Making More of Little Data: Improving Low-Resource Automatic Speech
Recognition Using Data Augmentation

Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation

18 May 2023

Martijn Bartelds

Bradley McDonnell

Dan Jurafsky

Martijn B. Wieling

Papers citing "Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation"

6 / 6 papers shown

Title
Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages Alexan Ayrapetyan Sofia Kostandian Ara Yeroyan Mher Yerznkanyan Nikolay Karpov Nune Tadevosyan Vitaly Lavrukhin Boris Ginsburg 66 0 0 08 Jan 2025
Contrastive Learning from Synthetic Audio Doppelgängers Manuel Cherep Nikhil Singh 40 1 0 09 Jun 2024
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 29 24 0 13 Sep 2023
Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data Alena Aksenova Zhehuai Chen Chung-Cheng Chiu D. Esch Pavel Golik ... Levi King Bhuvana Ramabhadran Andrew Rosenberg Suzan Schwartz Gary Wang 59 22 0 16 May 2022
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 31 102 0 24 Feb 2022
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0 Sameer Khurana Antoine Laurent James R. Glass VLM 43 18 0 07 Oct 2021