|
-
International Journal Papers:
• 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.
•
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.
•
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.
•
Tzu-En Liu, Shih-Hung Liu, Kuo-Wei Chang, and Berlin Chen, "Spoken document
summarization using end-to-end modeling techniques," International Journal
of Computational Linguistics and Chinese Language Processing, Vol. 25, No.
1, June 2020. (in Chinese).
• 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.
•
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.
•
Hsiu-Jui Chang,
Wei-Cheng Chao, Tien-Hong Lo, Berlin Chen, "An investigation of hybrid CTC-attention
modeling in Mandarin speech recognition,"
International Journal of Computational Linguistics and Chinese Language
Processing, Vol. 24, No. 1, pp. 39-50, June 2019. (In Chinese)
• 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.
•
Tien-Hong Lo and Berlin Chen, "Leveraging
discriminative training and model combination for semi-supervised speech
recognition," International Journal of Computational Linguistics and Chinese
Language Processing, Vol. 23, No. 2, pp. 19-34, December 2018. (in Chinese)
•
Wei-Cheng Chao, Hsiu-Jui
Chang, Tien-Hong Lo, Berlin Chen, "Leveraging discriminative training and
improved neural network architecture and optimization method," International
Journal of Computational Linguistics and Chinese Language Processing, Vol.
23, No. 2, pp. 35-46, December 2018. (in Chinese)
•
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.
•
Yao-Chi Hsu, Ming-Han Yang, Hsiao-Tsung Hung, Yi-Ju Lin, Kuan-Yu
Chen and Berlin Chen, "Evaluation metric-related optimization methods for
Mandarin mispronunciation detection," International Journal of Computational
Linguistics and Chinese Language Processing, Vol. 21, No. 2, pp. 55-70,
December 2016. (in Chinese)
•
Bi-Cheng Yan, Chin-Hong Shih, Shih-Hung Liu and Berlin Chen, "The
use of dictionary learning approach for robustness speech recognition,"
International Journal of Computational Linguistics and Chinese Language
Processing, Vol. 21, No. 2, pp. 35-54, December 2016. (in Chinese)
•
Ming-Han Yang, Yao-Chi Hsu, Hsiao-Tsung Hung, Ying-Wen Chen, Kuan-Yu
Chen, and Berlin Chen, "Leveraging multi-task learning with neural network
based acoustic modeling for improved meeting speech recognition,"
International Journal of Computational Linguistics and Chinese Language
Processing, Vol. 21, No. 2, pp. 85-104, December 2016. (in Chinese)
•
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.
•
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, 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.
•
Ting-Hao
Chang, Hsiao-Tsung Hung, Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen*,
"Investigating modulation spectrum factorization techniques for robust
speech recognition," International Journal of Computational
Linguistics and Chinese Language Processing,
Vol. 20, No. 2,
pp.
87-106, December 2015. (in Chinese)
•
Kai-Wun
Shih, Kuan-Yu Chen, Shih-Hung Liu, Hsin-Min Wang, Berlin Chen*, "Extractive
spoken document summarization with representation learning techniques," International Journal of Computational Linguistics and Chinese
Language Processing, Vol.
20, No. 2,
pp.
65-86, December 2015. (in Chinese)
•
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,"
to appear in
British Journal of
Educational Technology.
•
Po-Han Hao, Ssu-Cheng Chen*, Berlin Chen*,
"Exploring concept information for
Mandarin large vocabulary continuous speech recognition," International Journal of Computational Linguistics and Chinese
Language Processing,
Vol. 19, No. 4, pp. 47-60, December 2014. (in
Chinese)
•
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.
•
Hsuan-Sheng Chiu, Kuan-Yu Chen,
Berlin Chen*,
"Leveraging
topical and positional cues for language modeling in speech recognition,"
Multimedia Tools and Applications, Published online: 19 April 2013.
•
Berlin Chen*, Kuan-Yu Chen, "Leveraging relevance cues
for language modeling in speech recognition," Information Processing & Management,
Vol. 49, No. 4, pp. 807-816, 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, 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, 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, 2012.
• Kuan-Yu Chen, Hsin-min
Wang, Berlin Chen*,
"Spoken document retrieval leveraging
unsupervised and supervised topic modeling techniques," Special
Section: Recent Advances in Multimedia Signal Processing Techniques
and Applications, IEICE Transactions on
Information and Systems, Vol. E95-D, No.5, pp. 1195-1205, May 2012.
•
Hsin-Ju
Hsieh*,
Jeih-weih Hung, Berlin
Chen,
"Speech recognition Leveraging
histogram equalization methods,"
International Journal of Computational Linguistics and Chinese
Language Processing. Vol.
17, No. 4, pp. 69-84, November 2012. (in
Chinese)
•
Shih-Hsiang Lin*,
Berlin Chen,
"A comparative study of methods for
topic modeling in spoken document retrieval,"
International Journal of Computational Linguistics and Chinese
Language Processing,
Vol. 17, No. 1, pp. 65-86, March 2012.
• 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.
• 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*,
Shih-Hung Liu, Fang-Hui Chu,
"Training data selection for
improving discriminative training of acoustic models,"
Pattern Recognition Letters, Vol. 30, No. 13, pp. 1228-1235, October
2009.
• Berlin Chen*, “Word
topic models for spoken document retrieval and transcription,”
ACM Transactions on Asian Language Information Processing, Vol. 8, No.1, pp.
2:1-2:27, March 2009.
• Shih-Hsiang Lin, Berlin Chen*, Hsin-Min Wang, “A
comparative study of probabilistic ranking models for Chinese spoken
document summarization,” ACM Transactions on Asian Language
Information Processing, Vol. 8, No.1, pp. 3:1-3:23, March 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 and Language Processing, Vol. 17. No.1,
pp. 84-94, January 2009.
• Yi-Ting Chen, Berlin Chen*, Hsin-Min Wang, “A
probabilistic generative framework for extractive broadcast news speech
summarization," IEEE Transactions
on Audio, Speech and Language Processing, Vol. 17. No.1, pp. 95-106, January
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,” International
Journal of Computational Linguistics & Chinese Language Processing, Vol. 13.
No. 3, pp. 327-342, September 2008.
• Berlin Chen*, Yi-Ting Chen, "Extractive Spoken
Document Summarization for Information Retrieval," Pattern
Recognition Letters, Vol. 29, No. 4, pp. 426-437, 1 March 2008.
• Shih-Hsiang Lin, Yao-Ming Yeh,
Berlin Chen, "A
Comparative Study of Histogram Equalization (HEQ) for Robust Speech
Recognition," International Journal of
Computational Linguistics and Chinese Language
Processing, Vol. 12, No. 2, pp. 217-238, June 2007.
•
Jen-Wei Kuo, Shih-Hung Liu, Hsin-min Wang, Berlin Chen, "An
Empirical Study of Word Error Minimization Approaches for Mandarin Large
Vocabulary Speech Recognition,"
International Journal of Computational Linguistics and
Chinese Language Processing, Vol. 11, No. 3, pp 201-222, September
2006.
•
Berlin Chen*, "Voice
Retrieval of Mandarin Broadcast News Speech,"
International Journal of Pattern Recognition and Artificial Intelligence,
Vol. 20, No. 1, pp. 91-109,
February 2006.
•
Berlin Chen*,
“Exploring the Use
of Latent Topical Information for Statistical Chinese Spoken Document
Retrieval,”
Pattern Recognition Letters, Vol. 27, Issue 1,
pp. 9-18, January 2006.
