@inproceedings{44ab0e8e84f04517aac81d39b3fec516,
title = "Chunk Size Scheduling for Optimizing the Quality-Latency Trade-off in Simultaneous Speech Translation",
abstract = "This study addresses the quality-latency trade-off in simultaneous speech translation (SimulST) by proposing dynamic chunk size scheduling during evaluation. Traditional approaches wait for full speech before the translation begin, leading to delays. SimulST aims for minimal delay and by starting the translation incrementally. The proposed method schedules changes to chunk size during evaluation to gradually reduce predefined chunk size, aiming to maintain trans-lation quality while reducing latency. Evaluation using the MuST-C v2.0 tst-COMMON dataset shows promising results, especially in high latency regimes for English-to-German translations.",
keywords = "chunk size scheduling, simultaneous speech translation, speech-to-text translation",
author = "Amin, {Iqbal Pahlevi} and Haotian Tan and Kurniawati Azizah and Sakriani Sakti",
note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 27th Conference on the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2024 ; Conference date: 17-10-2024 Through 19-10-2024",
year = "2024",
doi = "10.1109/O-COCOSDA64382.2024.10800559",
language = "English",
series = "2024 27th Conference on the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2024 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
editor = "Ming-Hsiang Su and Jui-Feng Yeh and Yuan-Fu Liao and Chi-Chun Lee and Yu Taso",
booktitle = "2024 27th Conference on the Oriental COCOSDA International Committee for the Co-Ordination and Standardisation of Speech Databases and Assessment Techniques, O-COCOSDA 2024 - Proceedings",
address = "United States",
}