- Hori, C., Hori, T., "End-to-end Conversation Modeling Track in DSTC6", Dialog System Technology Challenges, December 2017.
BibTeX TR2017-188 PDF- @inproceedings{Hori2017dec3,
- author = {Hori, Chiori and Hori, Takaaki},
- title = {{End-to-end Conversation Modeling Track in DSTC6}},
- booktitle = {Dialog System Technology Challenges},
- year = 2017,
- month = dec,
- url = {https://www.merl.com/publications/TR2017-188}
- }
- Hori, C., Hori, T., Marks, T.K., Hershey, J.R., "Early and Late Integration of Audio Features for Automatic Video Description", IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), DOI: 10.1109/ASRU.2017.8268968, December 2017.
BibTeX TR2017-183 PDF- @inproceedings{Hori2017dec2,
- author = {Hori, Chiori and Hori, Takaaki and Marks, Tim K. and Hershey, John R.},
- title = {{Early and Late Integration of Audio Features for Automatic Video Description}},
- booktitle = {IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)},
- year = 2017,
- month = dec,
- doi = {10.1109/ASRU.2017.8268968},
- url = {https://www.merl.com/publications/TR2017-183}
- }
- Hori, T., Watanabe, S., Hershey, J.R., "Multi-level Language Modeling and Decoding for Open Vocabulary End-to-End Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/ASRU.2017.8268948, December 2017.
BibTeX TR2017-181 PDF- @inproceedings{Hori2017dec,
- author = {Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
- title = {{Multi-level Language Modeling and Decoding for Open Vocabulary End-to-End Speech Recognition}},
- booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
- year = 2017,
- month = dec,
- doi = {10.1109/ASRU.2017.8268948},
- url = {https://www.merl.com/publications/TR2017-181}
- }
- Watanabe, S., Hori, T., Hershey, J.R., "Language Independent End-to-End Architecture For Joint Language and Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/ASRU.2017.8268945, December 2017.
BibTeX TR2017-182 PDF Video- @inproceedings{Watanabe2017dec,
- author = {Watanabe, Shinji and Hori, Takaaki and Hershey, John R.},
- title = {{Language Independent End-to-End Architecture For Joint Language and Speech Recognition}},
- booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
- year = 2017,
- month = dec,
- doi = {10.1109/ASRU.2017.8268945},
- url = {https://www.merl.com/publications/TR2017-182}
- }
- Wang, W., Koji, Y., Harsham, B.A., Hori, T., Hershey, J.R., "Sequence Adversarial Training and Minimum Bayes Risk Decoding for End-to-end Neural Conversation Models", Dialog System Technology Challenges, December 2017.
BibTeX TR2017-180 PDF- @inproceedings{Wang2017dec,
- author = {Wang, Wen and Koji, Yusuke and Harsham, Bret A. and Hori, Takaaki and Hershey, John R.},
- title = {{Sequence Adversarial Training and Minimum Bayes Risk Decoding for End-to-end Neural Conversation Models}},
- booktitle = {Dialog System Technology Challenges},
- year = 2017,
- month = dec,
- url = {https://www.merl.com/publications/TR2017-180}
- }
- Hori, C., Hori, T., Lee, T.-Y., Zhang, Z., Harsham, B.A., Sumi, K., Marks, T.K., Hershey, J.R., "Attention-Based Multimodal Fusion for Video Description", IEEE International Conference on Computer Vision (ICCV), DOI: 10.1109/ICCV.2017.450, October 2017.
BibTeX TR2017-156 PDF- @inproceedings{Hori2017oct,
- author = {Hori, Chiori and Hori, Takaaki and Lee, Teng-Yok and Zhang, Ziming and Harsham, Bret A. and Sumi, Kazuhiko and Marks, Tim K. and Hershey, John R.},
- title = {{Attention-Based Multimodal Fusion for Video Description}},
- booktitle = {IEEE International Conference on Computer Vision (ICCV)},
- year = 2017,
- month = oct,
- doi = {10.1109/ICCV.2017.450},
- url = {https://www.merl.com/publications/TR2017-156}
- }
- Ochiai, T., Watanabe, S., Hori, T., Hershey, J.R., Xiao, X., "Unified Architecture for Multichannel End-to-End Speech Recognition with Neural Beamforming", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2017.2764276, Vol. 11, No. 8, pp. 1274-1288, October 2017.
