Takaaki Hori

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 107

Top Venues

Publications

Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe
End-to-End Speech Recognition: A Survey. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Pawel Swietojanski, Stefan Braun, Dogan Can, Thiago Fraga da Silva, Arnab Ghoshal, Takaaki Hori, Roger Hsiao, Henry Mason, Erik McDermott, Honza Silovsky, Ruchir Travadi, Xiaodan Zhuang
Variable Attention Masking for Configurable Transformer Transducer Speech Recognition. ICASSP (2023)
Rohit Prabhavalkar, Takaaki Hori, Tara N. Sainath, Ralf Schlüter, Shinji Watanabe
End-to-End Speech Recognition: A Survey. CoRR (2023)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling: Semi-Supervised ASR With Continuously Improving Pseudo-Labels. IEEE J. Sel. Top. Signal Process. 16 (6) (2022)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Low-Latency Online Streaming VideoQA Using Audio-Visual Transformers. INTERSPEECH (2022)
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
Audio-Visual Scene-Aware Dialog and Reasoning Using Audio-Visual Transformers with Joint Student-Teacher Learning. ICASSP (2022)
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Sequence Transduction with Graph-Based Supervision. ICASSP (2022)
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. ICASSP (2022)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. ICASSP (2022)
Pawel Swietojanski, Stefan Braun, Dogan Can, Thiago Fraga da Silva, Arnab Ghoshal, Takaaki Hori, Roger Hsiao, Henry Mason, Erik McDermott, Honza Silovsky, Ruchir Travadi, Xiaodan Zhuang
Variable Attention Masking for Configurable Transformer Transducer Speech Recognition. CoRR (2022)
Xuankai Chang, Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Extended Graph Temporal Classification for Multi-Speaker End-to-End ASR. CoRR (2022)
Ankit P. Shah, Shijie Geng, Peng Gao, Anoop Cherian, Takaaki Hori, Tim K. Marks, Jonathan Le Roux, Chiori Hori
Audio-Visual Scene-Aware Dialog and Reasoning using Audio-Visual Transformers with Joint Student-Teacher Learning. CoRR (2021)
Niko Moritz, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux
Sequence Transduction with Graph-based Supervision. CoRR (2021)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. ICASSP (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. CoRR (2021)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Advanced Long-context End-to-end Speech Recognition Using Context-expanded Transformers. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Capturing Multi-Resolution Context by Dilated Self-Attention. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification. ICASSP (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Advancing Momentum Pseudo-Labeling with Conformer and Initialization Strategy. CoRR (2021)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition. Interspeech (2021)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Advanced Long-Context End-to-End Speech Recognition Using Context-Expanded Transformers. Interspeech (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. Interspeech (2021)
Yosuke Higuchi, Niko Moritz, Jonathan Le Roux, Takaaki Hori
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition. CoRR (2021)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Capturing Multi-Resolution Context by Dilated Self-Attention. ICASSP (2021)
Chiori Hori, Takaaki Hori, Jonathan Le Roux
Optimizing Latency for Online Video Captioning Using Audio-Visual Transformers. Interspeech (2021)
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Speaker Adaptation Using Attention-Based Speaker Memory for End-to-End ASR. ICASSP (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Streaming Automatic Speech Recognition with the Transformer Model. ICASSP (2020)
