沈鵬 (PENG SHEN) - マイポータル

基本情報

所属: 国立研究開発法人情報通信研究機構主任研究員

学位: 博士(岐阜大学)

J-GLOBAL ID: 201801020575169782
researchmap会員ID: B000331155

研究キーワード

研究分野

情報通信 / 知覚情報処理 / 音声認識、信号処理

経歴

2020年4月 - 現在

国立研究開発法人情報通信研究機構, 主任研究員
2014年4月 - 2020年3月

国立研究開発法人情報通信研究機構, 研究員

学歴

2007年 - 2013年

岐阜大学

受賞

2020年10月

国際会議Interspeechの短い発話話者識別コンテスト 2位, ISCA Interspeech
2015年4月

団体優秀賞, NICT
2014年12月

英語認識評価世界一, 音声翻訳国際ワークショップ

論文

Cross-modal alignment with optimal transport for CTC-based ASR

X. Lu, P. Shen, Y. Tsao, H. Kawai

IEEE ASRU 2023年12月査読有り
Generative linguistic representation for spoken language identification

P. Shen, X. Lu, H. Kawai

IEEE ASRU 2023年12月査読有り筆頭著者責任著者
Transducer-based language embedding for spoken language identification

P. Shen, X. Lu, H. Kawai

ISCA Interspeech 2022年査読有り筆頭著者責任著者
Pronunciation-aware unique character encoding for RNN Transducer-based Mandarin speech recognition

P. Shen, X. Lu, H. Kawai

IEEE SLT 2022年査読有り筆頭著者責任著者
Unsupervised neural adaptation model based on optimal transport for spoken language identification

X. Lu, P. Shen, Y. Tsao, H. Kawai

IEEE ICASSP 2022年査読有り
Siamese Neural Network with Joint Bayesian Model Structure for Speaker Verification

X. Lu, P. Shen, Y. Tsao, H. Kawai

APSIPA ASC 2021年査読有り
Coupling a Generative Model With a Discriminative Learning Framework for Speaker Verification

Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai

IEEE/ACM Transactions on Audio, Speech, and Language Processing 29 3631-3641 2021年査読有り
Joint Training End-to-End Speech Recognition Systems with Speaker Attributes

S. Li, X. Lu, R. Dabre, P. Shen, H. Kawai

ISCA-Odyssey (The Speaker and Language Recognition Workshop) 2020年11月査読有り
Compensation on x-vector for short utterance spoken language identification

P. Shen, X. Lu, K. Sugiura, S. Li, H. Kawai

ISCA-Odyssey (The Speaker and Language Recognition Workshop) 2020年11月査読有り
Investigation of NICT submission for short-duration speaker verification challenge 2020

Peng Shen, Xugang Lu, Hisashi Kawai

Interspeech 2020年10月査読有り筆頭著者責任著者
Knowledge distillation-based representation learning for short-utterance spoken language identification

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

IEEE/ACM Trans. on Audio, Speech and Language Processing 28 2674-2683 2020年査読有り筆頭著者責任著者
Class-wise centroid distance metric learning for acoustic event detection

Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai

in Proc. of Interspeech 2019年査読有り
Investigating radical-based end-to-end speech recognition systems for Chinese dialects and Japanese

Sheng Li, Xugang Lu, Chenchen Ding, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

in Proc. of Interspeech 2019年査読有り
End-to-End articulatory attribute modeling for low-resource multilingual speech recognition

Sheng Li, Chenchen Ding, Xugang Lu, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

in Proc. of Interspeech 2019年査読有り
Improving transformer-based speech recognition systems with compressed structure and speech attributes augmentation

Sheng Li, Raj Dabre, Xugang Lu, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

in Proc. of Interspeech 2019年査読有り
Interactive learning of teacher-student model for short utterance spoken language identification

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

in Proc. of IEEE-ICASSP 2019年査読有り筆頭著者責任著者
IMPROVING VERY DEEP TIME-DELAY NEURAL NETWORK WITH VERTICAL-ATTENTION FOR EFFECTIVELY TRAINING CTC-BASED ASR SYSTEMS

Sheng Li, Xugang Lu, Ryoichi Takashima, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

2018 IEEE WORKSHOP ON SPOKEN LANGUAGE TECHNOLOGY (SLT 2018) 77-83 2018年査読有り
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks

Sheng Li, Xugang Lu, Ryoichi Takashima, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6 3708-3712 2018年査読有り
Feature Representation of Short Utterances Based on Knowledge Distillation for Spoken Language Identification.

