Zhisheng Zheng

According to our database, Zhisheng Zheng authored at least 17 papers between 2022 and 2025.

Collaborative distances:

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

2025

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix.

Ziyang Ma, Yinghao Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yuzhe Liang, Minghao Liu, Zhikang Niu, Tianrui Wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, Chng Eng Siong, Xie Chen

CoRR, May, 2025

Scaling Rich Style-Prompted Text-to-Speech Datasets.

Anuj Diwan, Zhisheng Zheng, David Harwath, Eunsol Choi

CoRR, March, 2025

DRCap: Decoding CLAP Latents with Retrieval-Augmented Generation for Zero-shot Audio Captioning.

Xiquan Li, Wenxi Chen, Ziyang Ma, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Qiuqiang Kong, Xie Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

SLAM-AAC: Enhancing Audio Captioning with Paraphrasing Augmentation and CLAP-Refine through LLMs.

Wenxi Chen, Ziyang Ma, Xiquan Li, Xuenan Xu, Yuzhe Liang, Zhisheng Zheng, Kai Yu, Xie Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

2024

Improving Emotion Recognition with Pre-Trained Models, Multimodality, and Contextual Information.

Zhengshun Xia, Ziyang Ma, Zhisheng Zheng, Xie Chen

Proceedings of the 14th IEEE International Symposium on Chinese Spoken Language Processing, 2024

EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark.

Ziyang Ma, Mingjie Chen, Hezhao Zhang, Zhisheng Zheng, Wenxi Chen, Xiquan Li, Jiaxin Ye, Xie Chen, Thomas Hain

Proceedings of the 25th Annual Conference of the International Speech Communication Association, 2024

EAT: Self-Supervised Pre-Training with Efficient Audio Transformer.

Wenxi Chen, Yuzhe Liang, Ziyang Ma, Zhisheng Zheng, Xie Chen

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

BAT: Learning to Reason about Spatial Sounds with Large Language Models.

Zhisheng Zheng, Puyuan Peng, Ziyang Ma, Xie Chen, Eunsol Choi, David Harwath

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

Leveraging Speech PTM, Text LLM, And Emotional TTS For Speech Emotion Recognition.

Ziyang Ma, Wen Wu, Zhisheng Zheng, Yiwei Guo, Qian Chen, Shiliang Zhang, Xie Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation.

Ziyang Ma, Zhisheng Zheng, Jiaxin Ye, Jinchao Li, Zhifu Gao, Shiliang Zhang, Xie Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Unsupervised Active Learning: Optimizing Labeling Cost-Effectiveness for Automatic Speech Recognition.

Zhisheng Zheng, Ziyang Ma, Yu Wang, Xie Chen

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

Pushing the Limits of Unsupervised Unit Discovery for SSL Speech Representation.

Ziyang Ma, Zhisheng Zheng, Guanrou Yang, Yu Wang, Chao Zhang, Xie Chen

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

MT4SSL: Boosting Self-Supervised Speech Representation Learning by Integrating Multiple Targets.

Ziyang Ma, Zhisheng Zheng, Changli Tang, Yujin Wang, Xie Chen

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

Front-End Adapter: Adapting Front-End Input of Speech Based Self-Supervised Learning for Speech Recognition.

Xie Chen, Ziyang Ma, Changli Tang, Yujin Wang, Zhisheng Zheng

Proceedings of the IEEE International Conference on Acoustics, 2023

Fast-Hubert: an Efficient Training Framework for Self-Supervised Speech Representation Learning.

Guanrou Yang, Ziyang Ma, Zhisheng Zheng, Yakun Song, Zhikang Niu, Xie Chen

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

Exploring Effective Distillation of Self-Supervised Speech Models for Automatic Speech Recognition.

Yujin Wang, Changli Tang, Ziyang Ma, Zhisheng Zheng, Xie Chen, Wei-Qiang Zhang

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

2022

Noniterative f -x-y Streaming Prediction Filtering for Random Noise Attenuation on Seismic Data.

Yang Liu, Zhisheng Zheng

IEEE Trans. Geosci. Remote. Sens., 2022