Research
NLP
SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation
November 9, 2020
Abstract
Simultaneous text translation and end-to-end speech translation have recently made great progress but little work has combined these tasks together. We investigate how to adapt simultaneous text translation methods such as wait-k and monotonic multihead attention to end-to-end simultaneous speech translation by introducing a pre-decision module. A detailed analysis is provided on the latency-quality trade-offs of combining fixed and flexible predecision with fixed and flexible policies. We also design a novel computation-aware latency metric, adapted from Average Lagging.
AUTHORS
Publisher
Asia-Pacific Chapter of the Association for Computational Linguistics Conference AACL 2020
Research Topics
Related Publications
April 25, 2025
NLP
ReasonIR: Training Retrievers for Reasoning Tasks
Rulin Shao, Qiao Rui, Varsha Kishore, Niklas Muennighoff, Victoria Lin, Daniela Rus, Bryan Kian Hsiang Low, Sewon Min, Scott Yih, Pang Wei Koh, Luke Zettlemoyer
April 25, 2025
April 17, 2025
Human & Machine Intelligence
Conversational AI
Collaborative Reasoner: Self-improving Social Agents with Synthetic Conversations
Ansong Ni, Ruta Desai, Yang Li, Xinjie Lei, Dong Wang, Ramya Raghavendra, Gargi Ghosh, Daniel Li (FAIR), Asli Celikyilmaz
April 17, 2025
March 17, 2025
NLP
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs
Zhaofeng Wu, Michihiro Yasunaga, Andrew Cohen, Yoon Kim, Asli Celikyilmaz, Marjan Ghazvininejad
March 17, 2025
February 06, 2025
NLP
Brain-to-Text Decoding: A Non-invasive Approach via Typing
Jarod Levy, Mingfang (Lucy) Zhang, Svetlana Pinet, Jérémy Rapin, Hubert Jacob Banville, Stéphane d'Ascoli, Jean Remi King
February 06, 2025
April 30, 2018
NLP
Speech & Audio
Identifying Analogies Across Domains | Facebook AI Research
Yedid Hoshen, Lior Wolf
April 30, 2018
November 01, 2018
NLP
Computer Vision
Non-Adversarial Unsupervised Word Translation | Facebook AI Research
Yedid Hoshen, Lior Wolf
November 01, 2018
December 02, 2018
NLP
Computer Vision
One-Shot Unsupervised Cross Domain Translation | Facebook AI Research
Sagie Benaim, Lior Wolf
December 02, 2018
June 30, 2019
NLP
Variational Training for Large-Scale Noisy-OR Bayesian Networks | Facebook AI Research
Geng Ji, Dehua Cheng, Huazhong Ning, Changhe Yuan, Hanning Zhou, Liang Xiong, Erik B. Sudderth
June 30, 2019
Help Us Pioneer The Future of AI
We share our open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.
Our approach
Latest news
Foundational models
Meta © 2025