Some recent publications are listed below. A complete list of research articles can be found here.
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• Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen, "A hierarchical context-aware modeling approach for multi-aspect, multi-granular pronunciation assessment," the 24st Annual Conference of the International Speech Communication Association (Interspeech 2023), Dublin, Ireland, August 20-24, 2023.
• Bi-Cheng Yan, Hsin-Wei
Wang, Yi-Cheng Wang, Berlin Chen, "Effective graph-based
modeling of articulation traits for mispronunciation detection and
diagnosis," the 48th IEEE International Conference on Acoustics,
Speech, and Signal Processing (ICASSP 2023), Greek, June 4-10, 2023.
(Oral)
• S.-H. Hung, Z.-R. Ye, C.-F. Cheng, B. Chen, M.-K. Tsai, "Enhanced predictions for the experimental photophysical data using the featurized schnet-base approach," Journal of Chemical Theory and Computation, 2023. (Accepted) 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," IEEE Spoken Language Technology Workshop (SLT 2022), Doha, Qatar, January 9-12, 2023. • Bi-Cheng Yan , Hsin-Wei Wang, Berlin Chen, "PEPPANET: Effective mispronunciation detection and diagnosis leveraging phonetic, phonological, and acoustic cues," IEEE Spoken Language Technology Workshop (SLT 2022), Doha, Qatar, January 9-12, 2023. (Best Paper Honorable Mention) • Zong-Rong Ye, Sheng-Hsuan Hung, Berlin Chen, Ming-Kang Tsai, "Assessment of predicting frontier orbital energies for small organic molecules using knowledge-based and structural information," ACS Engineering Au, Vol. 2, No. 4, 360–368, 2022. (Featured on Journal Cover) • Fu-An Chao, Jeih-weih Hung, Tommy Sheu, Berlin Chen*, "A time-reversal enhancement network with cross-domain information for noise-robust speech recognition," IEEE Multimedia, Vol. 29, No. 1, pp. 114-124, January-March 2022.
• Bi-Cheng Yan, Hsin-Wei
Wang, Shih-Hsuan Chiu, Hsuan-Sheng Chiu, Berlin Chen, "Effective
cross-utterance language modeling for conversational speech
recognition," IEEE World Congress on Computational Intelligence
and International Joint Conference on Neural Networks (WCCI
2022-IJCNN 2022), Padua, Italy, 18-23 July, 2022. (Oral)
• 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," IEEE International Conference on Multimedia & Expo (ICME 2022), Taipei, Taiwan, July 18-22, 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," the 47th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2022), Singapore, May 22-27, 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," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2021), Cartagena, Colombia, December 13-17, 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," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2021), Cartagena, Colombia, December 13-17, 2021.
• Bi-Cheng Yan, Berlin
Chen, "End-to-end mispronunciation detection and diagnosis from
raw waveforms," the 29th European Signal Processing Conference (EUSIPCO
2021), Virtual Conference Event, August 23-27, 2021. (Oral)
• Shih-Hsuan Chiu, Tien-Hong Lo and Berlin Chen, "Cross-sentence neural language models for conversational speech recognition," International Joint Conference on Neural Networks (IJCNN 2021), Virtual Conference Event, July 18-22, 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," IEEE International Conference on Multimedia & Expo (ICME
2021), Virtual Conference Event, July 5-9, 2021. (Oral)
• Fu-An Chao, Tien-Hong Lo, Shi-Yan Weng, Shih-Hsuan Chiu, Yao-Ting Sung, Berlin Chen, "The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020," International Journal of Computational Linguistics and Chinese Language Processing. Vol. 26, No. 1, pp. 1-16, June 2021. (the Best System for Track 3 of Formosa Speech Recognition Challenge 2020) • Shih-Hsuan Chiu, Berlin Chen, "Innovative BERT-based reranking language models for speech recognition," IEEE Workshop on Spoken Language Technology (SLT 2021), Virtual Conference Event, January 19-22, 2021. • Shi-Yan Weng, Tien-Hong Lo, Berlin Chen, "An effective contextual language modeling framework for speech summarization with augmented features," the 28th European Signal Processing Conference (EUSIPCO 2020), Amsterdam, Netherlands, January 18-22, 2021. • Yu-Te Wu, Berlin Chen, Li Su, "Multi-instrument automatic music transcription with self-attention-based instance segmentation," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 28, pp. 2796-2809, October 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," the 21st Annual Conference of the International Speech