Songxiang Liu

According to our database, Songxiang Liu authored at least 43 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Application of artificial intelligence technology in the field of orthopedics: a narrative review.

Pengran Liu, Jiayao Zhang, Songxiang Liu, Tongtong Huo, Jiajun He, Mingdi Xue, Ying Fang, Honglin Wang, Yi Xie, Mao Xie, Dan Zhang, Zhewei Ye

Artif. Intell. Rev., January, 2024

InstructTTS: Modelling Expressive TTS in Discrete Latent Space With Natural Language Style Prompt.

Dongchao Yang, Songxiang Liu, Rongjie Huang, Chao Weng, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Codec-SUPERB @ SLT 2024: A lightweight benchmark for neural audio codec models.

Haibin Wu, Xuanjun Chen, Yi-Cheng Lin, Kai-Wei Chang, Jiawei Du, Ke-Han Lu, Alexander H. Liu, Ho-Lam Chung, Yuan-Kuei Wu, Dongchao Yang, Songxiang Liu, Yi-Chiao Wu, Xu Tan, James R. Glass, Shinji Watanabe, Hung-yi Lee

CoRR, 2024

SimpleSpeech 2: Towards Simple and Efficient Text-to-Speech with Flow-based Scalar Latent Transformer Diffusion Models.

Dongchao Yang, Rongjie Huang, Yuanyuan Wang, Haohan Guo, Dading Chong, Songxiang Liu, Xixin Wu, Helen Meng

CoRR, 2024

UniAudio: Towards Universal Audio Generation with Large Language Models.

Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Haohan Guo, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Zhou Zhao, Xixin Wu, Helen M. Meng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Unifying One-Shot Voice Conversion and Cloning with Disentangled Speech Representations.

Hui Lu, Xixin Wu, Haohan Guo, Songxiang Liu, Zhiyong Wu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

UniAudio: An Audio Foundation Model Toward Universal Audio Generation.

Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Shinji Watanabe, Helen Meng

CoRR, 2023

The Singing Voice Conversion Challenge 2023.

Wen-Chin Huang, Lester Phillip Violeta, Songxiang Liu, Jiatong Shi, Yusuke Yasuda, Tomoki Toda

CoRR, 2023

HiFi-Codec: Group-residual Vector quantization for High Fidelity Audio Codec.

Dongchao Yang, Songxiang Liu, Rongjie Huang, Jinchuan Tian, Chao Weng, Yuexian Zou

CoRR, 2023

InstructTTS: Modelling Expressive TTS in Discrete Latent Space with Natural Language Style Prompt.

Dongchao Yang, Songxiang Liu, Rongjie Huang, Guangzhi Lei, Chao Weng, Helen Meng, Dong Yu

CoRR, 2023

NoreSpeech: Knowledge Distillation based Conditional Diffusion Model for Noise-robust Expressive TTS.

Dongchao Yang, Songxiang Liu, Helin Wang, Jianwei Yu, Chao Weng, Yuexian Zou

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Diverse and Expressive Speech Prosody Prediction with Denoising Diffusion Probabilistic Model.

Xiang Li, Songxiang Liu, Max W. Y. Lam, Zhiyong Wu, Chao Weng, Helen Meng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

SnakeGAN: A Universal Vocoder Leveraging DDSP Prior Knowledge and Periodic Inductive Bias.

Sipan Li, Songxiang Liu, Luwen Zhang, Xiang Li, Yanyao Bian, Chao Weng, Zhiyong Wu, Helen Meng

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

The Singing Voice Conversion Challenge 2023.

Wen-Chin Huang, Lester Phillip Violeta, Songxiang Liu, Jiatong Shi, Tomoki Toda

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

DiffGAN-TTS: High-Fidelity and Efficient Text-to-Speech with Denoising Diffusion GANs.

Songxiang Liu, Dan Su, Dong Yu

CoRR, 2022

ASR-Robust Natural Language Understanding on ASR-GLUE dataset.

Lingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai, Haitao Zheng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation.

Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

Referee: Towards Reference-Free Cross-Speaker Style Transfer with Low-Quality Data for Expressive Speech Synthesis.

Songxiang Liu, Shan Yang, Dan Su, Dong Yu

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Speech Emotion Recognition Using Sequential Capsule Networks.

Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Exemplar-Based Emotive Speech Synthesis.

Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling.

Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Meta-Voice: Fast few-shot style transfer for expressive voice cloning using meta learning.

Songxiang Liu, Dan Su, Dong Yu

CoRR, 2021

ASR-GLUE: A New Multi-task Benchmark for ASR-Robust Natural Language Understanding.

Lingyun Feng, Jianwei Yu, Deng Cai, Songxiang Liu, Haitao Zheng, Yan Wang

CoRR, 2021

VARA-TTS: Non-Autoregressive Text-to-Speech Synthesis based on Very Deep VAE with Residual Attention.

Peng Liu, Yuewen Cao, Songxiang Liu, Na Hu, Guangzhi Li, Chao Weng, Dan Su

CoRR, 2021

Exploring Cross-lingual Singing Voice Synthesis Using Speech Data.

Yuewen Cao, Songxiang Liu, Shiyin Kang, Na Hu, Peng Liu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, 2021

Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion.

Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Fastsvc: Fast Cross-Domain Singing Voice Conversion With Feature-Wise Linear Modulation.

Songxiang Liu, Yuewen Cao, Na Hu, Dan Su, Helen Meng

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

DiffSVC: A Diffusion Probabilistic Model for Singing Voice Conversion.

Songxiang Liu, Yuewen Cao, Dan Su, Helen Meng

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2021

2020

Transferring Source Style in Non-Parallel Voice Conversion.

Songxiang Liu, Yuewen Cao, Shiyin Kang, Na Hu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Defense Against Adversarial Attacks on Spoofing Countermeasures of ASV.

Haibin Wu, Songxiang Liu, Helen Meng, Hung-yi Lee

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech Reconstruction.

Disong Wang, Jianwei Yu, Xixin Wu, Songxiang Liu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-To-End Accent Conversion Without Using Native Utterances.

Songxiang Liu, Disong Wang, Yuewen Cao, Lifa Sun, Xixin Wu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora.

Yuewen Cao, Songxiang Liu, Xixin Wu, Shiyin Kang, Peng Liu, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Layer Content Interaction Through Quaternion Product for Visual Question Answering.

Lei Shi, Shijie Geng, Kai Shuang, Chiori Hori, Songxiang Liu, Peng Gao, Sen Su

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Jointly Trained Conversion Model and WaveNet Vocoder for Non-Parallel Voice Conversion Using Mel-Spectrograms and Phonetic Posteriorgrams.

Songxiang Liu, Yuewen Cao, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Recurrent Neural Network Language Model Training Using Natural Gradient.

Jianwei Yu, Max W. Y. Lam, Xie Chen, Shoukang Hu, Songxiang Liu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Speech Emotion Recognition Using Capsule Networks.

Xixin Wu, Songxiang Liu, Yuewen Cao, Xu Li, Jianwei Yu, Dongyang Dai, Xi Ma, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

End-to-end Code-switched TTS with Mix of Monolingual Recordings.

Yuewen Cao, Xixin Wu, Songxiang Liu, Jianwei Yu, Xu Li, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Adversarial Attacks on Spoofing Countermeasures of Automatic Speaker Verification.

Songxiang Liu, Haibin Wu, Hung-yi Lee, Helen Meng

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

The HCCL-CUHK System for the Voice Conversion Challenge 2018.

Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis.

Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance.

Songxiang Liu, Jinghua Zhong, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Feature Based Adaptation for Speaking Style Synthesis.

Xixin Wu, Lifa Sun, Shiyin Kang, Songxiang Liu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018