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

in Proc. of Interspeech 1813-1817 2018年査読有り筆頭著者責任著者
Temporal Attentive Pooling for Acoustic Event Detection.

Xugang Lu, Peng Shen, Sheng Li, Yu Tsao, Hisashi Kawai

in Proc. of Interspeech 1354-1357 2018年査読有り

もっとみる

MISC

Investigation on Multi-task Universal Speech Models

P. Shen, X. Lu, H. Kawai

Autumn Meeting of Acoustical Society of Japan 2023年9月
Investigation on sub-character tokenization for RNN-Transducer

P. Shen, X. Lu, H. Kawai

Autumn Meeting of Acoustical Society of Japan 2022年9月
Unsupervised Feature Learning based on wav2vec for Cross-channel Spoken Language Identification

T. Yoshimoto, P. Shen, X. Lu, R. Takashima, T. Takiguchi, H. Kawai

Acoustical Society of Japan, spring 2021年
A Study on Language Modeling with BERT-based Word Embedding

T. Ogura, M. Fujimoto, P. Shen, X. Lu, H. Kawai

Acoustical Society of Japan 2021年
Improvement of x-vector for short utterance spoken language identification

P. Shen, X. Lu, K. Sugiura, S. Li, H. Kawai

Acoustical Society of Japan, spring 2020年3月
End-to-End Articulatory Attribute Modeling for Low-resource Multilingual Speech Recognition

S. Li, C. Ding, X. Lu, P. Shen, H. Kawai

Acoustical Society of Japan, spring 2020年
Joint Training End-to-End Systems for Speech and Speaker Recognition with Speaker Attributes

S. Li, X. Lu, R. Dabre, P. Shen, H. Kawai

Acoustical Society of Japan, spring 2020年
Investigation of multi-domain training for speech recognition

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

Spring Meeting of Acoustical Society of Japan 2019年
Improving CTC-based Acoustic Model with Very Deep Residual Time-delay Neural Networks

Sheng Li, Xugang Lu, Ryoichi Takashima, Peng Shen, Tatsuya Kawahara, Hisashi Kawai

19TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2018), VOLS 1-6 3708-3712 2018年
An empirical comparison of sequence training methods for the very deep residual time-delay neural network

Sheng Li, Xugang Lu, Ryoichi Takashima, Peng Shen, Hisashi Kawai

Autumn Meeting of Acoustical Society of Japan 2018年
Short utterance-based spoken language identification

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

Autumn Meeting of Acoustical Society of Japan 2018年
Very deep convolutional residual network acoustic models for Japanese lecture transcription

Sheng Li, Xugang Lu, Peng Shen, Hisashi Kawai

Autumn Meeting of Acoustical Society of Japan 2017年
cGAN-classifier: Conditional Generative Adversarial Nets for Classification

Peng Shen, Xugang Lu, Sheng Li, Hisashi Kawai

Autumn Meeting of Acoustical Society of Japan 2017年
Investigation on nonparametric discriminant analysis for language identification

Peng Shen, Xugang Lu, Hisashi Kawai

Spring Meeting of Acoustical Society of Japan 2016年
Building WFST based Grapheme to Phoneme Conversion for Khmer

Kak Soky, Xugang Lu, Peng Shen, Hiroaki Kato, Hisashi Kawai, Chuon Vanna, Vichet Chea

KNLP 2016年
The 2014 NICT Automatic Speech Recognition System

Peng Shen, Xugang Lu, Xinhui Hu, Naoyuki Kanda, Masahiro Saiko, Chiori Hori

Spring Meeting of Acoustical Society of Japan 2015年
Recent efforts for high-performance multimodal speech recognition

Satoshi Tamura, Peng Shen, Hiroya Okuda, Naoya Ukai, Takuya Kawasaki, Takumi Seko, Satoru Hayamizu

Information Processing Society of Japan 112(369) 41-46 2012年
Development of Real-time Audio-Visual Speech Recognition System

Peng Shen, Satoshi Tamura, Satoru Hayamizu

Spring Meeting of Acoustical Society of Japan 2010年

所属学協会

共同研究・競争的資金等の研究課題

Self-supervised graph-based representation for language and speaker detection

Japan Society for the Promotion of Science Grants-in-Aid for Scientific Research Grant-in-Aid for Early-Career Scientists 2021年4月 - 2024年3月

学術貢献活動

音響学会関西支部評議員

審査・評価

2023年4月1日 - 2025年4月1日