40 citations · 59 across the 5 of their papers we have counts for
5 papers · 1 filter
Reverb: Open-Source ASR and Diarization from Rev
Nishchal Bhandari, Danny Chen, Miguel Ángel del Río Fernández +10
Today, we are open-sourcing our core speech recognition and diarization models for non-commercial use. We are releasing both a full production pipeline for developers as well as pa…
Updated Corpora and Benchmarks for Long-Form Speech Recognition
Jennifer Drexler Fox, Desh Raj, Natalie Delworth +3
The vast majority of ASR research uses corpora in which both the training and test data have been pre-segmented into utterances. In most real-word ASR use-cases, however, test audi…
Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction Model
Jennifer Drexler Fox, Natalie Delworth
Contextual ASR, which takes a list of bias terms as input along with audio, has drawn recent interest as ASR use becomes more widespread. We are releasing contextual biasing lists…
Accented Speech Recognition: A Survey
Arthur Hinsvark, Natalie Delworth, Miguel Del Rio +9
Automatic Speech Recognition (ASR) systems generalize poorly on accented speech. The phonetic and linguistic variability of accents present hard challenges for ASR systems today in…
Earnings-21: A Practical Benchmark for ASR in the Wild
Miguel Del Rio, Natalie Delworth, Ryan Westerman +7
Commonly used speech corpora inadequately challenge academic and commercial ASR systems. In particular, speech corpora lack metadata needed for detailed analysis and WER measuremen…