Updated Corpora and Benchmarks for Long-Form Speech Recognition

1 code implementation • 26 Sep 2023 • Jennifer Drexler Fox, Desh Raj, Natalie Delworth, Quinn McNamara, Corey Miller, Migüel Jetté

The vast majority of ASR research uses corpora in which both the training and test data have been pre-segmented into utterances.

speech-recognition Speech Recognition

Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model

no code implementations • 2 Sep 2022 • Jennifer Drexler Fox, Natalie Delworth

We are releasing contextual biasing lists to accompany the Earnings21 dataset, creating a public benchmark for this task.

Earnings-21: A Practical Benchmark for ASR in the Wild

2 code implementations • 22 Apr 2021 • Miguel Del Rio, Natalie Delworth, Ryan Westerman, Michelle Huang, Nishchal Bhandari, Joseph Palakapilly, Quinten McNamara, Joshua Dong, Piotr Zelasko, Miguel Jette

Commonly used speech corpora inadequately challenge academic and commercial ASR systems.

named-entity-recognition Named Entity Recognition +1

Accented Speech Recognition: A Survey

no code implementations • 21 Apr 2021 • Arthur Hinsvark, Natalie Delworth, Miguel Del Rio, Quinten McNamara, Joshua Dong, Ryan Westerman, Michelle Huang, Joseph Palakapilly, Jennifer Drexler, Ilya Pirkin, Nishchal Bhandari, Miguel Jette

Automatic Speech Recognition (ASR) systems generalize poorly on accented speech.

Accented Speech Recognition Automatic Speech Recognition +3