Search Results for author: Jumon Nozaki

Found 2 papers, 0 papers with code

A Comparative Study on Non-Autoregressive Modelings for Speech-to-Text Generation

no code implementations11 Oct 2021 Yosuke Higuchi, Nanxin Chen, Yuya Fujita, Hirofumi Inaguma, Tatsuya Komatsu, Jaesong Lee, Jumon Nozaki, Tianzi Wang, Shinji Watanabe

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 autoregressive baselines.

automatic-speech-recognition Speech Recognition +2

Relaxing the Conditional Independence Assumption of CTC-based ASR by Conditioning on Intermediate Predictions

no code implementations6 Apr 2021 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.

automatic-speech-recognition Speech Recognition

Cannot find the paper you are looking for? You can Submit a new open access paper.