•
Y.T. Yen, B. Chen, H.W. Chiu, Y.C. Lee, Y.C. Li, C.Y.
Hsu, "Developing
a NLP and IR-Based Algorithm for Analyzing Gene-disease Relationship,"
Methods of Information in Medicine, Vol. 45, Issue 3, pp. 321-329,
2006.
•
Lin-shan Lee and
Berlin Chen, “Spoken
Document Understanding and Organization,”
IEEE Signal Processing Magazine, Vol. 22, No. 5, pp.
42-60, Sept. 2005.
•
Hsin-min Wang, Berlin Chen, Jen-Wei Kuo and Shih-Sian
Cheng, "MATBN:
A Mandarin Chinese Broadcast News Corpus,"
International Journal of
Computational Linguistics and Chinese Language Processing,
Vol. 10, No. 2, pp. 219-236, June 2005.
•
Berlin Chen*, Jen-Wei Kuo, Wen-Hung
Tsai, "Lightly
Supervised and Data-Driven Approaches to Mandarin Broadcast News
Transcription,"
International Journal of Computational Linguistics and
Chinese Language Processing, Vol. 10, No. 1, pp. 1-18, March 2005.
•
Berlin Chen*,
Hsin-min Wang, Lin-shan Lee, “A
Discriminative HMM/N-Gram-Based Retrieval Approach for Mandarin Spoken
Documents,” ACM
Transactions on Asian Language Information Processing, Vol. 3, No. 2, pp.
128-145, June 2004.
•
Helen Meng, Berlin
Chen, Sanjeev Khudanpur, Gina-Anne Levow, Wai-kit Lo, Douglas Oard, Patrick
Schone, Karen Tang, Hsin-min Wang, and Jianqiang Wang, “Mandarin–English
Information (MEI): Investigating Translingual Speech Retrieval,”
Computer Speech and Language, Vol. 18, No. 2, pp. 163-179,
April 2004.
•
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 , Vol. 10, No. 5, pp.
303-314, July 2002.
•
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, Vol. 23, Issue 7, pp. 819-831,
May 2002.
• Hsin-min
Wang, Berlin Chen, "Content-based Language Models for Spoken Document
Retrieval", International Journal of Computer Processing of Oriental
Languages, 14(2), pp. 193-209, June 2001.
• Bo-ren
Bai, Berlin Chen, Hsin-min Wang, "Syllable-based
Chinese Text/Spoken Document Retrieval Using Text/Speech Queries",
International Journal of Pattern Recognition and Artificial Intelligence,
14(5), pp. 603-616, Aug. 2000.
• Hsin-min
Wang, Yu-hsueh Chou, Berlin Chen, "Browsing the Chinese Web Pages Using
Mandarin Speech", International Journal of Computer Processing of Oriental
Languages, 13(1), pp. 35-51, March 2000.
- Book Chapters:
• Xiaofei Lu, Berlin Chen
(Eds.), Computational and Corpus Approaches to Chinese Language
Learning (ISBN: 978-981-13-3570-9), Singapore: Springer,
April 2019.
• 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.
•
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, 2010.
•
Berlin Chen, Hsin-min Wang, Lin-shan
Lee, "Spoken
Document Retrieval and Summarization," in the book "Advances in
Chinese Spoken Language Processing," edited by C.-H. Lee, H. Li, L.-S. Lee,
R.-H. Wang, and Q. Huo, World Scientific Publisher, December 30, 2006.
- International
Conference Papers:
•
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.
• 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)
• 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," Asia-Pacific Signal and Information Processing
Association Annual Summit and Conference (APSIPA ASC 2022), Chiang Mai,
Thailand, November 7-10, 2022.
• Yu-Sheng Tsao, Jeih-weih Hung,
Kuan-Hsun Ho, Berlin Chen, "Investigating low-distortion speech enhancement
with discrete cosine transform features for robust speech recognition,"
Asia-Pacific Signal and Information Processing Association Annual Summit and
Conference (APSIPA ASC 2022), Chiang Mai, Thailand, November 7-10, 2022.
• Hsin-Wei Wang, Bi-Cheng Yan ,
Yi-Cheng Wang, Berlin Chen, "Effective ASR error correction leveraging
phonetic, semantic Information and N-best hypotheses," Asia-Pacific Signal
and Information Processing Association Annual Summit and Conference (APSIPA
ASC 2022), Chiang Mai, Thailand, November 7-10, 2022.
• Yu-Sheng Tsao, Berlin Chen,
Jeih-weih Hung, "Exploiting discrete cosine transform features in speech
enhancement technique FullSubNet+," 2022 IET International Conference on
Engineering Technologies and Applications (IET ICETA 2022), Changhua,
Taiwan, October 14-16, 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.
• 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," Asia-Pacific Signal and Information Processing
Association Annual Summit and Conference (APSIPA ASC 2021), Tokyo
Japan, December 14-17, 2021.
• Wan-Ting Tseng, Chin-Ying
Wu, Yung-Chang Hsu, Berlin Chen, "FAQ retrieval using question-aware
graph convolutional network and contextualized language model,"
Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference (APSIPA ASC 2021), Tokyo Japan, December
14-17, 2021.
• Shi-Yan Weng, Hsuan-Sheng
Chiu, Berlin Chen, "An empirical study on transformer-based
end-to-end speech recognition with novel decoder masking,"
Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference (APSIPA ASC 2021), Tokyo Japan, December
14-17, 2021.
• Tien-Hong Lo, Yao-Ting
Sung, Berlin Chen, "Improving end-to-end modeling for
mispronunciation detection with effective augmentation mechanisms,"
Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference (APSIPA ASC 2021), Tokyo Japan, December
14-17, 2021.
• Wen-Ting Tseng,
Yung-Chang Hsu, Berlin Chen, "Effective FAQ retrieval and question
matching tasks with unsupervised knowledge injection," The 24th
International Conference on Text, Speech and Dialogue (TSD 2021),
Olomouc, Czech Republic, September 6-9, 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," The Annual 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), Shenzhen,
China, July 5-9, 2021. (Oral)
• Shih-Hsuan Chiu, Berlin
Chen, "Innovative BERT-based reranking language models for speech
recognition," IEEE Workshop on Spoken Language Technology (SLT
2021), Shenzhen, China, 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.
• Bi-Cheng Yan, Meng-Che
Wu, Berlin Chen, "Exploring feature enhancement in the modulation
spectrum domain via ideal ratio mask for robust speech recognition,"
2020 APSIPA Annual Summit and Conference (APSIPA ASC 2020),
Auckland, New Zealand, December 7-10, 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.
• 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.
• 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.
• Bi-Cheng Yan, Chin-Hong
Shih, Shih-Hung Liu, Berlin Chen, "Investigating manifold learning
technique for robust speech recognition," the 2018 International
Conference on Asian Language Processing (IALP 2018), Bandung,
Indonesia, November 15-17, 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.
• 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.
• 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.
• 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.
• 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.
•
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.
• Hou-Chiang Tseng,
Yao-Ting Sung, Berlin Chen, Wei-En Lee, "Classification of text
readability based on representation learning techniques," the 26th
Annual Meeting of the Society for Text and Discourse (ST&D 2016),
Kassel, Germany, July 18-20, 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.
•
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.
•
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, 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.
•
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.
•
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.
•
Kuan-Yu Chen, Hung-Shin Lee, Hsin-Min Wang, Berlin Chen, Hsin-Hsi
Chen, "I-vector
based language modeling for spoken document retrieval,"
the 39th IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2014), Florence, Italy, May 4-9, 2014.
•
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.
• 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.
• 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.