Leda Sari, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Speaker Adaptation using Attention-based Speaker Memory for End-to-End ASR. CoRR (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Streaming automatic speech recognition with the transformer model. CoRR (2020)
Sameer Khurana, Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training. CoRR (2020)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Semi-Supervised Speech Recognition via Graph-based Temporal Classification. CoRR (2020)
Peng Gao, Chiori Hori, Shijie Geng, Takaaki Hori, Jonathan Le Roux
Multi-Pass Transformer for Machine Translation. CoRR (2020)
Takaaki Hori, Niko Moritz, Chiori Hori, Jonathan Le Roux
Transformer-Based Long-Context End-to-End Speech Recognition. INTERSPEECH (2020)
Niko Moritz, Gordon Wichern, Takaaki Hori, Jonathan Le Roux
All-in-One Transformer: Unifying Speech Recognition, Audio Tagging, and Event Detection. INTERSPEECH (2020)
Shinji Watanabe, Florian Boyer, Xuankai Chang, Pengcheng Guo, Tomoki Hayashi, Yosuke Higuchi, Takaaki Hori, Wen-Chin Huang, Hirofumi Inaguma, Naoyuki Kamo, Shigeki Karita, Chenda Li, Jing Shi, Aswin Shanmugam Subramanian, Wangyou Zhang
The 2020 ESPnet update: new features, broadened applications, performance improvements, and future plans. CoRR (2020)
Ruizhi Li, Xiaofei Wang, Sri Harish Mallidi, Shinji Watanabe, Takaaki Hori, Hynek Hermansky
Multi-Stream End-to-End Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Chiori Hori, Anoop Cherian, Tim K. Marks, Takaaki Hori
Joint Student-Teacher Learning for Audio-Visual Scene-Aware Dialog. INTERSPEECH (2019)
Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang
A Comparative Study on Transformer vs RNN in Speech Applications. CoRR (2019)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
End-to-End Multilingual Multi-Speaker Speech Recognition. INTERSPEECH (2019)
Takaaki Hori, Ramón Fernandez Astudillo, Tomoki Hayashi, Yu Zhang, Shinji Watanabe, Jonathan Le Roux
Cycle-consistency Training for End-to-end Speech Recognition. ICASSP (2019)
Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP (2019)
Murali Karthick Baskar, Shinji Watanabe, Ramón Fernandez Astudillo, Takaaki Hori, Lukás Burget, Jan Cernocký
Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text. INTERSPEECH (2019)
Chiori Hori, Julien Perez, Ryuichiro Higashinaka, Takaaki Hori, Y-Lan Boureau, Michimasa Inaba, Yuiko Tsunomori, Tetsuro Takahashi, Koichiro Yoshino, Seokhwan Kim
Overview of the sixth dialog system technology challenge: DSTC6. Comput. Speech Lang. 55 (2019)
Nelson Yalta, Shinji Watanabe, Takaaki Hori, Kazuhiro Nakadai, Tetsuya Ogata
. EUSIPCO (2019)
Jaejin Cho, Shinji Watanabe, Takaaki Hori, Murali Karthick Baskar, Hirofumi Inaguma, Jesús Villalba, Najim Dehak
Language Model Integration Based on Memory Control for Sequence to Sequence Speech Recognition. ICASSP (2019)
Murali Karthick Baskar, Shinji Watanabe, Ramón Fernandez Astudillo, Takaaki Hori, Lukás Burget, Jan Cernocký
Self-supervised Sequence-to-sequence ASR using Unpaired Speech and Text. CoRR (2019)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Niko Moritz, Jonathan Le Roux
Vectorized Beam Search for CTC-Attention-Based Speech Recognition. INTERSPEECH (2019)
Murali Karthick Baskar, Lukás Burget, Shinji Watanabe, Martin Karafiát, Takaaki Hori, Jan Honza Cernocký
Promising Accurate Prefix Boosting for Sequence-to-sequence ASR. ICASSP (2019)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Triggered Attention for End-to-end Speech Recognition. ICASSP (2019)
Xiaofei Wang, Ruizhi Li, Sri Harish Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Stream Attention-based Multi-array End-to-end Speech Recognition. ICASSP (2019)
Shigeki Karita, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto
A Comparative Study on Transformer vs RNN in Speech Applications. ASRU (2019)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition. INTERSPEECH (2019)
Takaaki Hori, Wen Wang, Yusuke Koji, Chiori Hori, Bret Harsham, John R. Hershey
