SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations

19 December 2022

Papers citing "SegAugment: Maximizing the Utility of Speech Translation Data with Segmentation-based Augmentations"

10 / 10 papers shown

Title
LLaST: Improved End-to-end Speech Translation System Leveraged by Large Language Models Xi Chen Songyang Zhang Qibing Bai Kai-xiang Chen Satoshi Nakamura AuLLM 35 6 0 22 Jul 2024
Lightweight Audio Segmentation for Long-form Speech Translation Jaesong Lee Soyoon Kim Hanbyul Kim Joon Son Chung 31 0 0 15 Jun 2024
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection Sara Papi Marco Gaido Matteo Negri L. Bentivogli 46 3 0 10 Jun 2024
Pushing the Limits of Zero-shot End-to-End Speech Translation Ioannis Tsiamas Gerard I. Gállego José A. R. Fonollosa Marta R. Costa-jussá 28 7 0 16 Feb 2024
Recent Advances in Direct Speech-to-text Translation Chen Xu Rong Ye Qianqian Dong Chengqi Zhao Tom Ko Mingxuan Wang Tong Xiao Jingbo Zhu 12 18 0 20 Jun 2023
Speech Translation with Foundation Models and Optimal Transport: UPC at IWSLT23 Ioannis Tsiamas Gerard I. Gállego José A. R. Fonollosa Marta R. Costa-jussá OT 14 3 0 02 Jun 2023
Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation Tsz Kin Lam Shigehiko Schamoni Stefan Riezler VLM 25 8 0 27 Oct 2022
The Curious Case of Absolute Position Embeddings Koustuv Sinha Amirhossein Kazemnejad Siva Reddy J. Pineau Dieuwke Hupkes Adina Williams 75 15 0 23 Oct 2022
SpeechUT: Bridging Speech and Text with Hidden-Unit for Encoder-Decoder Based Speech-Text Pre-training Zi-Hua Zhang Long Zhou Junyi Ao Shujie Liu Lirong Dai Jinyu Li Furu Wei 61 57 0 07 Oct 2022
Beyond Voice Activity Detection: Hybrid Audio Segmentation for Direct Speech Translation Marco Gaido Matteo Negri Mauro Cettolo Marco Turchi VLM 50 25 0 23 Apr 2021