996 citations · 2.4k across the 62 of their papers we have counts for
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cs.CL2018★ 40 cited
Training Neural Speech Recognition Systems with Synthetic Speech Augmentation
Jason Li, Ravi Gadde, Boris Ginsburg +1
Building an accurate automatic speech recognition (ASR) system requires a large dataset that contains many hours of labeled speech samples produced by a diverse set of speakers. Th…
cs.CL2018★ 41 cited
Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq
Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman +5
We present OpenSeq2Seq - a TensorFlow-based toolkit for training sequence-to-sequence models that features distributed and mixed-precision training. Benchmarks on machine translati…