Berlin Chen

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 154

Top Venues

Publications

Chung-Wen Wu, Berlin Chen
Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies. CoRR (2024)
Yi-Cheng Wang, Hsin-Wei Wang, Bi-Cheng Yan, Chi-Han Lin, Berlin Chen
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition. CoRR (2024)
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
What Do Neural Networks Listen to? Exploring the Crucial Bands in Speech Enhancement Using SINC-Convolution. ICASSP (2024)
PeiYing Lee, HauYun Guo, Berlin Chen
Speech-Aware Neural Diarization with Encoder-Decoder Attractor Guided by Attention Constraints. CoRR (2024)
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning. CoRR (2024)
Tzu-Ting Yang, Hsin-Wei Wang, Yi-Cheng Wang, Chi-Han Lin, Berlin Chen
An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement. ICASSP (2024)
Bi-Cheng Yan, Jiun-Ting Li, Yi-Cheng Wang, Hsin-Wei Wang, Tien-Hong Lo, Yung-Chang Hsu, Wei-Cheng Chao, Berlin Chen
An Effective Pronunciation Assessment Approach Leveraging Hierarchical Transformers and Pre-training Strategies. ACL (1) (2024)
Tien-Hong Lo, Fu-An Chao, Tzu-I Wu, Yao-Ting Sung, Berlin Chen
An Effective Automated Speaking Assessment Approach to Mitigating Data Scarcity and Imbalanced Distribution. CoRR (2024)
Tzu-Ting Yang, Hsin-Wei Wang, Yi-Cheng Wang, Chi-Han Lin, Berlin Chen
An Effective Mixture-Of-Experts Approach For Code-Switching Speech Recognition Leveraging Encoder Disentanglement. CoRR (2024)
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
What do neural networks listen to? Exploring the crucial bands in Speech Enhancement using Sinc-convolution. CoRR (2024)
Yi-Cheng Wang, Hsin-Wei Wang, Bi-Cheng Yan, Chi-Han Lin, Berlin Chen
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition. LREC/COLING (2024)
Bi-Cheng Yan, Hsin-Wei Wang, Yi-Cheng Wang, Jiun-Ting Li, Chi-Han Lin, Berlin Chen
Preserving Phonemic Distinctions for Ordinal Regression: A Novel Loss Function for Automatic Pronunciation Assessment. CoRR (2023)
Yi-Cheng Wang, Tzu-Ting Yang, Hsin-Wei Wang, Bi-Cheng Yan, Berlin Chen
AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning. CoRR (2023)
Bi-Cheng Yan, Hsin-Wei Wang, Yi-Cheng Wang, Jiun-Ting Li, Chi-Han Lin, Berlin Chen
Preserving Phonemic Distinctions For Ordinal Regression: A Novel Loss Function For Automatic Pronunciation Assessment. ASRU (2023)
Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen
A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment. CoRR (2023)
Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen
A Hierarchical Context-aware Modeling Approach for Multi-aspect and Multi-granular Pronunciation Assessment. INTERSPEECH (2023)
Bi-Cheng Yan, Hsin-Wei Wang, Yi-Cheng Wang, Berlin Chen
Effective Graph-Based Modeling of Articulation Traits for Mispronunciation Detection and Diagnosis. ICASSP (2023)
Kuan-Hsun Ho, En-Lun Yu, Jeih-Weih Hung, Berlin Chen
NAaLOSS: Rethinking the Objective of Speech Enhancement. MLSP (2023)
Tzu-Ting Yang, Hsin-Wei Wang, Berlin Chen
Leveraging Language ID to Calculate Intermediate CTC Loss for Enhanced Code-Switching Speech Recognition. CoRR (2023)
Kuan-Hsun Ho, Jeih-Weih Hung, Berlin Chen
ConSep: a Noise- and Reverberation-Robust Speech Separation Framework by Magnitude Conditioning. DSP (2023)
