Search Results for author: Masao Someki

Found 3 papers, 2 papers with code

Segment-Level Vectorized Beam Search Based on Partially Autoregressive Inference

no code implementations • 26 Sep 2023 • Masao Someki, Nicholas Eng, Yosuke Higuchi, Shinji Watanabe

Attention-based encoder-decoder models with autoregressive (AR) decoding have proven to be the dominant approach for automatic speech recognition (ASR) due to their superior accuracy.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Paper
Add Code

ESPnet-ONNX: Bridging a Gap Between Research and Production

1 code implementation • 20 Sep 2022 • Masao Someki, Yosuke Higuchi, Tomoki Hayashi, Shinji Watanabe

In the field of deep learning, researchers often focus on inventing novel neural network models and improving benchmarks.

Spoken Language Understanding

145

Paper
Code

A Comparative Study on Transformer vs RNN in Speech Applications

1 code implementation • 13 Sep 2019 • Shigeki Karita, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang

Sequence-to-sequence models have been widely used in end-to-end speech processing, for example, automatic speech recognition (ASR), speech translation (ST), and text-to-speech (TTS).

Ranked #12 on Speech Recognition on AISHELL-1

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

7,871

Paper
Code

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