Berlin Chen

Berlin Chen, Shih-Hsiang Lin, Yu-Mei Chang, Jia-Wen Liu: Extractive speech summarization using evaluation metric-related training criteria. Inf. Process. Manage. 49(1): 1-12 (2013)

Berlin Chen, Kuan-Yu Chen: Leveraging relevance cues for language modeling in speech recognition. Inf. Process. Manage. 49(4): 807-816 (2013)

Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen: Spoken Document Retrieval Leveraging Unsupervised and Supervised Topic Modeling Techniques. IEICE Transactions 95-D(5): 1195-1205 (2012)

Shih-Hsiang Lin, Berlin Chen: A Comparative Study of Methods for Topic Modeling in Spoken Document Retrieval. IJCLCLP 17(1) (2012)

Hsin-Ju Hsieh, Jeih-Weih Hung, Berlin Chen: Speech Recognition Leveraging Histogram Equalization Methods. IJCLCLP 17(4) (2012)

Berlin Chen, Shih-Hsiang Lin: A Risk-Aware Modeling Framework for Speech Summarization. IEEE Transactions on Audio, Speech & Language Processing 20(1): 211-222 (2012)

Berlin Chen, Kuan-Yu Chen, Pei-Ning Chen, Yi-Wen Chen: Spoken Document Retrieval With Unsupervised Query Modeling Techniques. IEEE Transactions on Audio, Speech & Language Processing 20(9): 2602-2612 (2012)

Yueng-Tien Lo, Shih-Hsiang Lin, Berlin Chen: Constructing effective ranking models for speech summarization. ICASSP 2012: 5053-5056

Kuan-Yu Chen, Hao-Chin Chang, Berlin Chen, Hsin-Min Wang: Word Relevance Modeling for Speech Recognition. INTERSPEECH 2012

Hsin-Ju Hsieh, Jeih-Weih Hung, Berlin Chen: Exploring Joint Equalization of Spatial-Temporal Contextual Statistics of Speech Features for Robust Speech Recognition. INTERSPEECH 2012

Yu-Chen Kao, Berlin Chen: Leveraging distributional characteristics of modulation spectra for robust speech recognition. ISSPA 2012: 120-125

Hsin-Ju Hsieh, Jeih-Weih Hung, Berlin Chen: 改良式統計圖等化法強鍵性語音辨識之研究 (Improved Histogram Equalization Methods for Robust Speech Recognition) [In Chinese]. ROCLING 2012

Bang-Xuan Huang, Hank Hao, Menphis Chen, Berlin Chen: 遞迴式類神經網路語言模型應用額外資訊於語音辨識之研究 (Recurrent Neural Network-based Language Modeling with Extra Information Cues for Speech Recognition) [In Chinese]. ROCLING 2012

Berlin Chen, Wei-Hau Chen, Shih-Hsiang Lin, Wen-Yi Chu: Robust speech recognition using spatial-temporal feature distribution characteristics. Pattern Recognition Letters 32(7): 919-926 (2011)

Berlin Chen, Pei-Ning Chen, Kuan-Yu Chen: Query modeling for spoken document retrieval. ASRU 2011: 389-394

Shih-Hsiang Lin, Ea-Ee Jan, Berlin Chen: Handling verbose queries for spoken document retrieval. ICASSP 2011: 5552-5555

Kuan-Yu Chen, Berlin Chen: Relevance language modeling for speech recognition. ICASSP 2011: 5568-5571

Berlin Chen, Jia-Wen Liu: Discriminative language modeling for speech recognition with relevance information. ICME 2011: 1-4

Ea-Ee Jan, Niyu Ge, Shih-Hsiang Lin, Berlin Chen: An Effective and Robust Framework for Transliteration Exploration. IJCNLP 2011: 1332-1340

Pei-Ning Chen, Kuan-Yu Chen, Berlin Chen: Leveraging Relevance Cues for Improved Spoken Document Retrieval. INTERSPEECH 2011: 929-932

Min-Hsuan Lai, Bang-Xuan Huang, Kuan-Yu Chen, Berlin Chen: 實證探究多種鑑別式語言模型於語音辨識之研究 (Empirical Comparisons of Various Discriminative Language Models for Speech Recognition) [In Chinese]. ROCLING 2011: 4-20