•
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.
•
Kuan-Yu Chen, Hsin-Min Wang, Berlin Chen, Hsin-Hsi Chen, "Weighted
matrix factorization for spoken document retrieval," the 38th IEEE
International Conference on Acoustics, Speech, and Signal Processing
(ICASSP 2013), Vancouver, Canada,
May 26-31,
2013.
• Hsiao-Tsung
Hung, Yuwen Hsiung, Berlin Chen, "An empirical study of tone
mispronunciation detection methods for Mandarin CAPT applications,"
The 21st annual conference of the International
Association of Chinese Linguistics (IACL 2013), Taipei, Taiwan, June
7-9, 2013. (in Chinese)
•
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.
•
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.
•
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.
•
Yu-Chen
Kao, Berlin Chen, "Leveraging distributional characteristics of
modulation spectra for robust speech recognition," the 11th International
Conference on Information Sciences, Signal Processing and their Applications
(ISSPA 2012), Montreal (Quebec), Canada, July 3-5, 2012.
•
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.
•
Ea-Ee Jan, Niyu Ge, Shih-Hsiang Lin and Berlin Chen, "An effective
and robust framework for transliteration exploration," the 5th
International Joint Conference on Natural Language Processing (IJCNLP
2011), Chiang Mai, Thailand on November 8-13, 2011.
•
Wen-Yi Chu, Jeih-weih Hung and 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," IEEE
International Conference on Multimedia & Expo (ICME 2011), Barcelona, Spain,
July 11-15, 2011. (Regular Paper)
•
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.
•
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, Berlin Chen, Ea-Ee Jan,
"Improving the informativeness of verbose queries using summarization
techniques for spoken document retrieval," the 7th International Symposium on Chinese
Spoken Language Processing (ISCSLP 2010), Tainan, Taiwan, November 29 -
December 3, 2010.
•
Kuan-Yu Chen, Berlin Chen, "A study of
topic modeling techniques for spoken document retrieval," 2010 APSIPA Annual
Summit and Conference (APSIPA ASC 2010), Biopolis, Singapore, December
14-17, 2010.
•
Ea-Ee Jan, Shih-Hsiang Lin, Berlin Chen,
"Transliteration retrieval model for cross lingual information retrieval,"
the 6th Asia Information Retrieval Societies Conference (AIRS 2010), Taipei,
Taiwan, December 1-3, 2010.
•
Shih-Hsiang Lin,
Yao-Ming Yeh,
Berlin Chen,
"Extractive speech summarization － From the view
of decision theory," the 11th Annual Conference of the
International Speech Communication Association (Interspeech 2010), Makuhari,
Japan, September 26-30, 2010.
•
Hung-Shin Lee, Hsin-Min Wang,
Berlin Chen, "A discriminative and
heteroscedastic linear feature transformation for multiclass
classification," the 20th International Conference on Pattern
Recognition (ICPR 2010), Istanbul, Turkey, August 23-26, 2010.
•
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), 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), Dallas, Texas, USA, March 14-19, 2010.
•
Shih-Hsiang Lin, Yu-Mei Chang, Jia-Wen Liu, Berlin Chen, "Leveraging
evaluation metric-related training criteria for speech summarization," the
35th
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2010), Dallas, Texas, USA, March 14-19, 2010.
•
Hung-Shin Lee, Berlin Chen, "Generalized likelihood ratio
discriminant analysis," IEEE workshop on Automatic Speech Recognition and
Understanding (ASRU 2009), Merano, Italy, December 13-17, 2009.
•
Shih-Hsiang Lin, Berlin Chen, "Topic modeling for spoken document retrieval
using word- and syllable-level information," the 3rd workshop on
Searching Spontaneous Conversational Speech (SSCS 2009) (in conjunction with
ACM Multimedia 2009), Beijing, China, October 23, 2009.
•
Shih-Hsiang Lin, Berlin Chen, “Improved speech summarization with
multiple-hypothesis representations and Kullback-Leibler divergence
measures,” the 10th Annual Conference of the International Speech
Communication Association (Interspeech 2009), Brighton, U.K., September
6-10, 2009.
•
Shih-Hsiang Lin, Yueng-Tien Lo, Yao-Ming
Yeh, Berlin Chen, "Hybrids of supervised and unsupervised models for
extractive speech summarization," the 10th Annual Conference of
the International Speech Communication Association (Interspeech 2009),
Brighton, U.K., September 6-10, 2009.
• Berlin Chen, "Latent
Topic Modeling of Word Co-Occurrence Information for Spoken Document
Retrieval," the 34th IEEE International Conference on
Acoustics, Speech, and Signal Processing (ICASSP 2009), Taipei, Taiwan,
April 19-24, 2009.
•
Hung-Shin Lee, Berlin Chen, "Hung-Shin Lee, Berlin Chen, "Empirical error
rate minimization based linear discriminant analysis," the 34th
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2009), Taipei, Taiwan, April 19-24, 2009.
• Hsuan-Sheng Chiu, Kuan-Yu Chen, Chun-Jen Lee, Berlin Chen,
"Position Information for Language Modeling in Speech Recognition," the 6th
International Symposium on Chinese Spoken Language Processing (ISCSLP 2008),
Kunming, China, December 16-19, 2008.
•
Hung-Shin Lee, Berlin Chen, "Improved Linear Discriminant Analysis
Considering Empirical Pairwise Classification Error Rates," the 6th
International Symposium on Chinese Spoken Language Processing (ISCSLP 2008),
Kunming, China, December 16-19, 2008. (Best
Student Paper Award)
• Wei-Hau Chen, Shih-Hsiang Lin, Berlin Chen, “Exploiting
Spatial-Temporal Feature Distribution Characteristics for Robust Speech
Recognition,” the 10th International Conference on Spoken
Language Processing (Interspeech 2008 - ICSLP), Brisbane, Australia,
September 22-26, 2008.
• Hung-Shin Lee, Berlin Chen, “Linear Discriminant Feature Extraction
Using Weighted Classification Confusion Information,” the 10th
International Conference on Spoken Language Processing (Interspeech 2008 -
ICSLP), Brisbane, Australia, September 22-26, 2008.
• Shih-Hsiang Lin, Yi-Ting Chen, Hsin-Min Wang, Berlin Chen, "A
Comparative Study of Probabilistic Ranking Models for Spoken Document
Summarization," the 33rd
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2008), pp. 5025-5028, Las Vegas, USA, March 30 - April 4, 2008.
• Shih-Hung Liu, Fang-Hui Chu, Shih-Hsiang Lin, Hung-Shin Lee, Berlin
Chen, “Training Data Selection for Improving Discriminative Training of
Acoustic Models,” IEEE workshop on Automatic Speech Recognition and
Understanding (ASRU 2007), Kyoto, Japan, December 9-13, 2007.
• Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen, “Investigating the Use
of Speech Features and their Corresponding Distribution Characteristics for
Robust Speech Recognition," IEEE workshop on Automatic Speech Recognition
and Understanding (ASRU 2007), Kyoto, Japan, December 9-13, 2007.
• Yi-Ting Chen, Shih-Hsiang Lin, Hsin-Min Wang, Berlin Chen, “Spoken
Document Summarization Using Relevant Information,” IEEE workshop on
Automatic Speech Recognition and Understanding (ASRU 2007), Kyoto, Japan,
December 9-13, 2007.
• Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen, “Cluster-based
Polynomial-Fit Histogram Equalization (CPHEQ) for Robust Speech Recognition,”
the 10th European Conference on Speech Communication and
Technology (Interspeech - Eurospeech 2007), pp. 1054-1057, Antwerp, Belgium,
August 27-31, 2007.
