渡邉 紳二

教諭

  • Teacher (Affiliated Senior High School) 教諭, 高等学院
  • 3367 引用
  • 30 h指数
19992019
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 1999 2019

フィルター
Conference contribution
2019
3 引用 (Scopus)

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

Speech recognition
Acoustics
Speech enhancement
Pipelines

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

Speech recognition
Acoustics
Microphones
Beamforming
Network architecture
5 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

Acoustics
acoustics
Speech recognition
Sampling
Costs
2 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 1, 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

Speech recognition
Transcription
Glossaries
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

Speech recognition
Labels
Sampling
Experiments
3 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

Speech recognition
language
Decoding
vocabulary
Data storage equipment

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

Speech recognition
Experiments

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

Labels
Acoustics
Acoustic waves
Acoustic properties
Deep neural networks

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

Speech recognition
Data storage equipment
Fusion reactions
Decoding
Labels

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

resources
language
acoustics
English language
Acoustics
2 引用 (Scopus)

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

Speech recognition
language
learning
Recurrent neural networks
neural network

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

Testing

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 1, 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

Speech recognition
1 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

Microphones
Speech recognition
Experiments

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

Source separation
Masks
Speech enhancement
Ceilings

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 1, 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

Fusion reactions
Hybrid systems
Linguistics
Seed

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

Recurrent neural networks
Entropy
Computer graphics
Power spectrum
Cost functions
2018
8 引用 (Scopus)

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

Speech recognition
Network architecture
Neural networks
Glossaries
Linguistics
9 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

Speech recognition
Labels
Source separation
11 引用 (Scopus)

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

Speech recognition
Transcription
Learning systems
21 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

Speech recognition
Character sets
Glossaries
Network architecture
Linguistics
9 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

Speech recognition
Decoding
Linguistics
6 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

Speech recognition
Speech enhancement
Hidden Markov models
Deep neural networks
2017
4 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

研究成果: Conference contribution

Covariance matrix
Tuning
Neural networks
Recurrent neural networks
Speech recognition
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

Beamforming
Speech recognition
Covariance matrix
Transcription
Cost functions
2 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

研究成果: Conference contribution

Hidden Markov models
Hybrid systems
Acoustic waves
Recurrent neural networks
Factorization
27 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

Beamforming
Speech recognition
Microphones
Acoustics
Memory architecture
12 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

Labels
Refining
Semantics
Sequence Learning
Utterance
3 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

Speech enhancement
Speech recognition
Neural networks
19 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

Speech recognition
Decoding
Linguistics
linguistics
Glossaries
115 引用 (Scopus)

Joint CTC-attention based end-to-end speech recognition using multi-task learning

Kim, S., Hori, T. & Watanabe, S., 2017 6 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4835-4839 5 p. 7953075

研究成果: Conference contribution

Speech recognition
Experiments
13 引用 (Scopus)

Multichannel end-to-end speech recognition

Ochiai, T., Watanabe, S., Hori, T. & Hershey, J. R., 2017 1 1, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), 巻 6. p. 4033-4042 10 p.

研究成果: Conference contribution

Speech recognition
Acoustics
Speech enhancement
Hidden Markov models
Microphones
30 引用 (Scopus)

Student-teacher network learning with enhanced features

Watanabe, S., Hori, T., Le Roux, J. & Hershey, J. R., 2017 6 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5275-5279 5 p. 7953163

研究成果: Conference contribution

Speech enhancement
Students
Degradation
Experiments
2016
13 引用 (Scopus)

Automation of system building for state-of-the-art large vocabulary speech recognition using evolution strategy

Moriya, T., Tanaka, T., Shinozaki, T., Watanabe, S. & Duh, K., 2016 2 10, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 610-616 7 p. 7404852

研究成果: Conference contribution

Speech recognition
Automation
Supercomputers
Cloud computing
Covariance matrix
65 引用 (Scopus)

Deep beamforming networks for multi-channel speech recognition

Xiao, X., Watanabe, S., Erdogan, H., Lu, L., Hershey, J., Seltzer, M. L., Chen, G., Zhang, Y., Mandel, M. & Yu, D., 2016 5 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2016-May. p. 5745-5749 5 p. 7472778

研究成果: Conference contribution

Beamforming
Speech recognition
Acoustics
Reverberation
Microphones
234 引用 (Scopus)

Deep clustering: Discriminative embeddings for segmentation and separation

Hershey, J. R., Chen, Z., Le Roux, J. & Watanabe, S., 2016 5 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2016-May. p. 31-35 5 p. 7471631

研究成果: Conference contribution

Source separation
Labels
Experiments
Deep learning
9 引用 (Scopus)

Deep unfolding for multichannel source separation

Wisdom, S., Hershey, J., Le Roux, J. & Watanabe, S., 2016 5 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2016-May. p. 121-125 5 p. 7471649

研究成果: Conference contribution

Source separation
Network architecture
4 引用 (Scopus)

Driver confusion status detection using recurrent neural networks

Hori, C., Watanabe, S., Hori, T., Harsham, B. A., Hershey, J., Koji, Y., Fujii, Y. & Furumoto, Y., 2016 8 25, 2016 IEEE International Conference on Multimedia and Expo, ICME 2016. IEEE Computer Society, 巻 2016-August. 7552966