Communication Association (Interspeech 2020), Shanghai, China, October 25-29, 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," the 21st Annual Conference of the International Speech Communication Association (Interspeech 2020), Shanghai, China, October 25-29, 2020. • Tien-Hong Lo, Shi-Yan Weng, Hsiu-Jui Chang, Berlin Chen, "An effective end-to-end modeling approach for mispronunciation detection," the 21st Annual Conference of the International Speech Communication Association (Interspeech 2020), Shanghai, China, October 25-29, 2020. • Shao-Wei Fan-Jiang, Tien-Hong Lo, Berlin Chen, "Spoken document retrieval leveraging BERT-based modeling and query reformulation," the 45th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2020), Barcelona, Spain, May 4-8, 2020. • Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen*, "Enhanced language modeling with proximity and sentence relatedness information for extractive broadcast news summarization," ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 19, No. 3, Article 46: 1-19, February 2020. • Xiaofei Lu, Berlin Chen (Eds.), Computational and Corpus Approaches to Chinese Language Learning (ISBN: 978-981-13-3570-9), Singapore: Springer, April 2019. (Book Review) • Xiaofei Lu, Berlin Chen, "Computational and corpus approaches to Chinese language learning: An introduction," Chapter 1 of the book "Computational and Corpus Approaches to Chinese Language Learning (ISBN: 978-981-13-3570-9)," pp. 3-11, Singapore: Springer, April 2019. • Berlin Chen*, Yao-Chi Hsu, "Mandarin Chinese mispronunciation detection and diagnosis leveraging deep neural network based acoustic modeling and training techniques," Chapter 11 of the book "Computational and Corpus Approaches to Chinese Language Learning (ISBN: 978-981-13-3570-9)," pp. 217-234, Singapore: Springer, April 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," Natural Language Engineering, Vol 25, No. 3, pp. 331-361, May 2019. • Hsiao-Yun Lin, Tien-Hong Lo, Berlin Chen, "Enhanced BERT-based ranking models for spoken document retrieval," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2019), Sentosa, Singapore, December 14-18, 2019. • Hou-Chiang Tseng, Hsueh-Chih Chen, Kuo-En Chang, Yao-Ting Sung and Berlin Chen, "An innovative BERT-based readability model," International Conference of Innovative Technologies and Learning (ICITL 2019), Tromso, Norway, December 2-5, 2019. • Tien-Hong Lo, Berlin Chen, "Semi-supervised training of acoustic models leveraging knowledge transferred from out-of-domain data," 2019 APSIPA Annual Summit and Conference (APSIPA ASC 2019), Lanzhou, China, November 18-21, 2019.
• Yu-Te Wu, Berlin Chen,
Li Su, "Polyphonic music transcription with semantic segmentation,"
the 44th IEEE International Conference on Acoustics, Speech, and
Signal Processing (ICASSP 2019), Brighton, United Kingdom, May
12-17, 2019. (Oral)
• Tzu-En Liu, Shih-Hung
Liu, Berlin Chen, "A hierarchical neural summarization
framework for spoken documents," the 44th IEEE International
Conference on Acoustics, Speech, and Signal Processing (ICASSP
2019), Brighton, United Kingdom, May 12-17, 2019. (Oral)
• Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, "An information distillation framework for extractive summarization," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 26, No. 1, pp. 161-170, January 2018. • Yu-Te Wu, Berlin Chen, Li Su, "Automatic music transcription leveraging generalized cepstral features and deep learning," the 43nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Alberta, Canada, April 15-20, 2018. • Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, "Essence vector-based query modeling for spoken document retrieval," the 43nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2018), Calgary, Alberta, Canada, April 15-20, 2018. • Shih-Hung Liu, Kuan-Yu Chen, Yu-Lun Hsieh, Berlin Chen*, Hsin-Min Wang, Hsu-Chun Yen, Wen-Lian Hsu, "A position-aware language modeling framework for extractive broadcast news speech summarization," ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 16, No. 4, Article 27:1-13, August 2017. • Tien-Hong Lo, Ying-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen, "Neural relevance-aware query modeling for spoken document retrieval," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2017), Okinawa, Japan, December 16-20, 2017. • Chin-Hong Shih, Bi-Cheng Yan, Shih-Hung Liu, Berlin Chen, "Investigating Siamese LSTM networks for text categorization," 2017 APSIPA Annual Summit and Conference (APSIPA ASC 2017), Kuala Lumpur, Malaysia, December 12-15, 2017.