• Yi-Ting Chen, Hsuan-Sheng Chiu, Hsin-Min Wang, Berlin Chen, “A
Unified Probabilistic Generative Framework for Extractive Spoken Document
Summarization,” the 10th European Conference on Speech
Communication and Technology (Interspeech - Eurospeech 2007), pp. 2805-2808,
Antwerp, Belgium, August 27-31, 2007.
• Yi-cheng Pan, Hung-lin Chang, Berlin Chen, Lin-shan Lee, “Subword-based
Position Specific Posterior Lattices (S-PSPL) for Indexing Speech
Information,” the 10th European Conference on Speech
Communication and Technology (Interspeech - Eurospeech 2007), pp. 318-321,
Antwerp, Belgium, August 27-31, 2007.
• Berlin Chen, Yi-Ting Chen, "Word Topical Mixture
Models for Extractive Spoken Document Summarization," IEEE
International Conference on Multimedia & Expo (ICME 2007), Beijing, China,
July 2-5, 2007.
• Shih-Hung Liu, Fang-Hui Chu, Shih-Hsiang Lin, Berlin Chen, "Investigating
Data Selection for Minimum Phone Error Training of Acoustic Models,"
IEEE International Conference on Multimedia & Expo (ICME 2007), Beijing,
China, July 2-5, 2007.
• Shih-Hsiang Lin, Shih-Hung Liu, Yao-Ming Yeh, Berlin Chen, "Improved
Histogram Equalization (HEQ) for Robust Speech Recognition," IEEE
International Conference on Multimedia & Expo (ICME 2007), Beijing, China,
July 2-5, 2007.
• Hsuan-Sheng Chiu, Berlin Chen,
"Word
Topical Mixture Models for Dynamic Language Model Adaptation,"
the 32nd
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2007), Hawaii, USA, April 15-20,
2007.
• YT Yen, B Chen, CL Shyu, YC Li, CY
Hsu, "Applying Clinical Ontology for Biomedical Information Retrieval," the
12th World Congress on Health (Medical) Informatics
(Medinfo 2007),
Brisbane, Australia, August 20-24, 2007.
• Yi-Ting Chen, Suhan Yu, Hsin-min Wang, Berlin
Chen, "Extractive Chinese Spoken Document
Summarization Using Probabilistic Ranking Models,"
the 5th
International Symposium on Chinese Spoken Language Processing ( ISCSLP
2006), Singapore, December 13-16, 2006.
• Tzan-Hwei
Chen, Berlin Chen,
Hsin-min Wang,
"On Using Entropy Information to Improve Posterior Probability-based
Confidence Measures,"
the 5th
International Symposium on Chinese Spoken Language Processing ( ISCSLP
2006), Singapore, December 13-16, 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,"
the 5th
International Symposium on Chinese Spoken Language Processing ( ISCSLP
2006), Singapore, December 13-16, 2006.
• Shih-Hsiang
Lin, Yao-Ming Yeh, Berlin Chen,
"Exploiting
Polynomial-Fit Histogram Equalization and Temporal Average for Robust Speech
Recognition,"
the 9th International
Conference on Spoken Language Processing (Interspeech
- ICSLP 2006), Pittsburgh PA, USA, September
17-21, 2006.
• Hsuan-Sheng Chiu, Berlin
Chen, "Dynamic Language Model Adaptation Using Word Topical Mixture
Models," the 9th Western Pacific Acoustics Conference (WESPAC IX
2006), Seoul, Korea, June 26-28, 2006.
• Berlin Chen, Yao-Ming Yeh, Yao-Min Huang, Yi-Ting Chen,
"Chinese
Spoken Document Summarization Using Probabilistic Latent Topical Information,”
the 31st IEEE
International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2006), Vol. I, pp. 969-972,
Toulouse, France, May 14-19, 2006.
• Berlin Chen, Yi-Ting Chen, Chih-Hao Chang,
Hung-Bin Chen, "Speech
Retrieval of Mandarin Broadcast News via Mobile Devices,"
the 9th European Conference on Speech Communication and Technology (Interspeech
- Eurospeech 2005),
pp. 109-112, Lisbon, Portugal, September 4-8,
2005.
•
Jen-Wei
Kuo, Berlin Chen, "Minimum
Word Error Based Discriminative Training of Language Models,"
the 9th
European Conference on Speech Communication and Technology (Interspeech -
Eurospeech 2005), pp. 1277-1280, Lisbon, Portugal, September 4-8,
2005.
• 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,“
the 9th
European Conference on Speech Communication and Technology (Interspeech -
Eurospeech 2005), pp. 625-628, Lisbon, Portugal, September 4-8,
2005.
• Berlin Chen,
“Dynamic
Language Model Adaptation using Latent Topical Information and Automatic
Transcripts,” IEEE International Conference on Multimedia
& Expo (ICME 2005), pp. 97-100, Amsterdam, The Netherlands, July 6-8, 2005.
•
Berlin Chen,
Wen-Hung Tsai, Jen-Wei Kuo,
“Statistical Language Model Adaptation for
Mandarin Broadcast News Transcription,”
the 4th
International Symposium on Chinese Spoken Language Processing ( ISCSLP
2004), pp.
313-316, Hong Kong, December 15-18, 2004.
•
Berlin Chen, Jen-Wei Kuo,
Yao-Min Huang, Hsin-min Wang,
"Statistical
Chinese Spoken Document Retrieval Using Latent Topical Information," the
8th
International Conference on Spoken Language Processing (ICSLP 2004), Vol.
II, pp. 1621-1625, Jeju
island (Cheju), South Korea, October 4-8, 2004.
•
Berlin Chen, Jen-Wei Kuo, Wen-Hung Tsai, "Lightly
Supervised and Data-Driven Approaches to Mandarin Broadcast News
Transcription," the 29th
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2004), Vol. I,
pp.
777-780, Montreal, Canada, May 17-21, 2004.
•
Berlin Chen, Shun-Shii Lin, James Chen, Wen-Li
Shih, "Voice
Access of Mandarin Broadcast News," the
2004 International Conference on
Digital Archive Technologies (ICDAT 2004), Taipei, Taiwan, March 18-19,
2004.
•
Shun-Shii Lin, Berlin Chen, and Shi-Jie Huang,
"Building a Multi-modal Multimedia Information Retrieval System for the
National Museum of History,"
the 2004 International Conference on Digital
Archive Technologies (ICDAT 2004), Taipei, Taiwan, March 18-19, 2004.
• Y.T. Yen, C.Y. Hsu, C.H. Wen, Y.C. Lee, B. Chen, Y.C. Li, "Developing a
NLP and IR-Based algorithm for Analyzing Gene-disease Relationship," IJM
EuroMISE 2004, Prague, April 12-15, 2004.
•
Chun-Jen Wang, Berlin Chen, and Lin-shan Lee,
"Improved
Chinese Spoken Document Retrieval with Hybrid Modeling and Data-driven
Indexing Features," the
7th
International Conference on Spoken Language Processing (ICSLP 2002), Denver,
Colorado, USA, pp. 1985-1988, Sept 16-21, 2002.
• Chun-Jen Wang, Berlin Chen, and Lin-shan Lee,
"A Data-Driven Indexing Approach for Chinese Spoken Document Retrieval,"
the 3rd
International Symposium on Chinese Spoken Language Processing ( ISCSLP
2002), Taipei, Taiwan, August
23-24, 2002.
