in contextualized word representations ICLR 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling ACL 2019
Exploring Low-Dimensional Structures of Modulation Spectra for Robust Speech Recognition INTERSPEECH 2017
Exploring the Use of Significant Words Language Modeling for Spoken Document Retrieval INTERSPEECH 2017
Discriminative Autoencoders for Acoustic Modeling INTERSPEECH 2017
Learning to Distill: The Essence Vector Modeling Framework COLING 2016
Mispronunciation Detection Leveraging Maximum Performance Criterion Training of Acoustic Models and Decision Functions INTERSPEECH 2016
Exploring Word Mover’s Distance and Semantic-Aware Embedding Techniques for Extractive Broadcast News Summarization INTERSPEECH 2016
Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization EMNLP 2014
An Effective and Robust Framework for Transliteration Exploration IJCNLP 2011
A Risk Minimization Framework for Extractive Speech Summarization ACL 2010