CTC Alignments Improve Autoregressive Translation

CTC Alignments Improve Autoregressive Translation

11 October 2022

Siddharth Dalmia

Graham Neubig

Shinji Watanabe

Papers citing "CTC Alignments Improve Autoregressive Translation"

16 / 16 papers shown

Title
Longer is (Not Necessarily) Stronger: Punctuated Long-Sequence Training for Enhanced Speech Recognition and Translation Nithin Rao Koluguri Travis M. Bartley Hainan Xu Oleksii Hrinchuk Jagadeesh Balam Boris Ginsburg Georg Kucsko 52 3 0 09 Sep 2024
OWSM-CTC: An Open Encoder-Only Speech Foundation Model for Speech Recognition, Translation, and Language Identification Yifan Peng Yui Sudo Muhammad Shakeel Shinji Watanabe VLM 51 17 0 20 Feb 2024
Enhancing End-to-End Conversational Speech Translation Through Target Language Context Utilization A. Hussein Brian Yan Antonios Anastasopoulos Shinji Watanabe Sanjeev Khudanpur 46 3 0 27 Sep 2023
Incremental Blockwise Beam Search for Simultaneous Speech Translation with Controllable Quality-Latency Tradeoff Peter Polák Brian Yan Shinji Watanabe A. Waibel Ondrej Bojar 28 9 0 20 Sep 2023
Integration of Frame- and Label-synchronous Beam Search for Streaming Encoder-decoder Speech Recognition E. Tsunoo Hayato Futami Yosuke Kashiwagi Siddhant Arora Shinji Watanabe 32 4 0 24 Jul 2023
Strategies for improving low resource speech to text translation relying on pre-trained ASR models Santosh Kesiraju Marek Sarvaš T. Pavlíček Cécile Macaire Alejandro Ciuba 23 4 0 31 May 2023
CTC-based Non-autoregressive Speech Translation Chen Xu Xiaoqian Liu Xiaowen Liu Qingxuan Sun Yuhao Zhang ... Tom Ko Mingxuan Wang Tong Xiao Anxiang Ma Jingbo Zhu 30 11 0 27 May 2023
BA-SOT: Boundary-Aware Serialized Output Training for Multi-Talker ASR Yuhao Liang Fan Yu Yangze Li Pengcheng Guo Shiliang Zhang Qian Chen Linfu Xie 33 8 0 23 May 2023
A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks Yifan Peng Kwangyoun Kim Felix Wu Brian Yan Siddhant Arora William Chen Jiyang Tang Suwon Shon Prashant Sridhar Shinji Watanabe 34 17 0 18 May 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit Brian Yan Jiatong Shi Yun Tang Hirofumi Inaguma Yifan Peng ... Zhaoheng Ni Moto Hira Soumi Maiti J. Pino Shinji Watanabe 21 20 0 10 Apr 2023
Align, Write, Re-order: Explainable End-to-End Speech Translation via Operation Sequence Generation Motoi Omachi Brian Yan Siddharth Dalmia Yuya Fujita Shinji Watanabe LRM 32 3 0 11 Nov 2022
LegoNN: Building Modular Encoder-Decoder Models Siddharth Dalmia Dmytro Okhonko M. Lewis Sergey Edunov Shinji Watanabe Florian Metze Luke Zettlemoyer Abdel-rahman Mohamed AuLLM MoE 29 14 0 07 Jun 2022
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision Chenyang Huang Hao Zhou Osmar R. Zaïane Lili Mou Lei Li 92 59 0 14 Oct 2021
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates Hirofumi Inaguma Siddharth Dalmia Brian Yan Shinji Watanabe 65 11 0 27 Sep 2021
Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring Hirofumi Inaguma Yosuke Higuchi Kevin Duh Tatsuya Kawahara Shinji Watanabe 63 11 0 09 Sep 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 47 30 0 02 May 2021