Training Neural Speech Recognition Systems with Synthetic Speech
Augmentation

Training Neural Speech Recognition Systems with Synthetic Speech Augmentation

2 November 2018

Jason Chun Lok Li

Boris Ginsburg

Vitaly Lavrukhin

Papers citing "Training Neural Speech Recognition Systems with Synthetic Speech Augmentation"

16 / 16 papers shown

Title
OLISIA: a Cascade System for Spoken Dialogue State Tracking Léo Jacqmin Lucas Druart Yannick Esteve Benoit Favre L. Rojas-Barahona Valentin Vielzeuf 35 3 0 20 Apr 2023
Text-only domain adaptation for end-to-end ASR using integrated text-to-mel-spectrogram generator Vladimir Bataev Roman Korostik Evgeny Shabalin Vitaly Lavrukhin Boris Ginsburg VLM 38 14 0 27 Feb 2023
A Policy-based Approach to the SpecAugment Method for Low Resource E2E ASR Rui Li Guodong Ma Dexin Zhao Ranran Zeng Xiaoyu Li Haolin Huang 29 2 0 16 Oct 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 137 352 0 21 May 2022
Differentially Private Speaker Anonymization Ali Shahin Shamsabadi B. M. L. Srivastava A. Bellet Nathalie Vauquier Emmanuel Vincent Mohamed Maouche Marc Tommasi Nicolas Papernot MIACV 56 33 0 23 Feb 2022
Synthesizing Dysarthric Speech Using Multi-talker TTS for Dysarthric Speech Recognition M. Soleymanpour Michael T. Johnson Rahim Soleymanpour J. Berry 40 28 0 27 Jan 2022
Data Incubation -- Synthesizing Missing Data for Handwriting Recognition Jen-Hao Rick Chang Martin Bresler Youssouf Chherawala Adrien Delaye Thomas Deselaers Ryan S. Dixon Oncel Tuzel SyDa 29 2 0 13 Oct 2021
Injecting Text in Self-Supervised Speech Pretraining Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Gary Wang Pedro J. Moreno SSL 25 36 0 27 Aug 2021
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems Xianrui Zheng Yulan Liu Deniz Gunceler D. Willett 17 78 0 23 Nov 2020
You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation A. Laptev Roman Korostik A. Svischev A. Andrusenko Ivan Medennikov S. Rybin 16 61 0 14 May 2020
Generating diverse and natural text-to-speech samples using a quantized fine-grained VAE and auto-regressive prosody prior Guangzhi Sun Yu Zhang Ron J. Weiss Yuan Cao Heiga Zen Andrew Rosenberg Bhuvana Ramabhadran Yonghui Wu DiffM 36 92 0 06 Feb 2020
Training Keyword Spotters with Limited and Synthesized Speech Data James Lin Kevin Kilgour Dominik Roblek Matthew Sharifi 27 56 0 31 Jan 2020
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems Nick Rossenbach Albert Zeyer Ralf Schluter Hermann Ney 18 83 0 19 Dec 2019
Speech Recognition with Augmented Synthesized Speech Andrew Rosenberg Yu Zhang Bhuvana Ramabhadran Ye Jia Pedro J. Moreno Yonghui Wu Zelin Wu 32 127 0 25 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019