BibTeX TR2017-192 PDF- @article{Ochiai2017oct2,
- author = {Ochiai, Tsubasa and Watanabe, Shinji and Hori, Takaaki and Hershey, John R. and Xiao, Xiong},
- title = {{Unified Architecture for Multichannel End-to-End Speech Recognition with Neural Beamforming}},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2017,
- volume = 11,
- number = 8,
- pages = {1274--1288},
- month = oct,
- doi = {10.1109/JSTSP.2017.2764276},
- issn = {1941-0484},
- url = {https://www.merl.com/publications/TR2017-192}
- }
- Watanabe, S., Hori, T., Kim, S., Hershey, J.R., Hayashi, T., "Hybrid CTC/Attention Architecture for End-to-End Speech Recognition", IEEE Journal of Selected Topics in Signal Processing, DOI: 10.1109/JSTSP.2017.2763455, Vol. 11, No. 8, pp. 1240-1253, October 2017.
BibTeX TR2017-190 PDF Video- @article{Watanabe2017oct,
- author = {Watanabe, Shinji and Hori, Takaaki and Kim, Suyoun and Hershey, John R. and Hayashi, Tomoki},
- title = {{Hybrid CTC/Attention Architecture for End-to-End Speech Recognition}},
- journal = {IEEE Journal of Selected Topics in Signal Processing},
- year = 2017,
- volume = 11,
- number = 8,
- pages = {1240--1253},
- month = oct,
- doi = {10.1109/JSTSP.2017.2763455},
- issn = {1941-0484},
- url = {https://www.merl.com/publications/TR2017-190}
- }
- Hori, T., Watanabe, S., Zhang, Y., Chan, W., "Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM", Interspeech, August 2017.
BibTeX TR2017-132 PDF Video- @inproceedings{Hori2017aug,
- author = {Hori, Takaaki and Watanabe, Shinji and Zhang, Yu and Chan, William},
- title = {{Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM}},
- booktitle = {Interspeech},
- year = 2017,
- month = aug,
- url = {https://www.merl.com/publications/TR2017-132}
- }
- Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "Duration-Controlled LSTM for Polyphonic Sound Event Detection", IEEE/ACM Transactions on Audio, Speech, and Language Processing, DOI: 10.1109/TASLP.2017.2740002, Vol. 25, No. 11, August 2017.
BibTeX TR2017-150 PDF- @article{Hayashi2017aug,
- author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
- title = {{Duration-Controlled LSTM for Polyphonic Sound Event Detection}},
- journal = {IEEE/ACM Transactions on Audio, Speech, and Language Processing},
- year = 2017,
- volume = 25,
- number = 11,
- month = aug,
- doi = {10.1109/TASLP.2017.2740002},
- issn = {2329-9304},
- url = {https://www.merl.com/publications/TR2017-150}
- }
- Ochiai, T., Watanabe, S., Hori, T., Hershey, J.R., "Multichannel End-to-end Speech Recognition", International Conference on Machine Learning (ICML), August 2017.
BibTeX TR2017-107 PDF- @inproceedings{Ochiai2017aug,
- author = {Ochiai, Tsubasa and Watanabe, Shinji and Hori, Takaaki and Hershey, John R.},
- title = {{Multichannel End-to-end Speech Recognition}},
- booktitle = {International Conference on Machine Learning (ICML)},
- year = 2017,
- month = aug,
- url = {https://www.merl.com/publications/TR2017-107}
- }
- Hori, T., Watanabe, S., Hershey, J.R., "Joint CTC/attention decoding for end-to-end speech recognition", Association for Computational Linguistics (ACL), DOI: 10.18653/v1/P17-1048, July 2017, pp. 518-529.
BibTeX TR2017-103 PDF Video- @inproceedings{Hori2017jul,
- author = {Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
- title = {{Joint CTC/attention decoding for end-to-end speech recognition}},
- booktitle = {Association for Computational Linguistics (ACL)},
- year = 2017,
- pages = {518--529},
- month = jul,
- doi = {10.18653/v1/P17-1048},
- url = {https://www.merl.com/publications/TR2017-103}
- }
- Watanabe, S., Hori, T., Hayashi, T., Kim, S., "End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model", Acoustical Society of Japan Spring Meeting (ASJ), March 2017.