研究成果: Conference contribution

Recurrent neural networks
Navigation systems
Classifiers
Railroad cars
Feedforward neural networks
2 引用 (Scopus)

Feature-space structural MAPLR with regression tree-based multiple transformation matrices for DNN

Kanagawa, H., Tachioka, Y., Watanabe, S. & Ishii, J., 2016 2 19, 2015 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2015. Institute of Electrical and Electronics Engineers Inc., p. 86-92 7 p. 7415425

研究成果: Conference contribution

Regression Tree
Transformation Matrix
Feature Space
Neural Networks
Linear regression
14 引用 (Scopus)

High-accuracy user identification using EEG biometrics

Koike-Akino, T., Mahajan, R., Marks, T. K., Wang, Y., Watanabe, S., Tuzel, O. & Orlik, P., 2016 10 13, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2016. Institute of Electrical and Electronics Engineers Inc., 巻 2016-October. p. 854-858 5 p. 7590835

研究成果: Conference contribution

Biometrics
Electroencephalography
Evoked Potentials
Brain Waves
P300 Event-Related Potentials
6 引用 (Scopus)

Minimum word error training of long short-term memory recurrent neural network language models for speech recognition

Hori, T., Hori, C., Watanabe, S. & Hershey, J. R., 2016 5 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2016-May. p. 5990-5994 5 p. 7472827

研究成果: Conference contribution

Recurrent neural networks
Speech recognition
Long short-term memory
Maximum likelihood
Entropy
17 引用 (Scopus)

Robust speech recognition in unknown reverberant and noisy conditions

Hsiao, R., Ma, J., Hartmann, W., Karafiát, M., Grézl, F., Burget, L., Szöke, I., Černocky, J. H., Watanabe, S., Chen, Z., Mallidi, S. H., Hermansky, H., Tsakalidis, S. & Schwartz, R., 2016 2 10, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 533-538 6 p. 7404841

研究成果: Conference contribution

Speech recognition
Speech enhancement
Microphones
Telephone
Acoustics
32 引用 (Scopus)

Sequence summarizing neural network for speaker adaptation

Vesely, K., Watanabe, S., Zmolikova, K., Karafiat, M., Burget, L. & Cernocky, J. H., 2016 5 18, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2016-May. p. 5315-5319 5 p. 7472692

研究成果: Conference contribution

Neural networks
Acoustics
35 引用 (Scopus)

The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition

Hori, T., Chen, Z., Erdogan, H., Hershey, J. R., Le Roux, J., Mitra, V. & Watanabe, S., 2016 2 10, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 475-481 7 p. 7404833

研究成果: Conference contribution

Beamforming
Speech recognition
Feature extraction
Recurrent neural networks
Speech enhancement
274 引用 (Scopus)

The third 'CHiME' speech separation and recognition challenge: Dataset, task and baselines

Barker, J., Marxer, R., Vincent, E. & Watanabe, S., 2016 2 10, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 504-511 8 p. 7404837

研究成果: Conference contribution

Speech recognition
Array processing
Microphones
Signal processing
Acoustics
2015
8 引用 (Scopus)

Discriminative method for recurrent neural network language models

Tachioka, Y. & Watanabe, S., 2015 8 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2015-August. p. 5386-5390 5 p. 7179000

研究成果: Conference contribution

Recurrent neural networks
Speech recognition
Entropy
Continuous speech recognition
Acoustics
3 引用 (Scopus)

Driver prediction to improve interaction with in-vehicle HMI

Harsham, B., Watanabe, S., Esenther, A., Hershey, J., Le Roux, J., Luan, Y., Nikovski, D. & Potluru, V., 2015, 7th Biennial Workshop on Digital Signal Processing for In-Vehicle Systems and Safety 2015. University of Texas at Dallas, p. 1-8 8 p.

研究成果: Conference contribution

Railroad cars
Time and motion study
Vehicle performance
Learning systems
Accidents
189 引用 (Scopus)

Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks

Erdogan, H., Hershey, J. R., Watanabe, S. & Le Roux, J., 2015 8 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2015-August. p. 708-712 5 p. 7178061

研究成果: Conference contribution

Recurrent neural networks
Speech recognition
Signal to noise ratio
Experiments
170 引用 (Scopus)

Speech enhancement with LSTM recurrent neural networks and its application to noise-robust ASR

Weninger, F., Erdogan, H., Watanabe, S., Vincent, E., Le Roux, J., Hershey, J. R. & Schuller, B., 2015, Latent Variable Analysis and Signal Separation - 12th International Conference, LVA/ICA 2015, Proceedings. Springer Verlag, 巻 9237. p. 91-99 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 9237).

研究成果: Conference contribution

Speech Enhancement
Speech enhancement
Automatic Speech Recognition
Memory Term
Recurrent neural networks
22 引用 (Scopus)

Structure discovery of deep neural network based on evolutionary algorithms

Shinozaki, T. & Watanabe, S., 2015 8 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 巻 2015-August. p. 4979-4983 5 p. 7178918

研究成果: Conference contribution

Evolutionary algorithms
Tuning
Speech processing
Covariance matrix
Deep neural networks