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) +2

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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

151

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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 #13 on Speech Recognition on AISHELL-1

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

8,265

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