Joint prediction of truecasing and punctuation for conversational speech
in low-resource scenarios

Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios

13 September 2021

Agnieszka Mikołajczyk

Najim Dehak

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Papers citing "Joint prediction of truecasing and punctuation for conversational speech in low-resource scenarios"

12 / 12 papers shown

Title
What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition Piotr Żelasko R. Pappagari Najim Dehak 48 14 0 05 Jul 2021
SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition Patrick K. O’Neill Vitaly Lavrukhin Somshubra Majumdar Vahid Noroozi Yuekai Zhang ... Keenan Freyberg Michael D. Shulman Boris Ginsburg Shinji Watanabe Georg Kucsko AI4TS 70 64 0 05 Apr 2021
Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech Monica Sunkara S. Ronanki Dhanush Bekal S. Bodapati Katrin Kirchhoff 50 32 0 03 Aug 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR Monica Sunkara S. Ronanki Kalpit Dixit S. Bodapati Katrin Kirchhoff 34 33 0 04 Jul 2020
Punctuation Prediction in Spontaneous Conversations: Can We Mitigate ASR Errors with Retrofitted Word Embeddings? Lukasz Augustyniak Piotr Szymañski Mikolaj Morzy Piotr Żelasko Adrian Szymczak Jan Mizgajski Yishay Carmiel Najim Dehak KELM 24 7 0 13 Apr 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context Zihang Dai Zhilin Yang Yiming Yang J. Carbonell Quoc V. Le Ruslan Salakhutdinov VLM 250 3,730 0 09 Jan 2019
A standardized Project Gutenberg corpus for statistical analysis of natural language and quantitative linguistics Martin Gerlach Francesc Font-Clos 67 94 0 19 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,114 0 11 Oct 2018
Punctuation Prediction Model for Conversational Speech Piotr Żelasko Piotr Szymañski Jan Mizgajski Adrian Szymczak Yishay Carmiel Najim Dehak 47 54 0 02 Jul 2018
Joint Learning of Correlated Sequence Labelling Tasks Using Bidirectional Recurrent Neural Networks Vardaan Pahuja Anirban Laha Shachar Mirkin V. Raykar Lili Kotlerman Guy Lev 50 33 0 14 Mar 2017
Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books Yukun Zhu Ryan Kiros R. Zemel Ruslan Salakhutdinov R. Urtasun Antonio Torralba Sanja Fidler 127 2,554 0 22 Jun 2015