Search Results for author: Nelson Yalta

Found 5 papers, 1 papers with code

CNN-based MultiChannel End-to-End Speech Recognition for everyday home environments

no code implementations7 Nov 2018 Nelson Yalta, Shinji Watanabe, Takaaki Hori, Kazuhiro Nakadai, Tetsuya OGATA

By employing a convolutional neural network (CNN)-based multichannel end-to-end speech recognition system, this study attempts to overcome the presents difficulties in everyday environments.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Multilingual sequence-to-sequence speech recognition: architecture, transfer learning, and language modeling

no code implementations4 Oct 2018 Jaejin Cho, Murali Karthick Baskar, Ruizhi Li, Matthew Wiesner, Sri Harish Mallidi, Nelson Yalta, Martin Karafiat, Shinji Watanabe, Takaaki Hori

In this work, we attempt to use data from 10 BABEL languages to build a multi-lingual seq2seq model as a prior model, and then port them towards 4 other BABEL languages using transfer learning approach.

Language Modelling Sequence-To-Sequence Speech Recognition +2

Weakly Supervised Deep Recurrent Neural Networks for Basic Dance Step Generation

3 code implementations3 Jul 2018 Nelson Yalta, Shinji Watanabe, Kazuhiro Nakadai, Tetsuya OGATA

However, applying DNNs for generating dance to a piece of music is nevertheless challenging, because of 1) DNNs need to generate large sequences while mapping the music input, 2) the DNN needs to constraint the motion beat to the music, and 3) DNNs require a considerable amount of hand-crafted data.

Motion Estimation

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