• Helen Meng, Wai-Kit Lo, Berlin Chen, and Karen Tang,
"Generating Phonetic Cognates to Handle Named Entities in English-Chinese
Cross-Language Spoken Document Retrieval," IEEE Workshop on Automatic
Speech Recognition and Understanding (ASRU 2001), Madonna di
Campiglio Trento, Italy, December 9-13 2001, pp. 311-314.
• Berlin Chen, Hsin-min Wang, and Lin-shan Lee, "An
HMM/N-gram-based Linguistic Processing Approach for Mandarin Spoken Document
Retrieval," the 7th
European Conference on Speech Communication and Technology (Eurospeech
2001), Demark, September 2001.
• Berlin Chen, Hsin-min Wang, and Lin-shan Lee, "Improved
Spoken Document Retrieval by Exploring Extra Acoustic and Linguistic Cues,"
the 7th
European Conference on Speech Communication and Technology (Eurospeech
2001), Demark, September 2001, pp. 299-302.
•
Hsin-min Wang and Berlin Chen, "Comparison of Word and
Subword Indexing Techniques for Mandarin Chinese Spoken Document Retrieval,"
The 2nd IEEE Pacific-Rim Conference on
Multimedia (2001 International Symposium on Multimedia Information
Processing, ISMIP 2001) October 24-26, 2001, Beijing, China.
• Hsin-min Wang, Berlin Chen, Liang-jui Shen, and Chao-chi
Chang , “A Voice-Activated Web-based Mandarin Chinese Spoken Document
Retrieval System,” Proceedings of the International Conference on Computer
Processing of Oriental Languages, (ICCPOL 2001), 2001.
• Helen Meng, Berlin Chen, Sanjeev Khudanpur, Gina-Anne Levow,
Wai-Kit Lo, Douglas Oard,Patrick Schone, Karen Tang, Hsin-Min Wang and
Jianqiang Wang , “Mandarin-English Information (MEI): Investigating
Translingual Speech Retrieval,” Proceedings of the Human Language Technology
Conference (HLT 2001), San Diego, March 2001.
• Hsin-min Wang, Helen Meng, Patrick Schone, Berlin Chen and
Wai-kit Lo, "Multi-Scale Audio Indexing for Translingual Spoken Document
Retrieval," the 26th
IEEE International Conference on Acoustics, Speech, and
Signal Processing (ICASSP 2001), Salt Lake City, USA, May 2001.
• Berlin Chen, Hsin-min Wang, and Lin-shan Lee, "Retrieval
of Mandarin Broadcast News Using Spoken Queries," the 6th
International Conference on Spoken Language Processing (ICSLP 2000),
Beijing, China, October 2000,
Vol. 1, pp. 520-523.
• Wen-ping Hsieh, Berlin Chen, Kuan-ting Chen, and Hsin-min
Wang, "Initial Experiments on Recognition of Internet-Accessible Compressed
Mandarin Speech," the Second International Symposium on Chinese Spoken
Language Processing ( ISCSLP 2000), Beijing, China, October 2000.
• Hsin-min Wang and Berlin Chen, "Content-based Language
Models for Spoken Document," the 5th
International Workshop on Information Retrieval with Asian Languages (IRAL
2000), Hong Kong, October 2000.
• Berlin Chen, Hsin-min Wang, and Lin-shan Lee, "Retrieval
Of Broadcast News Speech In Mandarin Chinese Collected In Taiwan Using
Syllable-Level Statistical Characteristics," the 25th
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP
2000), Istanbul, Turkey, June 2000, Vol. 3, pp. 1771-1774.
• Hsin-min Wang, Yu-hsueh Chou, and Berlin Chen, "Browsing
the Chinese Web Pages Using Mandarin Speech," in Proc. The 18th
Int. Conf. on Computer Processing of Oriental Languages (ICCPOL1999),
Tokushima Japan, March 1999, pp. 503-508.
•
Bo-ren Bai, Berlin Chen, and Hsin-min Wang, "Syllable-based
Chinese Text/Spoken Document Retrieval Using Text/Speech Queries," The
2nd International Conference on Multimodal
Interface (ICMI 1999), Hong-kong, pp. II46-51, Jan. 1999.
• Berlin Chen, Hsin-min Wang, Lee-feng Chien, and Lin-Shan
Lee, "A*-Admissible
Key-Phrase Spotting with Sub-Syllable Level Utterance Verification,"
the 5th
International Conference on Spoken Language Processing (ICSLP 1998).
• Hsin-min Wang, Bor-shen Lin, Bo-ren Bai, and Berlin Chen,
"Towards a Mandarin voice memo system," the 5th
International Conference on Spoken Language Processing (ICSLP 1998).
• Bor-shen Lin, Berlin Chen, Hsin-min Wang, and Lin-shan Lee,
"Hierarchical tag-graph search for spontaneous speech understanding in
spoken dialog systems," the 5th
International Conference on Spoken Language Processing (ICSLP 1998).
• Bo-ren Bai, Berlin Chen, Hsin-min Wang, Lee-feng Chien, and
Lin-shan Lee, "Large-Vocabulary Chinese Text/Speech Information Retrieval
Using Mandarin Speech Queries," International Symposium on Chinese Spoken
Language Processing (ISCSLP 98), pp. 284-289, Singapore, Dec. 1998.
• Bor-shen Lin, Hsin-min Wang, Bo-ren Bai, and Berlin Chen,
"A prototype of Mandarin voice memo system," in Proc. IEEE International
Conference on Consumer Electronics (ICCE98), pp. 88-89.
• Hsin-min Wang, Yu-hsueh Chou, and Berlin Chen, "Surfing the
Chinese Web pages by unconstrained Mandarin speech," in Proc. IEEE
International Conference on Consumer Electronics (ICCE98), pp. 84-85.
• Berlin Chen and Hsin-min Wang, "A vocabulary-flexible
key-phrase spotting system for Mandarin Chinese," The Fourth
International Symposium on Real-time and Media Systems (RAMS98),pp.
176-180, Taipei, Sept. 1998.
• Chi-Min Liu, Hung-Yan Chang, and Berlin Chen, “ The use of
tree-trellis search for speaker-independent Mandarin polysyllabic word
recognition," 1996 International Conference on Computer Systems Technology
for Industrial Applications (CSIA 96'), pp. 250-254.
• Hung-Yan Chang, Berlin Chen, Chia-shyan Chou, and Chi-Min
Liu, “ Speaker-independent Mandarin polysyllabic word recognition," The 4th
International Symposium on Signal Processing and its Applications (ISSPA),
Australia, August 1996, Vol. 1, pp. 329-332.
- Domestic
Conference Papers:
• 曾琬婷、吳沁穎、許永昌、陳柏琳,
"常見問題檢索使用有效的孿生神經網路,"
第26屆人工智慧與應用研討會, November 18-20, 2021.
• 羅天宏、宋曜廷、陳柏琳, "探索異質圖和中心性資訊於語音文件摘要,"
第26屆人工智慧與應用研討會, November 18-20, 2021.