• Bi-Cheng Yan, Chin-Hong
Shih, Shih-Hung Liu, Berlin Chen, "Exploring
low-dimensional structures of modulation spectra for robust speech
recognition," the 18th Annual Conference of the International
Speech Communication Association (Interspeech 2017), Stockholm,
Sweden, August 20-24, 2017. (Oral)
• Ying-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen, "Exploring the use of significant words language modeling for spoken document retrieval," the 18th Annual Conference of the International Speech Communication Association (Interspeech 2017), Stockholm, Sweden, August 20-24, 2017.
• Ming-Han Yang, Hung-Shin
Lee, Yu-Ding Lu, Kuan-Yu Chen,Yu Tsao, Berlin Chen, Hsin-Min
Wang, "Discriminative autoencoders for acoustic modeling,"
the 18th Annual Conference of the International
Speech Communication Association (Interspeech 2017), Stockholm,
Sweden, August 20-24, 2017. (Oral)
• Bi-Cheng Yan, Chin-Hong
Shih, Shih-Hung Liu, Berlin Chen, "Enhancing feature
modulation spectra with dictionary learning approaches for robust
speech recognition," the IEEE International Conference on Multimedia
& Expo (ICME 2017), Hong Kong, July 10-14, 2017. (Oral)
• Kuan-Yu Chen, Shih-Hung
Liu, Berlin Chen, Hsin-Min Wang, "A
locality-preserving essence vector modeling framework for spoken
document retrieval," the
42nd IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2017), New Orleans, USA,
March 5-9, 2017.
• Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen, Hsin-Min Wang, Wen-Lian Hsu, "Leveraging manifold learning for extractive broadcast news summarization," the 42nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2017), New Orleans, USA, March 5-9, 2017. • Jeih-weih Hung, Hsin-Ju Hsieh, Berlin Chen, "Robust speech recognition via enhancing the complex-valued acoustic spectrum in modulation domain," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 24, No. 2, pp. 236-251, February 2016. • Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen*, Hsin-Min Wang, Hsin-Hsi Chen, "Exploring the use of unsupervised query modeling techniques for speech recognition and summarization," Speech Communication, Vol. 80, pp. 49-59, June 2016. • Hsien-sheng Hsiao, Cheng-Sian Chang, Chiou-Yan Lin, Berlin Chen, Chia-Hou Wu, "The development and evaluation of listening and speaking diagnosis and remedial teaching system," British Journal of Educational Technology, Vol. 47, No. 2, pp. 372-389, March 2016. • Chun-I Tsai, Hsiao-Tsung Hung, Kuan-Yu Chen, Berlin Chen, "Extractive speech summarization leveraging convolutional neural network techniques," IEEE Workshop on Spoken Language Technology (SLT 2016), San Diego, California, USA, December 13-16 , 2016. • Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen and Hsin-Min Wang, "Learning to distill: the essence vector modeling framework," the 26th International Conference on Computational Linguistics (COLING 2016), Osaka, Japan, December 13-16, 2016.
• Shih-Hung Liu, Kuan-Yu
Chen, Yu-Lun Hsieh, Berlin Chen, Hsin-Min Wang, Hsu-Chun Yen,
Wen-Lian Hsu, "Graph regularized nonnegative matrix factorization
for extractive speech summarization," 2016 APSIPA Annual Summit and
Conference (APSIPA ASC 2016), Jeju Island, Korea, December 13-16,
2016.
• Kuan-Yu Chen, Shih-Hung
Liu, Berlin Chen and Hsin-Min Wang, "A novel paragraph
embedding method for spoken document summarization," 2016 APSIPA
Annual Summit and Conference (APSIPA ASC 2016), Jeju Island, Korea,
December 13-16, 2016.
