15 citations · 19 across the 3 of their papers we have counts for
4 papers
Style-agnostic evaluation of ASR using multiple reference transcripts
Quinten McNamara, Miguel Ángel del Río Fernández, Nishchal Bhandari +4
Word error rate (WER) as a metric has a variety of limitations that have plagued the field of speech recognition. Evaluation datasets suffer from varying style, formality, and inhe…
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…
Earnings-22: A Practical Benchmark for Accents in the Wild
Miguel Del Rio, Peter Ha, Quinten McNamara +2
Modern automatic speech recognition (ASR) systems have achieved superhuman Word Error Rate (WER) on many common corpora despite lacking adequate performance on speech in the wild.…
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…