渡邉 紳二

教諭

  • Teacher (Affiliated Senior High School) 教諭, 高等学院
  • 3799 引用
  • 31 h指数
19992019

Research output per year

Pureに変更を加えた場合、すぐここに表示されます。

研究成果

2019

Acoustic Modeling for Distant Multi-talker Speech Recognition with Single- and Multi-channel Branches

Kanda, N., Fujita, Y., Horiguchi, S., Ikeshita, R., Nagamatsu, K. & Watanabe, S., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6630-6634 5 p. 8682273. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

4 引用 (Scopus)

Acoustic Modeling for Overlapping Speech Recognition: Jhu Chime-5 Challenge System

Manohar, V., Chen, S. J., Wang, Z., Fujita, Y., Watanabe, S. & Khudanpur, S., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6665-6669 5 p. 8682556. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

2 引用 (Scopus)

Back-Translation-Style Data Augmentation for end-to-end ASR

Hayashi, T., Watanabe, S., Zhang, Y., Toda, T., Hori, T., Astudillo, R. & Takeda, K., 2019 2 11, 2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 426-433 8 p. 8639619. (2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings).

研究成果: Conference contribution

8 引用 (Scopus)

Cycle-consistency Training for End-to-end Speech Recognition

Hori, T., Astudillo, R., Hayashi, T., Zhang, Y., Watanabe, S. & Le Roux, J., 2019 5, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6271-6275 5 p. 8683307. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

3 引用 (Scopus)

End-to-end Monaural Multi-speaker ASR System without Pretraining

Chang, X., Qian, Y., Yu, K. & Watanabe, S., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6256-6260 5 p. 8682822. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

6 引用 (Scopus)

End-to-end Speech Recognition with Word-Based Rnn Language Models

Hori, T., Cho, J. & Watanabe, S., 2019 2 11, 2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 389-396 8 p. 8639693. (2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings).

研究成果: Conference contribution

11 引用 (Scopus)

Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling

Xu, H., DIng, S. & Watanabe, S., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7110-7114 5 p. 8682494. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

1 引用 (Scopus)

Introduction to the Issue on Far-Field Speech Processing in the Era of Deep Learning: Speech Enhancement, Separation, and Recognition

Watanabe, S., Araki, S., Bacchiani, M., Haeb-Umbach, R. & Seltzer, M. L., 2019 8 1, : : IEEE Journal on Selected Topics in Signal Processing. 13, 4, p. 785-786 2 p., 8771260.

研究成果: Editorial

Joint Acoustic and Class Inference for Weakly Supervised Sound Event Detection

Kothinti, S., Imoto, K., Chakrabarty, D., Sell, G., Watanabe, S. & Elhilali, M., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 36-40 5 p. 8682772. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

Language Model Integration Based on Memory Control for Sequence to Sequence Speech Recognition

Cho, J., Watanabe, S., Hori, T., Baskar, M. K., Inaguma, H., Villalba, J. & Dehak, N., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6191-6195 5 p. 8683380. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

2 引用 (Scopus)

Low-Resource Contextual Topic Identification on Speech

Liu, C., Wiesner, M., Watanabe, S., Harman, C., Trmal, J., Dehak, N. & Khudanpur, S., 2019 2 11, 2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 656-663 8 p. 8639544. (2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings).

研究成果: Conference contribution

Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling

Cho, J., Baskar, M. K., Li, R., Wiesner, M., Mallidi, S. H., Yalta, N., Karafiat, M., Watanabe, S. & Hori, T., 2019 2 11, 2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 521-527 7 p. 8639655. (2018 IEEE Spoken Language Technology Workshop, SLT 2018 - Proceedings).

研究成果: Conference contribution

6 引用 (Scopus)

Phasebook and friends: Leveraging discrete representations for source separation

Le Roux, J., Wichern, G., Watanabe, S., Sarroff, A. & Hershey, J. R., 2019 5, : : IEEE Journal on Selected Topics in Signal Processing. 13, 2, p. 370-382 13 p., 8664086.