• Hsin-Ju Hsieh, Berlin
Chen and Jeih-weih Hung, "Employing median filtering to enhance
the complex-valued acoustic spectrograms in modulation domain for
noise-robust speech recognition" the 10th International Symposium on
Chinese Spoken Language Processing (ISCSLP 2016), Tianjin, China,
October 17-20, 2016.
• Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, Hsin-Hsi Chen, "Novel word embedding and translation-based language modeling for extractive speech summarization," 2016 ACM International Conference on Multimedia, Amsterdam, The Netherlands, October 5-19, 2016. (Short Paper) • Yao-Chi Hsu, Ming-Han Yang, Hsiao-Tsung Hung, Berlin Chen, "Mispronunciation detection leveraging maximum performance criterion training of acoustic models and decision functions," the 17th Annual Conference of the International Speech Communication Association (Interspeech 2016), San Francisco, USA, September 8-12, 2016. • Shih-Hung Liu, Kuan-Yu Chen, Yu-Lun Hsieh, Berlin Chen, Hsin-Min Wang, Hsu-Chun Yen and Wen-Lian Hsu, "Exploring word mover’s distance and semantic-aware embedding techniques for extractive broadcast news summarization," the 17th Annual Conference of the International Speech Communication Association (Interspeech 2016), San Francisco, USA, September 8-12, 2016.
•
Kuan-Yu Chen, Shih-Hung Liu, Berlin
Chen, Hsin-Min Wang, "Improved spoken document summarization
with coverage modeling techniques," the 41st IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2016), Shanghai, China, March 20-25, 2016.
• Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen*, Hsin-Min Wang, Ea-Ee Jan, Wen-Lian Hsu and Hsin-Hsi Chen, "Extractive broadcast news summarization leveraging recurrent neural network language modeling techniques," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 23, No. 8, pp. 1322-1334, August 2015. • Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen*, Hsin-Min Wang, Hsu-Chun Yen, Wen-Lian Hsu, "Combining relevance language modeling and clarity measure for extractive speech summarization," IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 23, No. 6, pp. 957-969, June 2015. • Hsin-Ju Hsieh, Berlin Chen*, Jeih-weih Hung, "Histogram equalization of contextual statistics of speech features for robust speech recognition," Multimedia Tools and Applications, Vol. 74, No. 17, pp. 6769-6795, 2015.
•
Shih-Hung Liu,
Hung-Shin Lee,
Hsiao-Tsung Hung, Kuan-Yu Chen, Berlin Chen, Hsin-Min
Wang, Hsu-Chun Yen, Wen-Lian Hsu,
"Incorporating proximity information in relevance language
modeling for extractive speech summarization," 2015 APSIPA Annual
Summit and Conference (APSIPA ASC 2015), Hong Kong, December 16-19, 2015.
•
Hsin-Ju Hsieh, Berlin Chen and Jeih-weih Hung,
"Enhancing the complex-valued acoustic spectrograms in
modulation domain for creating noise-robust features in speech
recognition," 2015 APSIPA Annual
Summit and Conference (APSIPA ASC 2015), Hong Kong, December 16-19, 2015.
• Kuan-Yu Chen, Kai-Wun Shih, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, "Incorporating paragraph embeddings and density peaks clustering for spoken document summarization," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2015), Scottsdale, Arizona, USA, December 13-17, 2015.
•
Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen, Hsin-Min Wang,
Hsu-Chun Yen, Wen-Lian Hsu, “Positional language modeling for
extractive broadcast news speech summarization," the 16th
Annual
Conference of the International Speech Communication Association (Interspeech
2015), Dresden, Germany, September 6-10, 2015.
