7 citations · 14 across the 4 of their papers we have counts for
3 papers · 1 filter
End-to-end Speech-to-Punctuated-Text Recognition
Jumon Nozaki, Tatsuya Kawahara, Kenkichi Ishizuka +1
Conventional automatic speech recognition systems do not produce punctuation marks which are important for the readability of the speech recognition results. They are also needed f…
A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation
Yosuke Higuchi, Nanxin Chen, Yuya Fujita +6
Non-autoregressive (NAR) models simultaneously generate multiple outputs in a sequence, which significantly reduces the inference speed at the cost of accuracy drop compared to aut…
Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions
Jumon Nozaki, Tatsuya Komatsu
This paper proposes a method to relax the conditional independence assumption of connectionist temporal classification (CTC)-based automatic speech recognition (ASR) models. We tra…