Wen-Yi Chu, Yu-Chen Kao, Berlin Chen, Jeih-Weih Hung: 機率式調變頻譜分解於強健性語音辨識 (Probabilistic Modulation Spectrum Factorization for Robust Speech Recognition) [In Chinese]. ROCLING (Posters) 2011: 194-206

Shih-Hsiang Lin, Berlin Chen: A Risk Minimization Framework for Extractive Speech Summarization. ACL 2010: 79-87

Ea-Ee Jan, Shih-Hsiang Lin, Berlin Chen: Transliteration Retrieval Model for Cross Lingual Information Retrieval. AIRS 2010: 183-192

Shih-Hsiang Lin, Yu-Mei Chang, Jia-Wen Liu, Berlin Chen: Leveraging evaluation metric-related training criteria for speech summarization. ICASSP 2010: 5314-5317

Kuan-Yu Chen, Hsuan-Sheng Chiu, Berlin Chen: Latent topic modeling of word vicinity information for speech recognition. ICASSP 2010: 5394-5397

Hung-Shin Lee, Hsin-Min Wang, Berlin Chen: A Discriminative and Heteroscedastic Linear Feature Transformation for Multiclass Classification. ICPR 2010: 690-693

Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen: Extractive speech summarization - from the view of decision theory. INTERSPEECH 2010: 1684-1687

Chia-Wen Liu, Shih-Hsiang Lin, Berlin Chen: 鑑別式語言模型於語音辨識結果重新排序之研究 (Exploiting Discriminative Language Models for Reranking Speech Recognition Hypotheses) [In Chinese]. ROCLING 2010

Yueng-Tien Lo, Berlin Chen: 整合邊際資訊於鑑別式聲學模型訓練方法之比較研究 (A Comparative Study on Margin-Based Discriminative Training of Acoustic Models) [In Chinese]. ROCLING 2010

Berlin Chen, Shih-Hung Liu, Fang-Hui Chu: Training data selection for improving discriminative training of acoustic models. Pattern Recognition Letters 30(13): 1228-1235 (2009)

Berlin Chen: Word Topic Models for Spoken Document Retrieval and Transcription. ACM Trans. Asian Lang. Inf. Process. 8(1) (2009)

Shih-Hsiang Lin, Berlin Chen, Hsin-Min Wang: A Comparative Study of Probabilistic Ranking Models for Chinese Spoken Document Summarization. ACM Trans. Asian Lang. Inf. Process. 8(1) (2009)

Shih-Hsiang Lin, Berlin Chen, Yao-Ming Yeh: Exploring the Use of Speech Features and Their Corresponding Distribution Characteristics for Robust Speech Recognition. IEEE Transactions on Audio, Speech & Language Processing 17(1): 84-94 (2009)

Yi-Ting Chen, Berlin Chen, Hsin-Min Wang: A Probabilistic Generative Framework for Extractive Broadcast News Speech Summarization. IEEE Transactions on Audio, Speech & Language Processing 17(1): 95-106 (2009)

Hung-Shin Lee, Berlin Chen: Generalized likelihood ratio discriminant analysis. ASRU 2009: 158-163

Hung-Shin Lee, Berlin Chen: Empirical error rate minimization based linear discriminant analysis. ICASSP 2009: 1801-1804

Berlin Chen: Latent topic modelling of word co-occurence information for spoken document retrieval. ICASSP 2009: 3961-3964

Shih-Hsiang Lin, Yueng-Tien Lo, Yao-Ming Yeh, Berlin Chen: Hybrids of supervised and unsupervised models for extractive speech summarization. INTERSPEECH 2009: 1507-1510

Shih-Hsiang Lin, Berlin Chen: Improved speech summarization with multiple-hypothesis representations and kullback-leibler divergence measures. INTERSPEECH 2009: 1847-1850

Kuan-Yu Chen, Berlin Chen: 主題語言模型於大詞彙連續語音辨識之研究 (On the Use of Topic Models for Large-Vocabulary Continuous Speech Recognition) [In Chinese]. ROCLING 2009

Hung-Shin Lee, Berlin Chen: 相似度比率式鑑別分析應用於大詞彙連續語音辨識 (Likelihood Ratio Based Discriminant Analysis for Large Vocabulary Continuous Speech Recognition) [In Chinese]. ROCLING 2009

Shih-Hung Liu, Fang-Hui Chu, Yueng-Tien Lo, Berlin Chen: Improved Minimum Phone Error based Discriminative Training of Acoustic Models for Mandarin Large Vocabulary Continuous Speech Recognition. IJCLCLP 13(3) (2008)