• Kuan-Yu Chen, Shih-Hung Liu, Hsin-Min Wang, Berlin Chen, Hsin-His Chen, “Leveraging word embeddings for spoken document summarization," the 16th Annual Conference of the International Speech Communication Association (Interspeech 2015), Dresden, Germany, September 6-10, 2015. • Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen, Hsin-His Chen, "I-vector based language modeling for query representation," the 40th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2015), Brisbane, Australia, April 19-24, 2015. • Hsuan-Sheng Chiu, Kuan-Yu Chen, Berlin Chen*, "Leveraging topical and positional cues for language modeling in speech recognition," Multimedia Tools and Applications, Vol. 72, No. 2, pp. 1465-1481, September 2014. • Berlin Chen*, Yi-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Kuen-Tyng Yu, "Enhancing query formulation for spoken document retrieval," Special Issue on Emerging Technologies and Applications of Artificial Intelligence, Journal of Information Science and Engineering, Vol. 30 No. 3, pp. 553-569, May 2014. • Hsin-Ju Hsieh, Berlin Chen and Jeih-weih Hung, "Spatial histogram equalization of complex-valued acoustic spectra in modulation domain for noise-robust speech recognition," 2014 APSIPA Annual Summit and Conference (APSIPA ASC 2014), Siem Reap, city of Angkor Wat, Cambodia, December 9-12, 2014. • Shih-Hung Liu, Kuan-Yu Chen, Berlin Chen, Ea-Ee Jan, Hsin-Min Wang, Hsu-Chun Yen, Wen-Lian Hsu, "A margin-based discriminative modeling approach for extractive speech summarization," 2014 APSIPA Annual Summit and Conference (APSIPA ASC 2014), Siem Reap, city of Angkor Wat, Cambodia, December 9-12, 2014. • Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, Wen-Lian Hsu, Hsin-Hsi Chen, Ea-Ee Jan, "Leveraging effective query modeling techniques for speech recognition and summarization," the Conference on Empirical Methods on Natural Language Processing (EMNLP 2014), October 25-29, Doha, Qatar, 2014. (Short Paper) • Yu-Chen Kao, Yi-Ting Wang, Berlin Chen, "Effective modulation spectrum factorization for robust speech recognition," the 15th Annual Conference of the International Speech Communication Association (Interspeech 2014), Singapore, September 14-18, 2014.
•
Shih-Hung Liu, Kuan-Yu Chen, Yu-Lun Hsieh, Berlin Chen, Hsin-Min
Wang, Hsu-Chun Yen, Wen-Lian Hsu, "Enhanced
language modeling for extractive speech summarization with sentence
relatedness information,"
the 15th Annual Conference of the
International Speech Communication Association (Interspeech 2014),
Singapore, September 14-18, 2014.
• Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Hsin-Min Wang, Wen-Lian Hsu and Hsin-Hsi Chen, "A recurrent neural network language modeling framework for extractive speech summarization," the IEEE International Conference on Multimedia & Expo (ICME 2014), Chengdu, China, July 14-18, 2014. (Full Paper) • Shih-Hung Liu, Kuan-Yu Chen, Yu-Lun Hsieh, Berlin Chen, Hsin-Min Wang, Hsu-Chun Yen, Wen-Lian Hsu, "Effective pseudo-relevance feedback for language modeling in extractive speech summarization," the 39th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2014), Florence, Italy, May 4-9, 2014. • Berlin Chen*, Kuan-Yu Chen, "Leveraging relevance cues for language modeling in speech recognition," Information Processing & Management, Vol. 49, No. 4, pp. 807-816, July 2013. • Berlin Chen*, Shih-Hsiang Lin, Yu-Mei Chang, Jia-Wen Liu, "Extractive speech summarization using evaluation metric-related training criteria," Information Processing & Management, Vol. 49, No. 1, pp. 1-12, January 2013. • Berlin Chen, Yi-Wen Chen, Kuan-Yu Chen, Ea-Ee Jan, "Effective pseudo-relevance feedback for language modeling in speech recognition," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2013), Olomouc, Czech Republic, December 8-12, 2013.
• Yi-Wen
Chen, Bo-Han Hao, Kuan-Yu Chen, Berlin Chen,
"Incorporating proximity information for relevance language modeling
in speech recognition," the 14th Annual Conference of the
International Speech Communication Association (Interspeech 2013), Lyon,
France, August 25-29, 2013.