Adversarial training and decoding strategies for end-to-end neural conversation models. Comput. Speech Lang. 54 (2019)
Ruizhi Li, Xiaofei Wang, Sri Harish Mallidi, Shinji Watanabe, Takaaki Hori, Hynek Hermansky
Multi-Stream End-to-End Speech Recognition. CoRR (2019)
Niko Moritz, Takaaki Hori, Jonathan Le Roux
Streaming End-to-End Speech Recognition with Joint CTC-Attention Based Models. ASRU (2019)
Martin Karafiát, Murali Karthick Baskar, Shinji Watanabe, Takaaki Hori, Matthew Wiesner, Jan Cernocký
Analysis of Multilingual Sequence-to-Sequence Speech Recognition Systems. INTERSPEECH (2019)
Shane Settle, Jonathan Le Roux, Takaaki Hori, Shinji Watanabe, John R. Hershey
End-to-End Multi-Speaker Speech Recognition. ICASSP (2018)
Nelson Yalta, Shinji Watanabe, Takaaki Hori, Kazuhiro Nakadai, Tetsuya Ogata
CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments. CoRR (2018)
Hiroshi Seki, Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
An End-to-End Language-Tracking Speech Recognizer for Mixed-Language Speech. ICASSP (2018)
Ruizhi Li, Xiaofei Wang, Sri Harish Reddy Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Multi-encoder multi-resolution framework for end-to-end speech recognition. CoRR (2018)
Martin Karafiát, Murali Karthick Baskar, Shinji Watanabe, Takaaki Hori, Matthew Wiesner, Jan Honza Cernocký
Analysis of Multilingual Sequence-to-Sequence speech recognition systems. CoRR (2018)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
A Purely End-to-end System for Multi-speaker Speech Recognition. CoRR (2018)
Takaaki Hori, Ramón Fernandez Astudillo, Tomoki Hayashi, Yu Zhang, Shinji Watanabe, Jonathan Le Roux
Cycle-consistency training for end-to-end speech recognition. CoRR (2018)
Murali Karthick Baskar, Lukás Burget, Shinji Watanabe, Martin Karafiát, Takaaki Hori, Jan Honza Cernocký
Promising Accurate Prefix Boosting for sequence-to-sequence ASR. CoRR (2018)
Tomoki Hayashi, Shinji Watanabe, Yu Zhang, Tomoki Toda, Takaaki Hori, Ramón Fernandez Astudillo, Kazuya Takeda
Back-Translation-Style Data Augmentation for End-to-End ASR. CoRR (2018)
Tsubasa Ochiai, Shinji Watanabe, Shigeru Katagiri, Takaaki Hori, John R. Hershey
Speaker Adaptation for Multichannel End-to-End Speech Recognition. ICASSP (2018)
Takaaki Hori, Jaejin Cho, Shinji Watanabe
End-to-end Speech Recognition With Word-Based Rnn Language Models. SLT (2018)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe, Jonathan Le Roux, John R. Hershey
A Purely End-to-End System for Multi-speaker Speech Recognition. ACL (1) (2018)
Jaejin Cho, Murali Karthick Baskar, Ruizhi Li, Matthew Wiesner, Sri Harish Reddy Mallidi, Nelson Yalta, Martin Karafiát, Shinji Watanabe, Takaaki Hori
Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling. CoRR (2018)
Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
ESPnet: End-to-End Speech Processing Toolkit. INTERSPEECH (2018)
Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR (2018)
Shinji Watanabe, Takaaki Hori, Shigeki Karita, Tomoki Hayashi, Jiro Nishitoba, Yuya Unno, Nelson Enrique Yalta Soplin, Jahn Heymann, Matthew Wiesner, Nanxin Chen, Adithya Renduchintala, Tsubasa Ochiai
ESPnet: End-to-End Speech Processing Toolkit. CoRR (2018)
Jaejin Cho, Murali Karthick Baskar, Ruizhi Li, Matthew Wiesner, Sri Harish Mallidi, Nelson Yalta, Martin Karafiát, Shinji Watanabe, Takaaki Hori
Multilingual Sequence-to-Sequence Speech Recognition: Architecture, Transfer Learning, and Language Modeling. SLT (2018)
Tomoki Hayashi, Shinji Watanabe, Yu Zhang, Tomoki Toda, Takaaki Hori, Ramón Fernandez Astudillo, Kazuya Takeda
Back-Translation-Style Data Augmentation for end-to-end ASR. SLT (2018)
Xiaofei Wang, Ruizhi Li, Sri Harish Mallidi, Takaaki Hori, Shinji Watanabe, Hynek Hermansky
Stream attention-based multi-array end-to-end speech recognition. CoRR (2018)
Hiroshi Seki, Takaaki Hori, Shinji Watanabe
Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition. CoRR (2018)
Jaejin Cho, Shinji Watanabe, Takaaki Hori, Murali Karthick Baskar, Hirofumi Inaguma, Jesús Villalba, Najim Dehak
Language model integration based on memory control for sequence to sequence speech recognition. CoRR (2018)
Chiori Hori, Takaaki Hori, Gordon Wichern, Jue Wang, Teng-Yok Lee, Anoop Cherian, Tim K. Marks
Multimodal Attention for Fusion of Audio and Spatiotemporal Features for Video Description. CVPR Workshops (2018)
Takaaki Hori, Jaejin Cho, Shinji Watanabe
End-to-end Speech Recognition with Word-based RNN Language Models. CoRR (2018)
Shinji Watanabe, Takaaki Hori, Jonathan Le Roux, John R. Hershey
Student-teacher network learning with enhanced features. ICASSP (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey
Multichannel End-to-end Speech Recognition. CoRR (2017)
Shinji Watanabe, Takaaki Hori, Suyoun Kim, John R. Hershey, Tomoki Hayashi
Hybrid CTC/Attention Architecture for End-to-End Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Takaaki Hori, Shinji Watanabe, John R. Hershey
Multi-level language modeling and decoding for open vocabulary end-to-end speech recognition. ASRU (2017)
Atsunori Ogawa, Takaaki Hori
Error detection and accuracy estimation in automatic speech recognition using deep bidirectional recurrent neural networks. Speech Commun. 89 (2017)
Chiori Hori, Takaaki Hori
End-to-end Conversation Modeling Track in DSTC6. CoRR (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey
Multichannel End-to-end Speech Recognition. ICML (2017)
Chiori Hori, Takaaki Hori, Teng-Yok Lee, Ziming Zhang, Bret Harsham, John R. Hershey, Tim K. Marks, Kazuhiro Sumi
Attention-Based Multimodal Fusion for Video Description. ICCV (2017)
Takaaki Hori, Shinji Watanabe, Yu Zhang, William Chan
Advances in Joint CTC-Attention Based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM. INTERSPEECH (2017)
Takaaki Hori, Shinji Watanabe, Yu Zhang, William Chan
Advances in Joint CTC-Attention based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM. CoRR (2017)
Takaaki Hori, Zhuo Chen, Hakan Erdogan, John R. Hershey, Jonathan Le Roux, Vikramjit Mitra, Shinji Watanabe
Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend. Comput. Speech Lang. 46 (2017)
Takaaki Hori, Shinji Watanabe, John R. Hershey
Joint CTC/attention decoding for end-to-end speech recognition. ACL (1) (2017)
Tsubasa Ochiai, Shinji Watanabe, Takaaki Hori, John R. Hershey, Xiong Xiao
Unified Architecture for Multichannel End-to-End Speech Recognition With Neural Beamforming. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Shinji Watanabe, Takaaki Hori, John R. Hershey
Language independent end-to-end architecture for joint language identification and speech recognition. ASRU (2017)
Chiori Hori, Takaaki Hori, Tim K. Marks, John R. Hershey
Early and late integration of audio features for automatic video description. ASRU (2017)
Suyoun Kim, Takaaki Hori, Shinji Watanabe
Joint CTC-attention based end-to-end speech recognition using multi-task learning. ICASSP (2017)
Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda
BLSTM-HMM hybrid system combined with sound activity detection network for polyphonic Sound Event Detection. ICASSP (2017)
Tomoki Hayashi, Shinji Watanabe, Tomoki Toda, Takaaki Hori, Jonathan Le Roux, Kazuya Takeda
Duration-Controlled LSTM for Polyphonic Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 25 (11) (2017)
Chiori Hori, Takaaki Hori, Teng-Yok Lee, Kazuhiro Sumi, John R. Hershey, Tim K. Marks
Attention-Based Multimodal Fusion for Video Description. CoRR (2017)
Takaaki Hori, Hai Wang, Chiori Hori, Shinji Watanabe, Bret Harsham, Jonathan Le Roux, John R. Hershey, Yusuke Koji, Yi Jing, Zhaocheng Zhu, Takeyuki Aikawa
Dialog state tracking with attention-based sequence-to-sequence learning. SLT (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Takaaki Hori