Search Results for author: Bradley McDonnell

Found 2 papers, 1 papers with code

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

1 code implementation • 18 May 2023 • Martijn Bartelds, Nay San, Bradley McDonnell, Dan Jurafsky, Martijn Wieling

For Gronings, for which there was a pre-existing text-to-speech (TTS) system available, we also examined the use of TTS to generate ASR training data from text-only sources.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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Leveraging supplementary text data to kick-start automatic speech recognition system development with limited transcriptions

no code implementations • 9 Feb 2023 • Nay San, Martijn Bartelds, Blaine Billings, Ella de Falco, Hendi Feriza, Johan Safri, Wawan Sahrozi, Ben Foley, Bradley McDonnell, Dan Jurafsky

We perform experiments using 10 minutes of transcribed speech from English (for replicating prior work) and two additional pairs of languages differing in the availability of supplemental text data: Gronings and Frisian (~7. 5M token corpora available), and Besemah and Nasal (only small lexica available).

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

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