• Yu-Chen Kao, Berlin Chen, "Distribution-based feature normalization for robust speech recognition leveraging context and dynamics cues," the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), Lyon, France, August 25-29, 2013. • Hsin-Ju Hsieh, Berlin Chen, Jeih-weih Hung, "Histogram equalization of real and imaginary modulation spectra for noise-robust speech recognition," the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), Lyon, France, August 25-29, 2013. • Berlin Chen, Hao-Chin Chang, Kuan-Yu Chen, "Sentence modeling for extractive speech summarization," the IEEE International Conference on Multimedia & Expo (ICME 2013), San Jose, California, USA, July 15-19, 2013. (Full Paper) • Yi-Wen Chen, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen, "Effective pseudo-relevance feedback for spoken document retrieval," the 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2013), Vancouver, Canada, May 26-31, 2013. • Berlin Chen*, Kuan-Yu Chen, Pei-Ning Chen, Yi-Wen Chen, "Spoken document retrieval with unsupervised query modeling techniques," IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 9, pp. 2602-2612, November 2012. • Berlin Chen*, Shih-Hsiang Lin, "A risk-aware modeling framework for speech summarization," IEEE Transactions on Audio, Speech and Language Processing, Vol. 20, No. 1, pp. 199-210, January 2012. • Yueng-Tien Lo, Shih-Hsiang Lin, Berlin Chen, "Constructing effective ranking models for speech summarization," the 37th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012), Kyoto, Japan, March 25 - 30, 2012. • Kuan-Yu Chen, Hao-Chin Chang, Berlin Chen, Hsin-Min Wang, "Word relevance modeling for speech recognition," the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), Portland, Oregon, USA, September 9-13, 2012. • Hsin-Ju Hsieh, Jeih-weih Hung, Berlin Chen, "Exploring joint equalization of spatial-temporal contextual statistics of speech features for robust speech recognition," the 13th Annual Conference of the International Speech Communication Association (Interspeech 2012), Portland, Oregon, USA, September 9-13, 2012. • Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen*, “Leveraging Kullback-Leibler divergence measures and information-rich cues for speech summarization,” IEEE Transactions on Audio, Speech and Language Processing, Vol. 19, No. 4, pp. 871-882, May 2011. • Berlin Chen*, Wei-Hau Chen, Shih-Hsiang Lin, Wen-Yi Chu, "Robust speech recognition using spatial–temporal feature distribution characteristics," Pattern Recognition Letters, Vol. 32, No. 7, pp. 919-926, 1 May 2011. • Berlin Chen*, Shih-Hsiang Lin, "Distribution-based feature compensation for robust speech recognition," Chapter 10 (pp. 155-168) of the book "Recent Advances in Robust Speech Recognition Technology," edited by J. Ramírez and J. M. Górriz, Bentham Science Publishers, 2011. (DOI:10.2174/97816080517241110101) • Berlin Chen, Pei-Ning Chen, Kuan-Yu Chen, "Query modeling for spoken document retrieval," IEEE workshop on Automatic Speech Recognition and Understanding (ASRU 2011), Hawaii, USA, December 11-15, 2011.
•
Wen-Yi Chu, Jeih-weih Hung, Berlin Chen, "Modulation
spectrum factorization for robust speech recognition,"
2011 APSIPA Annual
Summit and Conference (APSIPA ASC 2011), Xian, China, October 18-21, 2011.
• Pei-Ning Chen, Kuan-Yu Chen, Berlin Chen, "Leveraging relevance cues for improved spoken document retrieval," the 12th Annual Conference of the International Speech Communication Association (Interspeech 2011), Florence, Italy, August 28-31, 2011. • Berlin Chen, Jia-Wen Liu, "Discriminative language modeling for speech recognition with relevance information," the IEEE International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain, July 11-15, 2011. (Regular Paper) • Kuan-Yu Chen, Berlin Chen, "Relevance language modeling for speech recognition," the 36th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2011), Prague, Czech Republic, May 22-27, 2011.
•
Shih-Hsiang Lin, Ea-Ee
Jan, Berlin
Chen, "Handling
verbose queries for spoken document retrieval," the 36th IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP 2011), Prague, Czech
Republic,
May 22-27, 2011.
•
Shih-Hsiang Lin,
Berlin Chen, "A
risk minimization framework for extractive speech summarization,"
the 48th Annual Meeting of the Association for
Computational Linguistics (ACL 2010), pp. 79-87, Uppsala, Sweden,
July 11-16, 2010. (Long Paper)
• Kuan-Yu Chen, Hsuan-Sheng Chiu, Berlin Chen, "Latent topic modeling of word vicinity information for speech recognition," the 35th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2010), pp. 5394-5397, Dallas, Texas, USA, March 14-19, 2010. |
