|
• 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. • Kuan-Hsun Ho, Jeih-weih Hung and Berlin Chen, "ConSep: a noise- and reverberation-robust speech separation framework by magnitude conditioning," 24th International Conference on Digital Signal Processing (DSP 2023), Island of Rhodes, Greece, June11-13 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. • 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) • Kuan-Hsun Ho, Jeih-weih Hung, Berlin Chen, "Bi-Sep: A multi-resolution cross-domain monaural speech separation framework,"2022 International Conference on Technologies and Applications of Artificial Intelligence (TAAI 2022; International Track), Tainan, Taiwan, December 1-3, 2022. • Fu-An Chao, Tien-Hong Lo, Tzu-I Wu, Yao-Ting Sung, Berlin Chen, "3M: An effective multi-view, multi-granularity, and multi-aspect modeling approach to English pronunciation assessment," 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. • 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) • 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. • 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. • 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. • Bi-Cheng Yan, Shih-Hung Liu, Berlin Chen, "Modulation spectrum augmentation for robust speech recognition," 2019 International Conference on Algorithms, Machine Learning and Signal Processing (AMLSP 2019), Singapore, November 15-17, 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 • 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)
• 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)
• 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. • 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) • 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.
• 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. (Oral) • 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. (Oral)
• 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. (Oral)
• 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. (Oral) • 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, 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) • 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. (Oral)
•
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.
(Oral)
•
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.(Oral) • 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.
•
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)
•
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.
•
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)
•
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, 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), pp. 3226-3230, 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), pp. 7083-7087, 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), pp. 13-18, 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), pp.
2683-2687, 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), pp. 2958-2962, 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), pp. 2997-3001, 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), pp. 8535-8539, 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), pp. 8530-8534, 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)
•
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.
(in Chinese) (Best Paper Award) • 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.
•
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.
•
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)
• 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, 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.
• 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) • 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) • 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.
• Kuan-Yu Chen,
Berlin Chen, "A study of topic modeling
techniques for spoken document retrieval," 2010 APSIPA Annual Summit and
Conference (APSIPA ASC 2010), pp. 237-242, Biopolis, Singapore, December 14-17, 2010.
• 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), pp. 75-79, Tainan, Taiwan, November 29 -
December 3, 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), pp.
1684 - 1687, Makuhari,
Japan, September 26-30, 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)
• 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), pp. 79-87, Uppsala, Sweden, July
11–16, 2010.
• 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. • 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), pp. 5314-5317, 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), pp. 158-163, 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.
• Hsin-Min Wang, Berlin Chen,
"Mandarin Chinese broadcast news retrieval and summarization using
probabilistic generative models," 2009 APSIPA Annual Summit and Conference (APSIPA
ASC 2009), pp. 331-337, Sapporo, Japan, October 4-7, 2009. (a research review paper)
• 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), pp. 1847-1850, 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), pp. 1507-1510, Brighton, U.K., September 6-10, 2009.
•
Hung-Shin Lee,
Berlin Chen,
"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.
(in Chinese)
• Kuan-Yu Chen,
Berlin Chen,
"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.
(in Chinese)
•
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), pp. 3961-3964, Taipei, Taiwan, April 19-24, 2009. • 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), pp. 1801-1804, 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), pp. 101-104, 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), pp. 149-152, 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 9th
Annual Conference of the International Speech Communication Association (Interspeech
2008), pp.
2204-2207,
Brisbane, Australia, September 22-26, 2008.
• Hung-Shin Lee, Berlin Chen,
"Linear Discriminant Feature Extraction Using Weighted Classification
Confusion Information," the 9th Annual Conference of the
International Speech Communication Association (Interspeech 2008), pp. 2254-2257, 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), pp. 284-289, 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), pp. 87-92, 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), pp. 189-194, Kyoto, Japan, December 9-13, 2007.