• 顏必成、蔡姵均、邱世弦、王馨偉、邱炫盛、陳柏琳, "跨語句式語言模型於對話式語音辨識重新評分之研究,"
第26屆人工智慧與應用研討會, November 18-20,
2021. (Best Paper Award of Domestic
Track)
• Hsin-Wei Wang, Bi-Cheng Yan, Yung-Chang Hsu, Berlin Chen,
"Exploring the integration of E2E ASR and pronunciation modeling for
English mispronunciation detection," the 33rd International
Conference on Computational Linguistics and Speech Processing (ROCLING
2021), Taoyuan, Taiwan, October 15-16, 2021. (in Chinese)
• 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," the 33rd International Conference on
Computational Linguistics and Speech Processing (ROCLING 2021),
Taoyuan, Taiwan, October 15-16, 2021. (in Chinese)
• Chin-Ying Wu, Yung-Chang Hsu, Berlin Chen, "A study on
contextualized language modeling for machine reading comprehension,"
the 33rd International Conference on Computational Linguistics and
Speech Processing (ROCLING 2021), Taoyuan, Taiwan, October 15-16,
2021. (in Chinese)
• Wen-Ting Tseng, Yung-Chang Hsu, Berlin Chen,
"FAQ retrieval leveraging improved contextualized language modeling
methods," the 2020 Conference on Technologies and
Applications of Artificial Intelligence (TAAI 2020), December
3-5, 2020. (in Chinese)
• Fu-An Chao, Jeih-weih Hung, Berlin
Chen, “Multi-view attention-based speech enhancement model for
noise-robust automatic speech recognition,” the 32nd International
Conference on Computational Linguistics and Speech Processing (ROCLING
2020), Taipei, Taiwan, September 24-26, 2020. (in Chinese)
• Shih-Hsuan Chiu, Berlin Chen, “Innovative pretrained-based
reranking language models for N-best speech recognition lists,” the
32nd International Conference on Computational Linguistics and
Speech Processing (ROCLING 2020), Taipei, Taiwan, September 24-26,
2020. (in Chinese)
• Wen-Ting Tseng, Yung-Chang Hsu, Berlin Chen, “A study on
contextualized language modeling for FAQ retrieval,” the 32nd
International Conference on Computational Linguistics and Speech
Processing (ROCLING 2020), Taipei, Taiwan, September 24-26, 2020.
(in Chinese)
• Yu-Sen Cheng, Tien-Hong Lo, Berlin Chen, “Exploiting text prompts
for the development of an end-to-end computer-assisted pronunciation
training system,” the 32nd International Conference on Computational
Linguistics and Speech Processing (ROCLING 2020), Taipei, Taiwan,
September 24-26, 2020. (in Chinese)
• Wei-Ting Lin, Berlin Chen, “Exploring disparate language model
combination strategies for Mandarin-English code-switching ASR,” the
32nd International Conference on Computational Linguistics and
Speech Processing (ROCLING 2020), Taipei, Taiwan, September 24-26,
2020. (in Chinese)
• 林韋廷、陳柏琳, "端到端語音辨識於中英文混合會議語料,"
「2019年全國計算機會議(National
Computer Symposium, NCS)」,
November 14-15, 2019.
•
邱世弦, 陳柏琳, "主題調適混和語言模型於語音辨識之應用,"
「2019年全國計算機會議(National
Computer Symposium, NCS)」,
November 14-15, 2019.
•
Hsiu-Jui Chang, Tien-Hong Lo, Tzu-En Liu, Berlin Chen,
"Investigating computer-assisted pronunciation training leveraging
end-to-end speech recognition techniques," the 31st International Conference
on Computational Linguistics and Speech Processing (ROCLING 2019), New
Taipei City,
Taiwan, October 3-5, 2019. (in Chinese)
•
Ming-Jhang Yang, Fu-An Chao, Tien-Hong Lo, Berlin Chen,
"Exploiting generative adversarial network for robustness automatic
speech recognition
," the 31st International Conference
on Computational Linguistics and Speech Processing (ROCLING 2019), New
Taipei City,
Taiwan, October 3-5, 2019. (in Chinese)
•
Shi-Yan Weng, Hou-Chiang Tseng, Yao-Ting Sung, Berlin Chen,
"A hierarchical encoding framework for text readability prediction," the 31st International Conference
on Computational Linguistics and Speech Processing (ROCLING 2019), New
Taipei City,
Taiwan, October 3-5, 2019. (in Chinese)
(Runner-up
of Best Poster Presentation Award)
• 劉慈恩、劉士弘、陳柏琳,"適用於語音文件之有效的類神經摘要架構,"「第23屆人工智慧與應用研討會」, November
30-December 2, 2018. (Best Paper Award of Domestic
Track)
• 林奕儒、許曜麒、楊明翰、陳柏琳,"韻律特徵與聲學特徵於錯誤發音檢測與診斷之研究,"「第23屆人工智慧與應用研討會」, November
30-December 2, 2018.
• 張修瑞、趙偉成、羅天宏、陳柏琳,"探究端對端混合模型架構於華語會議語音辨識,"「第23屆人工智慧與應用研討會」, November
30-December 2, 2018.
•Tien-Hong Lo, Berlin Chen,
"Investigating acoustic model combination and semi-supervised discriminative
training for meeting speech recognition," the 30th International Conference
on Computational Linguistics and Speech Processing (ROCLING 2018), Hsinchu,
Taiwan, October 4-5, 2018. (in Chinese)
• Wei-Cheng Chao, Hsiu-Jui Chang, Tien-Hong Lo, Berlin Chen, "Discriminative
training of acoustic models leveraging improved neural network architecture
and optimization method," the 30th International Conference on Computational
Linguistics and Speech Processing (ROCLING 2018), Hsinchu, Taiwan, October
4-5, 2018. (in Chinese)
• Ying-wen Chen, Tien-hong Lo, Hsiu-jui Chang, Wei-Cheng Chao, Berlin Chen,
"On the use of speaker-aware language model adaptation techniques for
meeting speech recognition," the 30th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2018), Hsinchu,
Taiwan, October 4-5, 2018. (in Chinese)
• Hou-Chiang Tseng, Yao-Ting Sung, Berlin Chen, "Exploring combination of
FastText and convolutional neural networks for building readability models,"
the 30th International Conference on Computational Linguistics and Speech
Processing (ROCLING 2018), Hsinchu, Taiwan, October 4-5, 2018. (in Chinese)
Tien-Hong Lo, Ying-Wen
Chen, Berlin Chen, Kuan-Yu Chen, Hsin-Min Wang, "Exploring query intent and
neural network modeling techniques for spoken document retrieval," the 29th
International Conference on Computational Linguistics and Speech Processing
(ROCLING 2017), Taipei, Taiwan, November 27-28, 2017. (in Chinese)
(Best Paper
Award)
• Hou-Chiang Tseng, Berlin Chen, Yao-Ting Sung, "Exploring readability
analysis on multi-domain texts," the 29th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2017), Taipei,
Taiwan, November 27-28, 2017. (in Chinese)
• Chia-Hua Wu, Chun-I Tsai, Hsiao-Tsung Hung, Yu-Chen Kao, Berlin Chen, "On
the use of sequence labeling and matching methods for ASR error detection
and correction," the 29th International Conference on Computational
Linguistics and Speech Processing (ROCLING 2017), Taipei, Taiwan, November
27-28, 2017. (in Chinese)
• Yao-Chi Hsu, Ming-Han
Yang, Hsiao-Tsung Hung, Yi-Ju Lin, Kuan-Yu Chen, Berlin Chen, "Evaluation
metric-related optimization methods for Mandarin mispronunciation
detection," the 28th International Conference on Computational Linguistics
and Speech Processing (ROCLING 2016), Tainan, Taiwan, October 6-7, 2016.