研究成果: Article

6 引用 (Scopus)

Promising Accurate Prefix Boosting for Sequence-to-sequence ASR

Baskar, M. K., Burget, L., Watanabe, S., Karafiat, M., Hori, T. & Cernocky, J. H., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5646-5650 5 p. 8682782. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

1 引用 (Scopus)

Semi-supervised End-to-end Speech Recognition Using Text-to-speech and Autoencoders

Karita, S., Watanabe, S., Iwata, T., Delcroix, M., Ogawa, A. & Nakatani, T., 2019 5, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6166-6170 5 p. 8682890. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

2 引用 (Scopus)

Stream Attention-based Multi-array End-to-end Speech Recognition

Wang, X., Li, R., Mallidi, S. H., Hori, T., Watanabe, S. & Hermansky, H., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7105-7109 5 p. 8682650. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

3 引用 (Scopus)

The Phasebook: Building Complex Masks via Discrete Representations for Source Separation

Roux, J. L., Wichern, G., Watanabe, S., Sarroff, A. & Hershey, J. R., 2019 5 1, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 66-70 5 p. 8682587. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

2 引用 (Scopus)

Transfer Learning of Language-independent End-to-end ASR with Language Model Fusion

Inaguma, H., Cho, J., Baskar, M. K., Kawahara, T. & Watanabe, S., 2019 5, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6096-6100 5 p. 8682918. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 巻数 2019-May).

研究成果: Conference contribution

1 引用 (Scopus)

Weakly-Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation

Yalta, N., Watanabe, S., Nakadai, K. & Ogata, T., 2019 7, 2019 International Joint Conference on Neural Networks, IJCNN 2019. Institute of Electrical and Electronics Engineers Inc., 8851872. (Proceedings of the International Joint Conference on Neural Networks; 巻数 2019-July).

研究成果: Conference contribution

1 引用 (Scopus)
2018

An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech

Seki, H., Watanabe, S., Hori, T., Roux, J. L. & Hershey, J. R., 2018 9 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-April. p. 4919-4923 5 p. 8462180

研究成果: Conference contribution

10 引用 (Scopus)

A purely end-to-end system for multi-speaker speech recognition

Seki, H., Hori, T., Watanabe, S., Le Roux, J. & Hershey, J. R., 2018 1 1, ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), p. 2620-2630 11 p. (ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers); 巻数 1).

研究成果: Conference contribution

13 引用 (Scopus)

Auxiliary feature based adaptation of end-to-end ASR systems

Delcroix, M., Watanabe, S., Ogawa, A., Karita, S. & Nakatani, T., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 2444-2448 5 p.

研究成果: Conference article

10 引用 (Scopus)
5 引用 (Scopus)

Diarization is hard: Some experiences and lessons learned for the JHU team in the inaugural dihard challenge

Sell, G., Snyder, D., McCree, A., Garcia-Romero, D., Villalba, J., Maciejewski, M., Manohar, V., Dehak, N., Povey, D., Watanabe, S. & Khudanpur, S., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 2808-2812 5 p.

研究成果: Conference article

32 引用 (Scopus)

Effectiveness of single-channel BLSTM enhancement for language identification

Frederiksen, P. S., Villalba, J., Watanabe, S., Tan, Z. H. & Dehak, N., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 1823-1827 5 p.

研究成果: Conference article

End-to-End Multi-Speaker Speech Recognition

Settle, S., Roux, J. L., Hori, T., Watanabe, S. & Hershey, J. R., 2018 9 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-April. p. 4819-4823 5 p. 8461893

研究成果: Conference contribution

14 引用 (Scopus)

ESPNet: End-to-end speech processing toolkit

Watanabe, S., Hori, T., Karita, S., Hayashi, T., Nishitoba, J., Unno, Y., Soplin, N. E. Y., Heymann, J., Wiesner, M., Chen, N., Renduchintala, A. & Ochiai, T., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 2207-2211 5 p.

研究成果: Conference article

66 引用 (Scopus)
1 引用 (Scopus)

Language independent end-to-end architecture for joint language identification and speech recognition

Watanabe, S., Hori, T. & Hershey, J. R., 2018 1 24, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-January. p. 265-271 7 p.

研究成果: Conference contribution

24 引用 (Scopus)

Model parameter learning using Kullback–Leibler divergence

Lin, C., Marks, T. K., Pajovic, M., Watanabe, S. & Tung, C. K., 2018 2 1, : : Physica A: Statistical Mechanics and its Applications. 491, p. 549-559 11 p.

研究成果: Article

Multi-head decoder for end-to-end speech recognition

Hayashi, T., Watanabe, S., Toda, T. & Takeda, K., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 801-805 5 p.

研究成果: Conference article

2 引用 (Scopus)

Multi-level language modeling and decoding for open vocabulary end-to-end speech recognition

Hori, T., Watanabe, S. & Hershey, J. R., 2018 1 24, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-January. p. 287-293 7 p.

研究成果: Conference contribution

11 引用 (Scopus)

Multi-modal data augmentation for end-to-end ASR

Renduchintala, A., Ding, S., Wiesner, M. & Watanabe, S., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 2394-2398 5 p.