Tzu-I Wu, Tien-Hong Lo, Fu-An Chao, Yao-Ting Sung, Berlin Chen
Effective Neural Modeling Leveraging Readability Features for Automated Essay Scoring. SLaTE (2023)
Yi-Cheng Wang, Tzu-Ting Yang, Hsin-Wei Wang, Bi-Cheng Yan, Berlin Chen
AVATAR: Robust Voice Search Engine Leveraging Autoregressive Document Retrieval and Contrastive Learning. APSIPA ASC (2023)
Jiun-Ting Li, Tien-Hong Lo, Bi-Cheng Yan, Yung-Chang Hsu, Berlin Chen
Graph-Enhanced Transformer Architecture with Novel Use of CEFR Vocabulary Profile and Filled Pauses in Automated Speaking Assessment. SLaTE (2023)
Kuan-Hsun Ho, En-Lun Yu, Jeih-weih Hung, Berlin Chen
Naaloss: Rethinking the objective of speech enhancement. CoRR (2023)
Yu-sheng Tsao, Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
Adaptive-FSN: Integrating Full-Band Extraction and Adaptive Sub-Band Encoding for Monaural Speech Enhancement. SLT (2022)
Bi-Cheng Yan, Hsin-Wei Wang, Shao-Wei Fan-Jiang, Fu-An Chao, Berlin Chen
Maximum F1-Score Training for End-to-End Mispronunciation Detection and Diagnosis of L2 English Speech. ICME (2022)
Fu-An Chao, Jeih-Weih Hung, Tommy Sheu, Berlin Chen
Time-Reversal Enhancement Network With Cross-Domain Information for Noise-Robust Speech Recognition. IEEE Multim. 29 (1) (2022)
Bi-Cheng Yan, Hsin-Wei Wang, Berlin Chen
Peppanet: Effective Mispronunciation Detection and Diagnosis Leveraging Phonetic, Phonological, and Acoustic Cues. SLT (2022)
Bi-Cheng Yan, Hsin-Wei Wang, Shih-Hsuan Chiu, Hsuan-Sheng Chiu, Berlin Chen
Effective Cross-Utterance Language Modeling for Conversational Speech Recognition. IJCNN (2022)
Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen
Bi-Sep: A Multi-Resolution Cross-Domain Monaural Speech Separation Framework. TAAI (2022)
Hsin-Wei Wang, Bi-Cheng Yan, Hsuan-Sheng Chiu, Yung-Chang Hsu, Berlin Chen
Exploring Non-Autoregressive End-to-End Neural Modeling for English Mispronunciation Detection and Diagnosis. ICASSP (2022)
Berlin Chen, Cyrus Mostajeran, Salem Said
Geometric Learning of Hidden Markov Models via a Method of Moments Algorithm. CoRR (2022)
Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen
3M: An Effective Multi-view, Multi-granularity, and Multi-aspect Modeling Approach to English Pronunciation Assessment. CoRR (2022)
Tzu-I Wu, Tien-Hong Lo, Fu-An Chao, Yao-Ting Sung, Berlin Chen
A Preliminary Study on Automated Speaking Assessment of English as a Second Language (ESL) Students. ROCLING (2022)
Yi-Cheng Wang, Tzu-Ting Yang, Hsin-Wei Wang, Yung-Chang Hsu, Berlin Chen
Building an Enhanced Autoregressive Document Retriever Leveraging Supervised Contrastive Learning. ROCLING (2022)
Fu-An Chao, Shao-Wei Fan-Jiang, Bi-Cheng Yan, Jeih-weih Hung, Berlin Chen
TENET: A Time-reversal Enhancement Network for Noise-robust ASR. CoRR (2021)
Hsin-Wei Wang, Bi-Cheng Yan, Hsuan-Sheng Chiu, Yung-Chang Hsu, Berlin Chen
Exploring Non-Autoregressive End-To-End Neural Modeling For English Mispronunciation Detection And Diagnosis. CoRR (2021)
Bi-Cheng Yan, Berlin Chen
End-to-End Mispronunciation Detection and Diagnosis From Raw Waveforms. CoRR (2021)
Bi-Cheng Yan, Hsin-Wei Wang, Shih-Hsuan Chiu, Hsuan-Sheng Chiu, Berlin Chen
