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Jennifer Drexler Fox

2 accepted papers

2024

Updated Corpora and Benchmarks for Long-Form Speech Recognition

ICASSP 2024accepted

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 audio is not segmented, leading to a mismatch between inference-time conditions and models trained on segmented utterances.…

Cited by 0SourceScholar
2022

Curriculum Optimization for Low-Resource Speech Recognition

ICASSP 2022accepted

Modern end-to-end speech recognition models show astonishing results in transcribing audio signals into written text. However, conventional data feeding pipelines may be sub-optimal for low-resource speech recognition, which still remains a challenging task. We propose an automated curriculum learni…

Cited by 4SourceScholar