no code implementations • 5 Feb 2024 • Xiliang Zhu, Chia-Tien Chang, Shayna Gardiner, David Rossouw, Jonas Robertson
Punctuation restoration is a crucial step after Automatic Speech Recognition (ASR) systems to enhance transcript readability and facilitate subsequent NLP tasks.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +4
no code implementations • 24 Oct 2022 • Xue-Yong Fu, Cheng Chen, Md Tahmid Rahman Laskar, Shayna Gardiner, Pooja Hiranandani, Shashi Bhushan TN
Entity-level sentiment analysis predicts the sentiment about entities mentioned in a given text.
no code implementations • 3 Jun 2022 • Xiliang Zhu, David Rossouw, Shayna Gardiner, Simon Corston-Oliver
Pre-trained contextualized embedding models such as BERT are a standard building block in many natural language processing systems.
no code implementations • DeepLo 2022 • Xiliang Zhu, Shayna Gardiner, David Rossouw, Tere Roldán, Simon Corston-Oliver
Automatic Speech Recognition (ASR) systems typically produce unpunctuated transcripts that have poor readability.
Automatic Speech Recognition Automatic Speech Recognition (ASR) +5
no code implementations • NAACL (ACL) 2022 • Elena Khasanova, Pooja Hiranandani, Shayna Gardiner, Cheng Chen, Xue-Yong Fu, Simon Corston-Oliver
In this paper we describe our implementation of a commercial system to detect Purpose of Call statements in English business call transcripts in real time.