Search Results for author: Chaoran Liu

Found 4 papers, 4 papers with code

CycleTransGAN-EVC: A CycleGAN-based Emotional Voice Conversion Model with Transformer

1 code implementation30 Nov 2021 Changzeng Fu, Chaoran Liu, Carlos Toshinori Ishi, Hiroshi Ishiguro

In this study, we explore the transformer's ability to capture intra-relations among frames by augmenting the receptive field of models.

Voice Conversion

Probabilistic Human-like Gesture Synthesis from Speech using GRU-based WGAN

1 code implementation ACM ICMI Workshop GENEA 2021 Bowen Wu, Chaoran Liu, Carlos Ishi, Hiroshi Ishiguro

The motions synthesized by the proposed system are evaluated via an objective measure and a subjective experiment, showing that the proposed model outperforms a baseline model which is trained by a state-of-the-art GAN-based algorithm, using the same dataset.

Gesture Generation

SeMemNN: A Semantic Matrix-Based Memory Neural Network for Text Classification

1 code implementation4 Mar 2020 Changzeng Fu, Chaoran Liu, Carlos Toshinori Ishi, Yuichiro Yoshikawa, Hiroshi Ishiguro

Text categorization is the task of assigning labels to documents written in a natural language, and it has numerous real-world applications including sentiment analysis as well as traditional topic assignment tasks.

General Classification Sentiment Analysis +2

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