Efficient Ensemble Architecture for Multimodal Acoustic and Textual Embeddings in Punctuation Restoration using Time-Delay Neural Networks

XY Liu, H Beigi - arXiv preprint arXiv:2302.13376, 2023 - arxiv.org
Punctuation restoration plays an essential role in the post-processing procedure of
automatic speech recognition, but model efficiency is a key requirement for this task. To that …

[PDF][PDF] PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts

Y Li, P Liu, X Wu, H Meng - Proc. Interspeech 2023, 2023 - isca-archive.org
Punctuation restoration from unsegmented speech transcripts is an essential task to improve
the readability of transcripts and can facilitate various downstream NLP tasks. However …

Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network

XY Liu, H Beigi - 2024 18th International Conference on …, 2024 - ieeexplore.ieee.org
Punctuation restoration plays an essential role in the post-processing procedure of
automatic speech recognition, but model efficiency is a key requirement for this task. To that …

[PDF][PDF] Efficient Ensemble with Time-Delay Neural Network for Punctuation Restoration

XY Liu, H Beigi - researchgate.net
Punctuation restoration plays an essential role in the postprocessing procedure of automatic
speech recognition, but model efficiency is a key requirement for this task. To that end, we …