Capitalization and punctuation restoration: a survey

V Păiş, D Tufiş - Artificial Intelligence Review, 2022 - Springer
Ensuring proper punctuation and letter casing is a key pre-processing step towards applying
complex natural language processing algorithms. This is especially significant for textual …

Improving punctuation restoration for speech transcripts via external data

XY Fu, C Chen, MTR Laskar, SB TN… - arXiv preprint arXiv …, 2021 - arxiv.org
Automatic Speech Recognition (ASR) systems generally do not produce punctuated
transcripts. To make transcripts more readable and follow the expected input format for …

Restoring punctuation and capitalization using transformer models

A Vāravs, A Salimbajevs - … 6th International Conference, SLSP 2018, Mons …, 2018 - Springer
Restoring punctuation and capitalization in the output of automatic speech recognition
(ASR) system greatly improves readability and extends the number of downstream …

Punctuation prediction using a bidirectional recurrent neural network with part-of-speech tagging

CC Juin, RXJ Wei, LF D'Haro… - TENCON 2017-2017 …, 2017 - ieeexplore.ieee.org
Most automatic speech recognition (ASR) systems are incapable of generating punctuation,
making it difficult to read the transcribed output and less appropriate for tasks such as …

Comparison of recurrent neural networks for slovak punctuation restoration

D Hládek, J Staš, S Ondáš - 2019 10th IEEE International …, 2019 - ieeexplore.ieee.org
The paper proposes a punctuation restoration system based on a recurrent neural network
that supplements a Slovak automatic speech recognition system. It compares methods …

[PDF][PDF] System for Speech Transcription and Post-Editing in Microsoft Word.

A Salimbajevs, I Ikauniece - INTERSPEECH, 2017 - isca-archive.org
In this demonstration paper, we introduce a transcription service that can be used for
transcription of different meetings, sessions etc. The service performs speaker diarization …

Modelling latvian language for automatic speech recognition

A Salimbajevs - 2019 - dspace.lu.lv
In recent years, the success of speech technologies like speech recognition and speech
synthesis for languages like English has prompted a new excitement about spoken …