BibTeX TR2017-021 PDF- @inproceedings{Watanabe2017mar2,
- author = {Watanabe, Shinji and Hori, Takaaki and Hayashi, Tomoki and Kim, Suyoun},
- title = {{End-to-end ASR without using morphological analyzer, pronunciation dictionary and language model}},
- booktitle = {Acoustical Society of Japan Spring Meeting (ASJ)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-021}
- }
- Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-014 PDF- @inproceedings{Hayashi2017mar,
- author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
- title = {{BLSTM-HMM Hybrid System Combined with Sound Activity Detection Network for Polyphonic Sound Event Detection}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-014}
- }
- Kim, S., Hori, T., Watanabe, S., "Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-016 PDF Video- @inproceedings{Kim2017mar,
- author = {Kim, Suyoun and Hori, Takaaki and Watanabe, Shinji},
- title = {{Joint CTC- Attention Based End-to-End Speech Recognition Using Multi-task Learning}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-016}
- }
- Watanabe, S., Hori, T., Le Roux, J., Hershey, J.R., "Student-Teacher Network Learning with Enhanced Features", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), March 2017.
BibTeX TR2017-011 PDF- @inproceedings{Watanabe2017mar,
- author = {Watanabe, Shinji and Hori, Takaaki and {Le Roux}, Jonathan and Hershey, John R.},
- title = {{Student- Teacher Network Learning with Enhanced Features}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2017,
- month = mar,
- url = {https://www.merl.com/publications/TR2017-011}
- }
- Hori, T., Wang, H., Hori, C., Watanabe, S., Harsham, B.A., Le Roux, J., Hershey, J.R., Koji, Y., Jing, Y., Zhu, Z., Aikawa, T., "Dialog State Tracking with Attention-based Sequence-to-sequence Learning", IEEE Workshop on Spoken Language Technology (SLT), DOI: 10.1109/SLT.2016.7846317, December 2016, pp. 552-558.
BibTeX TR2016-163 PDF- @inproceedings{Hori2016dec,
- author = {Hori, Takaaki and Wang, Hai and Hori, Chiori and Watanabe, Shinji and Harsham, Bret A. and {Le Roux}, Jonathan and Hershey, John R. and Koji, Yusuke and Jing, Yi and Zhu, Zhaocheng and Aikawa, Takeyuki},
- title = {{Dialog State Tracking with Attention-based Sequence-to-sequence Learning}},
- booktitle = {IEEE Workshop on Spoken Language Technology (SLT)},
- year = 2016,
- pages = {552--558},
- month = dec,
- doi = {10.1109/SLT.2016.7846317},
- url = {https://www.merl.com/publications/TR2016-163}
- }
- Takano, T., Moriya, T., Shinozaki, T., Watanabe, S., Hori, T., Duh, K., "Automated Structure Discovery and Parameter Tuning of Neural Network Language Model Based on Evolution Strategy", IEEE Spoken Language Technology Workshop (SLT), DOI: 10.1109/SLT.2016.7846334, December 2016.
BibTeX TR2016-173 PDF- @inproceedings{Takano2016dec,
- author = {Takano, Tomihiro and Moriya, Takafumi and Shinozaki, Takahiro and Watanabe, Shinji and Hori, Takaaki and Duh, Kevin},
- title = {{Automated Structure Discovery and Parameter Tuning of Neural Network Language Model Based on Evolution Strategy}},
- booktitle = {IEEE Spoken Language Technology Workshop (SLT)},
- year = 2016,
- month = dec,
- doi = {10.1109/SLT.2016.7846334},
- url = {https://www.merl.com/publications/TR2016-173}
- }
- Hori, C., Hori, T., Watanabe, S., Hershey, J.R., "Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs", Interspeech, DOI: 10.21437/Interspeech.2016-1171, September 2016, pp. 3236-3240.
BibTeX TR2016-074 PDF- @inproceedings{Hori2016sep,
- author = {Hori, Chiori and Hori, Takaaki and Watanabe, Shinji and Hershey, John R.},
- title = {{Context-Sensitive and Role-Dependent Spoken Language Understanding using Bidirectional and Attention LSTMs}},
- booktitle = {Interspeech},
- year = 2016,
- pages = {3236--3240},
- month = sep,
- doi = {10.21437/Interspeech.2016-1171},
- url = {https://www.merl.com/publications/TR2016-074}
- }
- Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J., Takeda, K., "Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection", Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE), September 2016, pp. 35-39.