Conversational speech recognition leveraging effective fusion methods for cross-utterance language modeling. CoRR (2021)
You-Sheng Tsao, Tien-Hong Lo, Jiun-Ting Li, Shi-Yan Weng, Berlin Chen
A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning. ROCLING (2021)
Shih-Hsuan Chiu, Berlin Chen
Innovative Bert-based Reranking Language Models for Speech Recognition. CoRR (2021)
Shih-Hsuan Chiu, Tien-Hong Lo, Berlin Chen
Cross-sentence Neural Language Models for Conversational Speech Recognition. CoRR (2021)
Wan-Ting Tseng, Chin-Ying Wu, Yung-Chang Hsu, Berlin Chen
FAQ Retrieval using Question-Aware Graph Convolutional Network and Contextualized Language Model. APSIPA ASC (2021)
Shih-Hsuan Chiu, Berlin Chen
Innovative Bert-Based Reranking Language Models for Speech Recognition. SLT (2021)
Shao-Wei Fan-Jiang, Bi-Cheng Yan, Tien-Hong Lo, Fu-An Chao, Berlin Chen
Towards Robust Mispronunciation Detection and Diagnosis for L2 English Learners with Accent-Modulating Methods. ASRU (2021)
Hsin-Wei Wang, Bi-Cheng Yan, Yung-Chang Hsu, Berlin Chen
Exploring the Integration of E2E ASR and Pronunciation Modeling for English Mispronunciation Detection. ROCLING (2021)
Fu-An Chao, Shao-Wei Fan-Jiang, Bi-Cheng Yan, Jeih-weih Hung, Berlin Chen
TENET: A Time-Reversal Enhancement Network for Noise-Robust ASR. ASRU (2021)
Shi-Yan Weng, Hsuan-Sheng Chiu, Berlin Chen
An Empirical Study on Transformer-Based End-to-End Speech Recognition with Novel Decoder Masking. APSIPA ASC (2021)
Wen-Ting Tseng, Yung-Chang Hsu, Berlin Chen
Effective FAQ Retrieval and Question Matching Tasks with Unsupervised Knowledge Injection. TDS (2021)
Fu-An Chao, Jeih-weih Hung, Berlin Chen
Cross-domain Single-channel Speech Enhancement Model with Bi-projection Fusion Module for Noise-robust ASR. CoRR (2021)
Fu-An Chao, Jeih-weih Hung, Berlin Chen
Cross-Domain Single-Channel Speech Enhancement Model with BI-Projection Fusion Module for Noise-Robust ASR. ICME (2021)
Tien-Hong Lo, Yao-Ting Sung, Berlin Chen
Improving End-To-End Modeling for Mispronunciation Detection with Effective Augmentation Mechanisms. CoRR (2021)
Bi-Cheng Yan, Berlin Chen
End-to-End Mispronunciation Detection and Diagnosis From Raw Waveforms. EUSIPCO (2021)
Tien-Hong Lo, Yao-Ting Sung, Berlin Chen
Improving End-To-End Modeling for Mispronunciation Detection with Effective Augmentation Mechanisms. APSIPA ASC (2021)
Shao-Wei Fan-Jiang, Bi-Cheng Yan, Tien-Hong Lo, Fu-An Chao, Berlin Chen
Towards Robust Mispronunciation Detection and Diagnosis for L2 English Learners with Accent-Modulating Methods. CoRR (2021)
Shih-Hsuan Chiu, Tien-Hong Lo, Fu-An Chao, Berlin Chen
Cross-utterance Reranking Models with BERT and Graph Convolutional Networks for Conversational Speech Recognition. APSIPA ASC (2021)
Chin-Ying Wu, Yung-Chang Hsu, Berlin Chen
A Study on Contextualized Language Modeling for Machine Reading Comprehension. ROCLING (2021)
Shih-Hsuan Chiu, Tien-Hong Lo, Berlin Chen
Cross-sentence Neural Language Models for Conversational Speech Recognition. IJCNN (2021)
Bi-Cheng Yan, Meng-Che Wu, Hsiao-Tsung Hung, Berlin Chen
An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling. CoRR (2020)
Bi-Cheng Yan, Meng-Che Wu, Hsiao-Tsung Hung, Berlin Chen
An End-to-End Mispronunciation Detection System for L2 English Speech Leveraging Novel Anti-Phone Modeling. INTERSPEECH (2020)