Berlin Chen, Yi-Ting Chen: Extractive spoken document summarization for information retrieval. Pattern Recognition Letters 29(4): 426-437 (2008)

Wei-Hau Chen, Shih-Hsiang Lin, Berlin Chen: Exploiting spatial-temporal feature distribution characteristics for robust speech recognition. INTERSPEECH 2008: 2004-2007

Hung-Shin Lee, Berlin Chen: Linear discriminant feature extraction using weighted classification confusion information. INTERSPEECH 2008: 2254-2257

Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen: Investigating the use of speech features and their corresponding distribution characteristics for robust speech recognition. ASRU 2007: 87-92

Yi-Ting Chen, Shih-Hsiang Lin, Hsin-Min Wang, Berlin Chen: Spoken document summarization using relevant information. ASRU 2007: 189-194

Shih-Hung Liu, Fang-Hui Chu, Shih-Hsiang Lin, Hung-Shin Lee, Berlin Chen: Training data selection for improving discriminative training of acoustic models. ASRU 2007: 284-289

Berlin Chen, Yi-Ting Chen: Word Topical Mixture Models for Extractive Spoken Document Summarization. ICME 2007: 52-55

Shih-Hung Liu, Fang-Hui Chu, Shih-Hsiang Lin, Berlin Chen: Investigating Data Selection for Minimum Phone Error Training of Acoustic Models. ICME 2007: 348-351

Shih-Hsiang Lin, Hung-Bin Chen, Yao-Ming Yeh, Berlin Chen: Improved Histogram Equalzaiton (HEQ) for Robust Speech Recogntion. ICME 2007: 2234-2237

Yi-Cheng Pan, Hung-lin Chang, Berlin Chen, Lin-Shan Lee: Subword-based position specific posterior lattices (s-PSPL) for indexing speech information. INTERSPEECH 2007: 318-321

Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen: Cluster-based polynomial-fit histogram equalization (CPHEQ) for robust speech recognition. INTERSPEECH 2007: 1054-1057

Yi-Ting Chen, Hsuan-Sheng Chiu, Hsin-Min Wang, Berlin Chen: A unified probabilistic generative framework for extractive spoken document summarization. INTERSPEECH 2007: 2805-2808

Shih-Hung Liu, Fang-Hui Chu, Berlin Chen: 改善以最小化音素錯誤為基礎的鑑別式聲學模型訓練於中文連續語音辨識之研究 (Improved Minimum Phone Error based Discriminative Training of Acoustic Models for Chinese Continuous Speech Reconigtion) [In Chinese]. ROCLING 2007

Jen-Wei Kuo, Shih-Hung Liu, Hsin-Min Wang, Berlin Chen: An Empirical Study of Word Error Minimization Approaches for Mandarin Large Vocabulary Continuous Speech Recognition. IJCLCLP 11(3) (2006)

Berlin Chen: Voice retrieval of Mandarin broadcast news speech. IJPRAI 20(1): 91-109 (2006)

Berlin Chen: Exploring the use of latent topical information for statistical Chinese spoken document retrieval. Pattern Recognition Letters 27(1): 9-18 (2006)

Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen: Exploiting polynomial-fit histogram equalization and temporal average for robust speech recognition. INTERSPEECH 2006

Jia-Yu Chen, Chia-Yu Wan, Yi Chen, Berlin Chen, Lin-Shan Lee: Minimum Phone Error (MPE) Model and Feature Training on Mandarin Broadcast News Task. ISCSLP 2006: 270-281

Tzan-Hwei Chen, Berlin Chen, Hsin-Min Wang: On Using Entropy Information to Improve Posterior Probability-Based Confidence Measures. ISCSLP 2006: 454-463

Yi-Ting Chen, Suhan Yu, Hsin-Min Wang, Berlin Chen: Extractive Chinese Spoken Document Summarization Using Probabilistic Ranking Models. ISCSLP 2006: 660-671

Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen: 統計圖等化法於雜訊語音辨識之進一步研究 (An Improved Histogram Equalization Approach for Robust Speech Recognition) [In Chinese]. ROCLING 2006

Berlin Chen: Dynamic language model adaptation using latent topical information and automatic transcripts. ICME 2005: 97-100

