Hayato Futami

According to our database, Hayato Futami authored at least 21 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Hypothesis Clustering and Merging: Novel MultiTalker Speech Recognition with Speaker Tokens.

Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe

CoRR, 2024

Task Arithmetic for Language Expansion in Speech Translation.

Yao-Fei Cheng, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Wen Shen Teo, Siddhant Arora, Shinji Watanabe

CoRR, 2024

Decoder-only Architecture for Streaming End-to-end Speech Recognition.

Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe

CoRR, 2024

Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting.

Yosuke Kashiwagi, Hayato Futami, Emiru Tsunoo, Siddhant Arora, Shinji Watanabe

CoRR, 2024

Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model.

Hayato Futami, Siddhant Arora, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe

CoRR, 2024

UniverSLU: Universal Spoken Language Understanding for Diverse Tasks with Natural Language Instructions.

Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Karen Livescu, Shinji Watanabe

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Phoneme-Aware Encoding for Prefix-Tree-Based Contextual ASR.

Hayato Futami, Emiru Tsunoo, Yosuke Kashiwagi, Hiroaki Ogawa, Siddhant Arora, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

UniverSLU: Universal Spoken Language Understanding for Diverse Classification and Sequence Generation Tasks with a Single Network.

Siddhant Arora, Hayato Futami, Jee-weon Jung, Yifan Peng, Roshan S. Sharma, Yosuke Kashiwagi, Emiru Tsunoo, Shinji Watanabe

CoRR, 2023

Decoder-only Architecture for Speech Recognition with CTC Prompts and Text Data Augmentation.

Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe

CoRR, 2023

Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition.

Emiru Tsunoo, Hayato Futami, Yosuke Kashiwagi, Siddhant Arora, Shinji Watanabe

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Tensor decomposition for minimization of E2E SLU model toward on-device processing.

Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Integrating Pretrained ASR and LM to Perform Sequence Generation for Spoken Language Understanding.

Siddhant Arora, Hayato Futami, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

E-Branchformer-Based E2E SLU Toward Stop on-Device Challenge.

Yosuke Kashiwagi, Siddhant Arora, Hayato Futami, Jessica Huynh, Shih-Lun Wu, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Streaming Joint Speech Recognition and Disfluency Detection.

Hayato Futami, Emiru Tsunoo, Kentaro Shibata, Yosuke Kashiwagi, Takao Okuda, Siddhant Arora, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

The Pipeline System of ASR and NLU with MLM-based data Augmentation Toward Stop Low-Resource Challenge.

Hayato Futami, Jessica Huynh, Siddhant Arora, Shih-Lun Wu, Yosuke Kashiwagi, Yifan Peng, Brian Yan, Emiru Tsunoo, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

A Study on the Integration of Pipeline and E2E SLU Systems for Spoken Semantic Parsing Toward Stop Quality Challenge.

Siddhant Arora, Hayato Futami, Shih-Lun Wu, Jessica Huynh, Yifan Peng, Yosuke Kashiwagi, Emiru Tsunoo, Brian Yan, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

Joint Modelling of Spoken Language Understanding Tasks with Integrated Dialog History.

Siddhant Arora, Hayato Futami, Emiru Tsunoo, Brian Yan, Shinji Watanabe

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Distilling the Knowledge of BERT for CTC-based ASR.

Hayato Futami, Hirofumi Inaguma, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

CoRR, 2022

Non-autoregressive Error Correction for CTC-based ASR with Phone-conditioned Masked LM.

Hayato Futami, Hirofumi Inaguma, Sei Ueno, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

2021

ASR Rescoring and Confidence Estimation with Electra.

Hayato Futami, Hirofumi Inaguma, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Distilling the Knowledge of BERT for Sequence-to-Sequence ASR.

Hayato Futami, Hirofumi Inaguma, Sei Ueno, Masato Mimura, Shinsuke Sakai, Tatsuya Kawahara

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020