Tien-Hong Lo, Fu-An Chao, Shi-Yan Weng, Berlin Chen
The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge. INTERSPEECH (2020)
Tien-Hong Lo, Shi-Yan Weng, Hsiu-Jui Chang, Berlin Chen
An Effective End-to-End Modeling Approach for Mispronunciation Detection. CoRR (2020)
Tien-Hong Lo, Shi-Yan Weng, Hsiu-Jui Chang, Berlin Chen
An Effective End-to-End Modeling Approach for Mispronunciation Detection. INTERSPEECH (2020)
Fu-An Chao, Jeih-weih Hung, Berlin Chen
Multi-view Attention-based Speech Enhancement Model for Noise-robust Automatic Speech Recognition. ROCLING (2020)
Wei-Ting Lin, Berlin Chen
Exploring Disparate Language Model Combination Strategies for Mandarin-English Code-Switching ASR. ROCLING (2020)
Yu-Sen Cheng, Tien-Hong Lo, Berlin Chen
Exploiting Text Prompts for the Development of an End-to-End Computer-Assisted Pronunciation Training System. ROCLING (2020)
Shao-Wei Fan-Jiang, Tien-Hong Lo, Berlin Chen
Spoken Document Retrieval Leveraging Bert-Based Modeling and Query Reformulation. ICASSP (2020)
Shi-Yan Weng, Tien-Hong Lo, Berlin Chen
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features. CoRR (2020)
Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen
Enhanced Language Modeling with Proximity and Sentence Relatedness Information for Extractive Broadcast News Summarization. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (3) (2020)
Wen-Ting Tseng, Yung-Chang Hsu, Berlin Chen
A Study on Contextualized Language Modeling for FAQ Retrieval. ROCLING (2020)
Yu-Sen Cheng, Chun-Liang Shih, Tien-Hong Lo, Wen-Ting Tseng, Berlin Chen
Query Expansion System for the VoxCeleb Speaker Recognition Challenge 2020. CoRR (2020)
Bi-Cheng Yan, Meng-Che Wu, Berlin Chen
Exploring Feature Enhancement in The Modulation Spectrum Domain via Ideal Ratio Mask for Robust Speech Recognition. APSIPA (2020)
Shi-Yan Weng, Tien-Hong Lo, Berlin Chen
An Effective Contextual Language Modeling Framework for Speech Summarization with Augmented Features. EUSIPCO (2020)
Shih-Hsuan Chiu, Berlin Chen
Innovative Pretrained-based Reranking Language Models for N-best Speech Recognition Lists. ROCLING (2020)
Wen-Ting Tseng, Tien-Hong Lo, Yung-Chang Hsu, Berlin Chen
Effective FAQ Retrieval and Question Matching With Unsupervised Knowledge Injection. CoRR (2020)
Yu-Te Wu, Berlin Chen, Li Su
Multi-Instrument Automatic Music Transcription With Self-Attention-Based Instance Segmentation. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Tien-Hong Lo, Fu-An Chao, Shi-Yan Weng, Berlin Chen
The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge. CoRR (2020)
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick
What do you learn from context? Probing for sentence structure in contextualized word representations. ICLR (Poster) (2019)
Hsiu-Jui Chang, Tien-Hong Lo, Tzu-En Liu, Berlin Chen
探究端對端語音辨識於發音檢測與診斷(Investigating on Computer-Assisted Pronunciation Training Leveraging End-to-End Speech Recognition Techniques). ROCLING (2019)
Ming-Jhang Yang, Fu-An Chao, Tien-Hong Lo, Berlin Chen
使用生成對抗網路於強健式自動語音辨識的應用(Exploiting Generative Adversarial Network for Robustness Automatic Speech Recognition). ROCLING (2019)
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick
What do you learn from context? Probing for sentence structure in contextualized word representations. CoRR (2019)
Tien-Hong Lo, Berlin Chen
Semi-supervised Training of Acoustic Models Leveraging Knowledge Transferred from Out-of-Domain Data. APSIPA (2019)
Tzu-En Liu, Shih-Hung Liu, Berlin Chen
A Hierarchical Neural Summarization Framework for Spoken Documents. ICASSP (2019)
Alex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick, Samuel R. Bowman
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling. ACL (1) (2019)
Hsiao-Yun Lin, Tien-Hong Lo, Berlin Chen
Enhanced Bert-Based Ranking Models for Spoken Document Retrieval. ASRU (2019)
Hou-Chiang Tseng, Hsueh-Chih Chen, Kuo-En Chang, Yao-Ting Sung, Berlin Chen
An Innovative BERT-Based Readability Model. ICITL (2019)
Hou-Chiang Tseng, Berlin Chen, Tao-Hsing Chang, Yao-Ting Sung
Integrating LSA-based hierarchical conceptual space and machine learning methods for leveling the readability of domain-specific texts. Nat. Lang. Eng. 25 (3) (2019)
Bi-Cheng Yan, Shih-Hung Liu, Berlin Chen
Modulation spectrum augmentation for robust speech recognition. AISS (2019)
Yu-Te Wu, Berlin Chen, Li Su
Polyphonic Music Transcription with Semantic Segmentation. ICASSP (2019)
Shi-Yan Weng, Hou-Chiang Tseng, Yao-Ting Sung, Berlin Chen
基於階層式編碼架構之文本可讀性預測(A Hierarchical Encoding Framework for Text Readability Prediction). ROCLING (2019)
Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang
Essence Vector-Based Query Modeling for Spoken Document Retrieval. ICASSP (2018)
Hou-Chiang Tseng, Berlin Chen, Yao-Ting Sung
探索結合快速文本及卷積神經網路於可讀性模型之建立 (Exploring Combination of FastText and Convolutional Neural Networks for Building Readability Models) [In Chinese]. ROCLING (2018)
Samuel R. Bowman, Ellie Pavlick, Edouard Grave, Benjamin Van Durme, Alex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen
Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling. CoRR (2018)
Bi-Cheng Yan, Chin-Hong Shih, Berlin Chen, Shih-Hung Liu
Investigating Manifold Learning Technique for Robust Speech Recognition. IALP (2018)
Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang
An Information Distillation Framework for Extractive Summarization. IEEE ACM Trans. Audio Speech Lang. Process. 26 (1) (2018)
Tien-Hong Lo, Berlin Chen
探討聲學模型的合併技術與半監督鑑別式訓練於會議語音辨識之研究 (Investigating acoustic model combination and semi-supervised discriminative training for meeting speech recognition) [In Chinese]. ROCLING (2018)
Ying-Wen Chen, Tien-Hong Lo, Hsiu-Jui Chang, Wei-Cheng Chao, Berlin Chen
會議語音辨識使用語者資訊之語言模型調適技術 (On the Use of Speaker-Aware Language Model Adaptation Techniques for Meeting Speech Recognition ) [In Chinese]. ROCLING (2018)
Yu-Te Wu, Berlin Chen, Li Su
Automatic Music Transcription Leveraging Generalized Cepstral Features and Deep Learning. ICASSP (2018)
Wei-Cheng Chao, Hsiu-Jui Chang, Tien-Hong Lo, Berlin Chen
探討鑑別式訓練聲學模型之類神經網路架構及優化方法的改進 (Discriminative Training of Acoustic Models Leveraging Improved Neural Network Architecture and Optimization Method) [In Chinese]. ROCLING (2018)
Tien-Hong Lo, Ying-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen
Neural relevance-aware query modeling for spoken document retrieval. ASRU (2017)

Berlin Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Berlin Chen