Berlin Chen, Yi-Ting Chen, Chih-Hao Chang, Hung-Bin Chen: Speech retrieval of Mandarin broadcast news via mobile devices. INTERSPEECH 2005: 109-112

Te-Hsuan Li, Ming-Han Lee, Berlin Chen, Lin-Shan Lee: Hierarchical topic organization and visual presentation of spoken documents using probabilistic latent semantic analysis (PLSA) for efficient retrieval/browsing applications. INTERSPEECH 2005: 625-628

Jen-Wei Kuo, Berlin Chen: Minimum word error based discriminative training of language models. INTERSPEECH 2005: 1277-1280

Jen-Wen Kuo, Shih-Hung Liu, Berlin Chen: 風險最小化準則在中文大詞彙連續語音辨識之研究 (Risk Minimization Criterion for Mandarin Large Vocabulary Continuous Speech Recognition) [In Chinese]. ROCLING 2005

Helen M. Meng, Berlin Chen, Sanjeev Khudanpur, Gina-Anne Levow, Wai Kit Lo, Douglas W. Oard, Patrick Schone, Karen Tang, Hsin-Min Wang, Jianqiang Wang: Mandarin-English Information (MEI): investigating translingual speech retrieval. Computer Speech & Language 18(2): 163-179 (2004)

Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: A discriminative HMM/N-gram-based retrieval approach for mandarin spoken documents. ACM Trans. Asian Lang. Inf. Process. 3(2): 128-145 (2004)

Jen-Wei Kuo, Yao-Min Huang, Berlin Chen, Hsin-Min Wang: Statistical Chinese spoken document retrieval using latent topical information. INTERSPEECH 2004

Jen-Wei Kuo, Wen-Hung Tsai, Berlin Chen: 非監督式學習於中文電視新聞自動轉寫之初步應用 (Unsupervised Learning for Chinese Broadcast News Transcription) [In Chinese]. ROCLING 2004

Bor-Shen Lin, Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: A hierarchical tag-graph search scheme with layered grammar rules for spontaneous speech understanding. Pattern Recognition Letters 23(7): 819-83 (2002)

Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: Discriminating capabilities of syllable-based features and approaches of utilizing them for voice retrieval of speech information in Mandarin Chinese. IEEE Transactions on Speech and Audio Processing 10(5): 303-314 (2002)

Chun-Jen Wang, Berlin Chen, Lin-Shan Lee: Improved Chinese spoken document retrieval with hybrid modeling and data-driven indexing features. INTERSPEECH 2002

Hsin-Min Wang, Berlin Chen: Content-based Language Models for Spoken Document Retrieval. Int. J. Comput. Proc. Oriental Lang. 14(2): 193-209 (2001)

Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: Improved spoken document retrieval by exploring extra acoustic and linguistic cues. INTERSPEECH 2001: 299-302

Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: An HMM/n-gram-based linguistic processing approach for Mandarin spoken document retrieval. INTERSPEECH 2001: 1045-1048

Hsin-Min Wang, Berlin Chen: Comparison of Word and Subword Indexing Techniques for Mandarin Chinese Spoken Document Retrieval. IEEE Pacific Rim Conference on Multimedia 2001: 606-613

Hsin-Min Wang, Yu-Hsueh Chou, Berlin Chen: Browsing the Chinese Web Pages Using Mandarin Speech. Int. J. Comput. Proc. Oriental Lang. 13(1): 35-51 (2000)

Bo-Ren Bai, Berlin Chen, Hsin-Min Wang: Syllable-Based Chinese Text/Spoken Document Retrieval Using Text/Speech Queries. IJPRAI 14(5): 603-616 (2000)

Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: Retrieval of mandarin broadcast news using spoken queries. INTERSPEECH 2000: 520-523

Hsin-Min Wang, Berlin Chen: Content-based language models for spoken document retrieval. IRAL 2000: 149-155

Berlin Chen, Hsin-Min Wang, Lee-Feng Chien, Lin-Shan Lee: A*-admissible key-phrase spotting with sub-syllable level utterance verification. ICSLP 1998

Bor-Shen Lin, Berlin Chen, Hsin-Min Wang, Lin-Shan Lee: Hierarchical tag-graph search for spontaneous speech understanding in spoken dialog systems. ICSLP 1998

Hsin-Min Wang, Bor-Shen Lin, Berlin Chen, Bo-Ren Bai: Towards a Mandarin voice memo system. ICSLP 1998