(in Chinese)
• Bi-Cheng Yan, Chin Hong Shih, Shih-Hung Liu, Berlin Chen, "The use of
dictionary learning approach for robustness speech recognition," the 28th
International Conference on Computational Linguistics and Speech Processing
(ROCLING 2016), Tainan, Taiwan, October 6-7, 2016. (in Chinese)
• Ming-Han Yang, Yao-Chi Hsu, Hsiao-Tsung Hung, Ying-Wen Chen, Kuan-Yu Chen,
Berlin Chen, "Leveraging multi-task learning with neural network based
acoustic modeling for improved meeting speech recognition," the 28th International Conference on Computational Linguistics
and Speech Processing (ROCLING 2016), Tainan, Taiwan, October 6-7, 2016.
(in Chinese) (Best Paper
Award)
• Hou-Chiang Tseng, Hsiao-Tsung Hung, Yao-Ting Sung, Berlin Chen,
"Classification of text readability based on deep neural network and
representation learning techniques," the 28th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2016), Tainan,
Taiwan, October 6-7, 2016. (in Chinese)
• Yu-Lun Hsieh, Shih-Hung Liu, Kuan-Yu Chen, Hsin-Min Wang, Wen-Lian Hsu,
Berlin Chen, "Exploiting sequence-to-sequence generation framework for
automatic abstractive summarization," the 28th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2016), Tainan,
Taiwan, October 6-7, 2016. (in Chinese)
• Hou-Chiang Tseng, Yao-Ting Sung and Berlin Chen,
"基於表示學習技術之文件可讀性分類," The 2015
Conference on Technologies and Applications of Artificial Intelligence (TAAI
2015), November
20-22, 2015. (in
Chinese)
• Ming-Han Yang, Yao-Chi Hsu, Hsiao-Tsung Hung and Berlin Chen,
"華語錯誤發音檢測基於鑑別式訓練之多種深層類神經網路聲學模型與邏輯回歸分析,"
The 2015 Conference on Technologies and
Applications of Artificial Intelligence (TAAI 2015), November
20-22, 2015. (in
Chinese)
• Yao-Chi Hsu,
Ming-Han Yang, Hsiao-Tsung Hung, Yuwen Hsiung, Yao-Ting Sung, Berlin Chen,
"Exploring combinations of various deep neural network based acoustic models
and classification techniques for Mandarin mispronunciation detection," the
27th International Conference on Computational Linguistics and Speech
Processing (ROCLING 2015), Hsinchu, Taiwan, October 1 - 2, 2015. (in
Chinese)
• Yi-Nian Liu, Kuan-Yu Chen, Hou-Chiang Tseng, Berlin Chen, "A study
of readability prediction on elementary and secondary Chinese textbooks and
excellent extracurricular reading materials," the 27th International
Conference on Computational Linguistics and Speech Processing (ROCLING
2015), Hsinchu, Taiwan, October 1 - 2, 2015. (in Chinese)
• Ting-Hao Chang, Hsiao-Tsung Hung, Kuan-Yu Chen, Hsin-Min Wang,
Berlin Chen, "Several refinements of modulation spectrum factorization for
robust speech recognition," the 27th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2015), Hsinchu,
Taiwan, October 1 - 2, 2015. (in Chinese)
• Ssu-Cheng Chen, Kuan-Yu Chen, Hsiao-Tsung Hung, Berlin Chen,
"Exploring word embedding and concept information for language model
adaptation in Mandarin large vocabulary continuous speech recognition," the
27th International Conference on Computational Linguistics and Speech
Processing (ROCLING 2015), Hsinchu, Taiwan, October 1 - 2, 2015. (in
Chinese)
• Kai-Wun Shih, Berlin Chen, Kuan-Yu Chen, Shih-Hung Liu, Hsin-Min
Wang, "A study on representation learning techniques for extractive spoken
document summarization," the 27th International Conference on Computational
Linguistics and Speech Processing (ROCLING 2015), Hsinchu, Taiwan, October 1
- 2, 2015. (in Chinese)
• 陳黃威、洪孝宗、陳柏琳,
"探究豐富文脈模型化技術於中文語音合成系統之發展," The
2014 Conference on Technologies and Applications of Artificial Intelligence
(TAAI 2014), November
21-23, 2014. (in
Chinese)
• 陳俊諭、洪孝宗、陳柏琳,
"融入各種不同文件關聯資訊於虛擬關聯文件選取方法之研究,"
The 2014 Conference on Technologies and Applications of Artificial
Intelligence (TAAI 2014), November
21-23, 2014. (in
Chinese)
• Po-Han Hao, Ssu-Cheng
Chen, Berlin Chen, "Leveraging concept modeling techniques for language
model adaptation in Mandarin large vocabulary continuous speech
recognition," the 26th International Conference on Computational Linguistics
and Speech Processing (ROCLING 2014), Jhongli, Taiwan, September 25 - 26,
2014. (in Chinese)
• Shih-Hung Liu, Kuan-Yu Chen, Yu-Lun Hsieh, Hsin-Min Wang, Wen-Lian Hsu,
Berlin Chen, "Investigating novel sentence modeling techniques for
extractive speech summarization," the 26th International Conference on
Computational Linguistics and Speech Processing (ROCLING 2014), Jhongli,
Taiwan, September 25 - 26, 2014. (in Chinese)
• Yu-Chen Kao, Berlin
Chen, "Improved Modulation Spectrum Histogram Equalization for
Robust Speech Recognition," ROCLING XXV: Conference on Computational
Linguistics and Speech Processing (ROCLING 2013), October 4 - 5, 2013. (in
Chinese)
• Shih-Hung Liu, Kuan-Yu Chen, Hsin-Min Wang, Wen-Lian Hsu, Berlin Chen,
"Improved Sentence Modeling Techniques for Extractive Speech Summarization,"
ROCLING XXV: Conference on Computational Linguistics and Speech Processing (ROCLING
2013), October 4 - 5, 2013.
(Best Paper Award)
(in Chinese)
• 陳憶文、陳俊諭、陳冠宇、陳柏琳,"探究多種虛擬關聯文件篩選方法於語音文件檢索之研究,"「第十七屆人工智慧與應用研討會」, November
16-18, 2012. (Excellent Domestic Paper Award)
• Hsin-Ju
Hsieh, Jeih-weih Hung, Berlin
Chen, "Improved histogram equalization methods for robust speech
recognition,"
ROCLING XXIV:
Conference on Computational Linguistics and Speech Processing (ROCLING
2012), September 21-22, 2012.
(in Chinese)
• Bang-Xuan
Huang, Hank Hao, Kuan-Yu Chen, Berlin
Chen, "Recurrent Neural Network-based Language Modeling with
Relevance Information,"
ROCLING XXIV:
Conference on Computational Linguistics and Speech Processing (ROCLING
2012), September 21-22, 2012.
(in Chinese) (Best Paper Award)
• 羅永典、林士翔、陳柏琳,"基於最小化貝氏風險之鑑別式語音文件摘要模型,"「第十
六屆人工智慧與應用研討會」, November
11-13, 2011.
•
Min-Hsuan Lai, Bang-Xuan Huang, Kuan-Yu Chen and Berlin Chen, "Empirical
comparisons of various discriminative language models for speech
recognition," ROCLING XXIII: Conference on Computational Linguistics and
Speech Processing (ROCLING 2011), September 8-9, 2011. (in Chinese)
(Best Paper Award)
•Wen-Yi Chu, Yu-Chen Kao, Kuan-Yu Chen, Berlin Chen and Jeih-Weih Hung,
"Probabilistic modulation spectrum factorization for robust speech
recognition," ROCLING XXIII: Conference on Computational Linguistics and
Speech Processing (ROCLING 2011), September 8-9, 2011. (in Chinese)
•
劉家妏、朱紋儀、陳珮寧、陳柏琳,"Exploiting
discriminative language models for speech recognition,"「第十五屆人工智慧與應用研討會」, November
18-20, 2010.
