Inferring Speaking Styles from Multi-modal Conversational Context by Multi-scale Relational Graph Convolutional Networks

Author:

Li Jingbei1,Meng Yi1,Wu Xixin2,Wu Zhiyong1,Jia Jia1,Meng Helen2,Tian Qiao3,Wang Yuping3,Wang Yuxuan3

Affiliation:

1. Tsinghua University, Beijing, China

2. The Chinese University of Hong Kong, Hong Kong, China

3. ByteDance, Shanghai, China

Funder

National Key Research and Development Plan

Shenzhen Key Laboratory of next generation interactive media innovative technology

National Natural Science Foundation of China

National Natural Science Foundation of China-Research Grant Council of Hong Kong

Publisher

ACM

Reference42 articles.

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2. Jian Cong , Shan Yang , Na Hu , Guangzhi Li , Lei Xie , and Dan Su. 2021. Controllable Context-aware Conversational Speech Synthesis. arXiv preprint arXiv:2106.10828 ( 2021 ). Jian Cong, Shan Yang, Na Hu, Guangzhi Li, Lei Xie, and Dan Su. 2021. Controllable Context-aware Conversational Speech Synthesis. arXiv preprint arXiv:2106.10828 (2021).

3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2018 . Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018). Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018. Bert: Pre-training of deep bidirectional transformers for language understanding. arXiv preprint arXiv:1810.04805 (2018).

4. Yaroslav Ganin and Victor Lempitsky . 2015 . Unsupervised domain adaptation by backpropagation . In International conference on machine learning. PMLR, 1180--1189 . Yaroslav Ganin and Victor Lempitsky. 2015. Unsupervised domain adaptation by backpropagation. In International conference on machine learning. PMLR, 1180--1189.

5. Yaroslav Ganin , Evgeniya Ustinova , Hana Ajakan , Pascal Germain , Hugo Larochelle , Francc ois Laviolette , Mario Marchand, and Victor Lempitsky. 2016 . Domain-adversarial training of neural networks. The journal of machine learning research, Vol. 17 , 1 (2016), 2096--2030. Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan, Pascal Germain, Hugo Larochelle, Francc ois Laviolette, Mario Marchand, and Victor Lempitsky. 2016. Domain-adversarial training of neural networks. The journal of machine learning research, Vol. 17, 1 (2016), 2096--2030.

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