•
Shih-Hung Liu, Fang-Hui Chu, Berlin Chen, "Improved MPE-Based
Discriminative Training of Acoustic Models for Mandarin Large
Vocabulary Continuous Speech Recognition," ROCLING XIX: Conference
on Computational Linguistics and Speech Processing (ROCLING 2007),
September 6-7, 2007. (in Chinese)
• Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen, "Cluster-based Polynomial-Fit Histogram Equalization (CPHEQ) for Robust Speech Recognition," the 8th Annual Conference of the International Speech Communication Association (Interspeech 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 8th Annual Conference of the International Speech Communication Association (Interspeech 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 8th Annual Conference of the International Speech Communication Association (Interspeech 2007), pp. 318-321, Antwerp, Belgium, August 27-31, 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.
• Berlin Chen, Yi-Ting Chen,
"Word Topical Mixture Models for Extractive Spoken Document Summarization,"
IEEE International Conference on Multimedia & Expo (ICME 2007), pp. 52-55,
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), pp. 348-351, 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), pp. 2234-2237, 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), Vol. IV, pp. 169-172, Hawaii, USA, April 15-20, 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. (Lecture Notes in Artificial Intelligence, LNAI4274, 2006,
Springer-Verlag, pp. 660-671)
• 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. (Lecture Notes in Artificial Intelligence, LNAI4274, 2006,
Springer-Verlag)
• 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. (Lecture Notes in Artificial Intelligence, LNAI4274,
2006, Springer-Verlag, pp. 270-281)
• Shih-Hsiang Lin, Yao-Ming Yeh, Berlin Chen, "Exploiting Polynomial-Fit Histogram Equalization and Temporal Average for Robust Speech Recognition," the 7th Annual Conference of the International Speech Communication Association (Interspeech 2006), Pittsburgh PA, USA, September 17-21, 2006.
•
Shih-Hsiang Lin, Yao-Ming Yeh, Berlin
Chen, "An Improved Histogram Equalization Approach for Robust
Speech Recognition," ROCLING XVIII: Conference on Computational
Linguistics and Speech Processing (ROCLING 2006), September 7-8,
2006.(in Chinese)
• 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.
•
Jen-Wei Kuo, Shih-Hung Liu, Berlin
Chen, "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. (in Chinese)
• Berlin Chen, Yi-Ting Chen, Chih-Hao Chang, Hung-Bin Chen, "Speech Retrieval of Mandarin Broadcast News via Mobile Devices," the 6th Annual Conference of the International Speech Communication Association (Interspeech 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 6th Annual Conference of the International Speech Communication Association (Interspeech 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 6th Annual Conference of the International Speech Communication Association (Interspeech 2005 - Eurospeech), 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 5th Annual Conference of the International Speech Communication (Interspeech 2004), Vol. II, pp. 1621-1625, Jeju island (Cheju), South Korea, October 4-8, 2004.
•
Jen-Wei Kuo, Wen-Hung Tsai, Berlin
Chen, "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.(in Chinese)
• 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 3rd Annual Conference of the International Speech Communication (Interspeech 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 Third 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 2nd Annual Conference of the International Speech Communication (Interspeech 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 2nd Annual
Conference of the International Speech Communication (Interspeech 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 Second IEEE Pacific-Rim Conference on Multimedia (2001 International Symposium on Multimedia Information Processing, ISMIP 2001) October 24-26, 2001, Beijing, China. (Lecture Notes in Computer Science, LNCS2195, 2001, Springer-Verlag, pp. 606 - 613.) • 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 1st Annual Conference of the International
Speech Communication (Interspeech 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," 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," 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 1998), 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 1996), pp.
250-254.
• Hung-Yan Chang, Berlin Chen, Chia-shyan Chou, and Chi-Min Liu, " Speaker-independent Mandarin polysyllabic word recognition," The Fourth International Symposium on Signal Processing and its Applications (ISSPA 1996), Australia, August 1996, Vol. 1, pp. 329-332. |
