205 citations · 369 across the 24 of their papers we have counts for
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cs.CL2019★ 205 cited
Self-Training for End-to-End Speech Recognition
Jacob Kahn, Ann Lee, Awni Hannun
We revisit self-training in the context of end-to-end speech recognition. We demonstrate that training with pseudo-labels can substantially improve the accuracy of a baseline model…
cs.CL2019★ 4 cited
Sequence-to-Sequence Speech Recognition with Time-Depth Separable Convolutions
Awni Hannun, Ann Lee, Qiantong Xu +1
We propose a fully convolutional sequence-to-sequence encoder architecture with a simple and efficient decoder. Our model improves WER on LibriSpeech while being an order of magnit…