BibTeX TR2016-114 PDF- @inproceedings{Hayashi2016sep,
- author = {Hayashi, Tomoki and Watanabe, Shinji and Toda, Tomoki and Hori, Takaaki and {Le Roux}, Jonathan and Takeda, Kazuya},
- title = {{Bidirectional LSTM-HMM Hybrid System for Polyphonic Sound Event Detection}},
- booktitle = {Workshop on Detection and Classification of Acoustic Scenes and Events (DCASE)},
- year = 2016,
- pages = {35--39},
- month = sep,
- url = {https://www.merl.com/publications/TR2016-114}
- }
- Hori, C., Watanabe, S., Hori, T., Harsham, B.A., Hershey, J.R., Koji, Y., Fujii, Y., Furumoto, Y., "Driver Confusion Status Detection Using Recurrent Neural Networks", IEEE International Conference on Multimedia and Expo (ICME), DOI: 10.1109/ICME.2016.7552966, July 2016.
BibTeX TR2016-088 PDF- @inproceedings{Hori2016jul,
- author = {Hori, Chiori and Watanabe, Shinji and Hori, Takaaki and Harsham, Bret A. and Hershey, John R. and Koji, Yusuke and Fujii, Youichi and Furumoto, Yuki},
- title = {{Driver Confusion Status Detection Using Recurrent Neural Networks}},
- booktitle = {IEEE International Conference on Multimedia and Expo (ICME)},
- year = 2016,
- month = jul,
- doi = {10.1109/ICME.2016.7552966},
- url = {https://www.merl.com/publications/TR2016-088}
- }
- Hori, T., Hori, C., Watanabe, S., Hershey, J.R., "Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP.2016.7472827, March 2016, pp. 5990-5994.
BibTeX TR2016-011 PDF- @inproceedings{Hori2016mar,
- author = {Hori, Takaaki and Hori, Chiori and Watanabe, Shinji and Hershey, John R.},
- title = {{Minimum Word Error Training of Long Short-Term Memory Recurrent Neural Network Language Models for Speech Recognition}},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2016,
- pages = {5990--5994},
- month = mar,
- doi = {10.1109/ICASSP.2016.7472827},
- url = {https://www.merl.com/publications/TR2016-011}
- }
- Hori, T., Chen, Z., Erdogan, H., Hershey, J.R., Le Roux, J., Mitra, V., Watanabe, S., "The MERL/SRI System for the 3rd CHiME Challenge Using Beamforming, Robust Feature Extraction, and Advanced Speech Recognition", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), DOI: 10.1109/ASRU.2015.7404833, December 2015, pp. 475-481.
BibTeX TR2015-135 PDF- @inproceedings{Hori2015dec2,
- author = {Hori, T. and Chen, Z. and Erdogan, H. and Hershey, J.R. and {Le Roux}, J. and Mitra, V. and Watanabe, S.},
- title = {{The MERL/SRI System for the 3rd CHiME Challenge Using Beamforming, Robust Feature Extraction, and Advanced Speech Recognition}},
- booktitle = {IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU)},
- year = 2015,
- pages = {475--481},
- month = dec,
- publisher = {IEEE},
- doi = {10.1109/ASRU.2015.7404833},
- url = {https://www.merl.com/publications/TR2015-135}
- }
- Hori, C.., Hori, T., Watanabe, S., Hershey, J.R., "Context Sensitive Spoken Language Understanding Using Role Dependent LSTM Layers", NIPS Workshop on Machine Learning for Spoken Language Understanding and Interaction, December 2015.
BibTeX TR2015-134 PDF- @inproceedings{Hori2015dec1,
- author = {Hori, C. and Hori, T. and Watanabe, S. and Hershey, J.R.},
- title = {{Context Sensitive Spoken Language Understanding Using Role Dependent LSTM Layers}},
- booktitle = {NIPS Workshop on Machine Learning for Spoken Language Understanding and Interaction},
- year = 2015,
- month = dec,
- url = {https://www.merl.com/publications/TR2015-134}
- }
- Pajovic, M., Orlik, P.V., Koike-Akino, T., Kim, K.J., Aikawa, H., Hori, T., "An Unsupervised Indoor Localization Method Based on Received Signal Strength (RSS) Measurements", IEEE Global Communications Conference (GLOBECOM), DOI: 10.1109/GLOCOM.2015.7417708, December 2015, pp. 1-6.
BibTeX TR2015-129 PDF- @inproceedings{Pajovic2015dec,
- author = {Pajovic, M. and Orlik, P.V. and Koike-Akino, T. and Kim, K.J. and Aikawa, H. and Hori, T.},
- title = {{An Unsupervised Indoor Localization Method Based on Received Signal Strength (RSS) Measurements}},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2015,
- pages = {1--6},
- month = dec,
- doi = {10.1109/GLOCOM.2015.7417708},
- url = {https://www.merl.com/publications/TR2015-129}
- }