•
陳冠宇、賴敏軒、陳柏琳,"A
study on using word vicinity information for speech recognition,"「第十五屆人工智慧與應用研討會」, November
18-20, 2010.
•
Yueng-Tien Lo, Berlin Chen, "A comparative
study on margin-based discriminative training of acoustic models,"
ROCLING XXII:
Conference on Computational Linguistics and
Speech Processing (ROCLING 2010), September 1-2, 2010.
(in Chinese)
• Jia-Wen Liu,
Shih-Hsiang Lin,
Berlin Chen, "Exploiting discriminative
language models for reranking speech recognition hypotheses,"
ROCLING XXII:
Conference on Computational Linguistics and
Speech Processing (ROCLING 2010), September 1-2, 2010.
(in Chinese)
• 陳韋豪、林士翔、陳柏琳,"使用頻域-時域分布資訊於語音特徵正規化之研究,"「第十四屆人工智慧與應用研討會」, October
30-31, 2009.
•
劉鳳萍、陳冠宇、劉家妏、張鈺玫、陳柏琳,"鑑別式語言模型調適法於大詞彙連續語音辨識之研究,"「第十四屆人工智慧與應用研討會」, October
30-31, 2009.
• 張鈺玫、劉家妏、羅永典、林士翔、陳柏琳,"基於評估觀點的鑑別式模型於語音文件摘要之應用,"「第十四屆人工智慧與應用研討會」,
October 30-31, 2009.
•
李鴻欣、陳柏琳,"相似度比例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),"
ROCLING XXI:
Conference on Computational Linguistics and
Speech Processing (ROCLING 2009), September 1-2, 2009.
•
陳冠宇、陳柏琳,"主題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),"
ROCLING XXI:
Conference on Computational Linguistics and
Speech Processing (ROCLING 2009), September 1-2, 2009.
•
邱炫盛、羅永典、陳韋豪、陳柏琳,"使用位置資訊於中文連續語音辨識,"「第十二屆人工智慧與應用研討會」,
November 16-17, 2007.
•
許庭瑋、陳冠宇、陳柏琳,"台灣腔英文連續語音辨識之初步研究,"「第十二屆人工智慧與應用研討會」, November
16-17, 2007.
•
劉士弘、朱芳輝、陳柏琳,
"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,"
ROCLING XIX: Conference on Computational
Linguistics and Speech Processing (ROCLING 2007), September 6-7, 2007.
•
Shih-Hung Liu, Berlin Chen, "On
the
Use of Frame-level Information Cues for Minimum Phone Error Discriminative
Training of Acoustic Models,"
「第 十一屆人工智慧與應用研討會」,
December 15-16, 2006.
• 陳怡婷、游斯涵、李家豪、陳柏琳,
"中文語音文件摘要使用主題混合模型,"
「第十一屆人工智慧與應用研討會」,
December 15-16, 2006.
•
陳鴻彬、林士翔、陳柏琳,"對數能量特徵正規化於語音辨識之進一步研究,"
, 「第十一屆人工智慧與應用研討會」,
December 15-16, 2006.
•
林士翔、葉耀明、陳柏琳,
"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),"
ROCLING XVIII: Conference on Computational Linguistics and Speech Processing
(ROCLING 2006), September 7-8, 2006.
•
張志豪、陳鴻彬、陳柏琳,"資料導向線性特徵轉換於中文大詞彙連續語音辨識之應用,"
「2005年全國計算機會議(National
Computer Symposium, NCS)」,
December 15-16, 2005.
•
邱炫盛、陳柏琳,"垃圾郵件過濾技術之初步研究,"
「第十屆人工智慧與應用研討會」, December 2-3, 2005.
•
陳怡婷、黃耀民、葉耀明、陳柏琳,"中文語音文件自動摘要之摘要模型," 「第十屆人工智慧與應用研討會」,
December 2-3, 2005.
•
郭人瑋、劉士弘、陳柏琳,"風險最小化準則在中文大詞彙連續語音辨識之研究 (An
Empirical Study on Word Error Minimization Approaches for Mandarin Large
Vocabulary Speech Recognition),"
ROCLING XVII: Conference on Computational Linguistics and Speech Processing
(ROCLING 2005), September 15-16, 2005, pp. 371-384.
•
陳燦輝、陳柏琳、王新民,"語音關鍵詞擷取於自動影音新聞故事分段之應用,"「第四屆數位典藏技術研討會」,
September 1-2, 2005.
•
陳怡婷、陳柏琳、林順喜、梅士杰、廖康任,"數位典藏多媒體系統使用隱藏式馬可夫檢索模型之研究,"「第四屆數位典藏技術研討會」,
September 1-2, 2005.
•
陳鴻彬、陳柏琳、林順喜,"語音辨識及資訊檢索技術於數位典藏多媒體文物之應用,"「第三屆數位典藏技術研討會」,
August 5-6, 2004.
•
郭人瑋、蔡文鴻、陳柏琳,"非監督式學習於中文電視新聞自動轉寫之初步應用(Exploiting
Unsupervised Learning to Mandarin TV News Transcription:
An Initial Study)," ROCLING
XVI: Conference on Computational Linguistics and Speech Processing (ROCLING
2004), September 2-3, 2004.
- Technical
Reports/Survey Articles:
• Berlin Chen,
"Speech
recognition," Science Monthly, Vol.
518, pp. 114-118, February 2013. (in Chinese)
• Bang-Xuan Huang, Hank Hao, Kuan-Yu Chen, Berlin
Chen, "Recurrent
neural network-based language modeling with
relevance information,"
ACLCLP
Newsletter, Vol. 23, No. 5, pp. 3-20, 2012. (in Chinese,
Best Paper Selected from
ROCLING XXIV)
• Berlin
Chen, Min-Hsuan Lai, Kuan-Yu Chen, Bang-Xuan
Huang, "A survey on
discriminative language modeling for speech recognition," ACLCLP
Newsletter, Vol. 22, 2011. (in Chinese)
• Yueng-Tien Lo,
Berlin Chen,
"A survey on discriminative training of
acoustic models," ACLCLP Newsletter, Vol. 22, No. 2, pp.
7-16, May 2011. (in Chinese)
• Shih-Hsiang Lin,
Berlin Chen,
"A
Survey on Speech Summarization Techniques," ACLCLP
Newsletter, Vol. 21, No. 1, pp. 4-16, February 2010. (in Chinese)
• Shih-Hsiang Lin,
Berlin Chen, "The NTNU Summarization System
at TAC 2009," Text Analysis Conference (TAC) 2009 Proceedings.
• Shih-Hsiang Lin,
Berlin Chen, "A
Survey on Robustness Techniques for Speech Recognition," ACLCLP
Newsletter, Vol. 18, No. 4, pp. 3-12, November 2007. (in Chinese)
• Berlin Chen, "A
Survey on Large Vocabulary Continuous Speech Recognition Techniques,"
ACLCLP Newsletter, Vol. 16, No. 4, pp. 8-15, August 2005. (in
Chinese)
• Helen
Meng, Berlin Chen, Erika Grams, Sanjeev Khudanpur, Wai-Kit
Lo, Gina-Anne Levow, Douglas Oard, Patrick Schone, Karen Tang, Hsin-Min
Wang, Jian Qiang Wang, "Mandarin-English
Information (MEI): Investigating Translingual Speech Retrieval,"
Technical Report, 2000 CLSP Summer Workshop, Johns Hopkins
University.
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