研究成果: Conference article

9 引用 (Scopus)

Semi-supervised end-to-end speech recognition

Karita, S., Watanabe, S., Iwata, T., Ogawa, A. & Delcroix, M., 2018 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2018-September, p. 2-6 5 p.

研究成果: Conference article

14 引用 (Scopus)

Speaker Adaptation for Multichannel End-to-End Speech Recognition

Ochiai, T., Watanabe, S., Katagiri, S., Hori, T. & Hershey, J., 2018 9 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2018-April. p. 6707-6711 5 p. 8462161

研究成果: Conference contribution

8 引用 (Scopus)
4 引用 (Scopus)
47 引用 (Scopus)
2017
65 引用 (Scopus)

An analysis of environment, microphone and data simulation mismatches in robust speech recognition

Vincent, E., Watanabe, S., Nugraha, A. A., Barker, J. & Marxer, R., 2017 11, : : Computer Speech and Language. 46, p. 535-557 23 p.

研究成果: Article

87 引用 (Scopus)

A Unified Architecture for Multichannel End-to-End Speech Recognition with Neural Beamforming

Ochiai, T., Watanabe, S., Hori, T., Hershey, J. R. & Xiao, X., 2017 10 17, (Accepted/In press) : : IEEE Journal on Selected Topics in Signal Processing.

研究成果: Article

24 引用 (Scopus)

Automated structure discovery and parameter tuning of neural network language model based on evolution strategy

Tanaka, T., Moriya, T., Shinozaki, T., Watanabe, S., Hori, T. & Duh, K., 2017 2 7, 2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 665-671 7 p. 7846334. (2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings).

研究成果: Conference contribution

4 引用 (Scopus)

Beamforming networks using spatial covariance features for far-field speech recognition

Xiao, X., Watanabe, S., Chng, E. S. & Li, H., 2017 1 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820724

研究成果: Conference contribution

4 引用 (Scopus)

BLSTM-HMM hybrid system combined with sound activity detection network for polyphonic Sound Event Detection

Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J. & Takeda, K., 2017 6 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 766-770 5 p. 7952259. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

研究成果: Conference contribution

4 引用 (Scopus)

Coupled initialization of multi-channel non-negative matrix factorization based on spatial and spectral information

Tachioka, Y., Narita, T., Miura, I., Uramoto, T., Monta, N., Uenohara, S., Furuya, K., Watanabe, S. & Le Roux, J., 2017 1 1, : : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2461-2465 5 p.

研究成果: Conference article

6 引用 (Scopus)

Deep long short-term memory adaptive beamforming networks for multichannel robust speech recognition

Meng, Z., Watanabe, S., Hershey, J. R. & Erdogan, H., 2017 6 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 271-275 5 p. 7952160

研究成果: Conference contribution

31 引用 (Scopus)

Dialog state tracking with attention-based sequence-to-sequence learning

Hori, T., Wang, H., Hori, C., Watanabe, S., Harsham, B., Le Roux, J., Hershey, J. R., Koji, Y., Jing, Y., Zhu, Z. & Aikawa, T., 2017 2 7, 2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 552-558 7 p. 7846317

研究成果: Conference contribution

13 引用 (Scopus)

Does speech enhancement work with end-to-end ASR objectives? Experimental analysis of multichannel end-to-end ASR

Ochiai, T., Watanabe, S. & Katagiri, S., 2017 12 5, 2017 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2017 - Proceedings. IEEE Computer Society, 巻 2017-September. p. 1-5 5 p.

研究成果: Conference contribution

5 引用 (Scopus)

Duration-Controlled LSTM for Polyphonic Sound Event Detection

Hayashi, T., Watanabe, S., Toda, T., Hori, T., Le Roux, J. & Takeda, K., 2017 11, : : IEEE/ACM Transactions on Audio Speech and Language Processing. 25, 11, p. 2059-2070 12 p.

研究成果: Article

16 引用 (Scopus)

Hybrid CTC/Attention Architecture for End-to-End Speech Recognition

Watanabe, S., Hori, T., Kim, S., Hershey, J. R. & Hayashi, T., 2017 12, : : IEEE Journal on Selected Topics in Signal Processing. 11, 8, p. 1240-1253 14 p., 8068205.

研究成果: Article

69 引用 (Scopus)

Joint CTC/attention decoding for end-to-end speech recognition

Hori, T., Watanabe, S. & Hershey, J. R., 2017 1 1, ACL 2017 - 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Association for Computational Linguistics (ACL), 巻 1. p. 518-529 12 p.

研究成果: Conference contribution

25 引用 (Scopus)