主要期刊论文

1. Peng Song, Wenming Zheng, Yanwei Yu, Shifeng Ou. Speech Emotion Recognition Based on Robust Discriminative Sparse Regression. IEEE Transactions on Cognitive and Developmental Systems. 2020,  DOI: 10.1109/TCDS.2020.2990928.

2. Weijian Zhang, Peng Song. Transfer sparse discriminant subspace learning for cross-corpus speech emotion recognition. IEEE/ACM Transactions on Audio, Speech, and Language Processing. 2020, 28, 307-318.

3. Kai Chen, Yanwei Yu, Peng Song, et al. Find you if you drive: Inferring home locations for vehicles with surveillance camera data. Knowledge-Based Systems. 2020, 105766.

4. Fang Liu, Yanwei Yu, Peng Song, et al. Scalable KDE-based top-n local outlier detection over large-scale data streams. Knowledge-Based Systems. 2020, 106186.5. Peng Song. Transfer Linear Subspace Learning for Cross-corpus Speech Emotion Recognition. IEEE Transactions on Affective Computing. 2019 ,2/10 ,265-275

6. Lingyan Li, Xiaoyan Zhou, Yuan Zong, Wenming Zheng, Jingang Shi, and Peng Song. Unsupervised Cross-Database Micro-Expression Recognition Using Target-Adapted Least-Squares Regression. IEICE Transactions on Information and Systems, Vol. E102-D, No. 7, pp. 1417-1421, 2019.

7. Minghao Tang, Yuan Zong, Wenming Zheng, Jisheng Dai, Jingang Shi, and Peng Song. Micro-Expression Recognition by Leveraging Color Space Information,IEICE Transactions on Information and Systems, Vol. E102-D, No. 6, pp. 1222–1226, 2019.

8. Peng Song, Wenming Zheng. Feature Selection Based Transfer Subspace Learning for Speech Emotion Recognition. IEEE Transactions on Affective Computing. 2018, DOI: 10.1109/TAFFC.2018.2800046

9. Tengfei Song, Wenming Zheng, Peng Song, Zhen Cui, EEG Emotion Recognition Using Dynamical Graph Convolutional Neural Networks, IEEE Transactions on Affective Computing, 2018, DOI: 10.1109/TAFFC.2018.2817622

10. Shifeng Ou, Peng Song. Ying Gao, Laplacian speech model and soft decision based MMSE estimator for noise power spectral density in speech enhancement. Chinese Journal of Electronics. 2018, 27(6): 1214-1220

11. Shifeng Ou, Peng Song, Ying Gao. Soft Decision Based Gaussian-Laplacian Combination Model for Noisy Speech Enhancement. Chinese Journal of Electronics. 2018, 27(4): 827-834

12. Guanzhe Zhao, Yanwei Yu, Peng Song, Geng Zhao, Zhe Ji. A Parameter Space Framework for Online Outlier Detection over High-Volume Data Streams. IEEE Access. 2018, 6(1): 38124-38136

13. Shifeng Ou, Peng Song, Ying Gao. Phase-Sensitive Decision-Directed SNR Estimator for Single-Channel Speech Enhancement. International Journal of Pattern Recognition and Artificial Intelligence. 2017, 31(8): 1758003-1~1758003-16

14. Peng Song,Wenming Zheng, Shifeng Ou, et al. Cross-corpus speech emotion recognition based on transfer non-negative matrix factorization. Speech Communication. 2016, 83:34-41.

15. Peng Song, Shifeng Ou, Xinran Zhang, et al. Transfer Semi-Supervised Non-Negative Matrix Factorization for Speech Emotion Recognition, IEICE TRANSACTIONS on Information and Systems, 2016, E99-D(10):2647-2650.

16. 宋鹏, 郑文明, 赵力. 基于特征迁移学习方法的跨库语音情感识别, 清华大学学报(自然科学版), 2016, 56 (11): 1179-1183. (

17. 张昕然，宋鹏， 查诚 et al. 用于跨库语音情感识别的时频原子听觉注意模型, 东南大学学报: 英文版, 2016, 32 (4): 402-407.

18. Peng Song, Wenming Zheng, Ruiyu Liang, Speech emotion recognition based on sparse transfer learning method. IEICE Transactions on Information and Systems, 2015, E98-D(7):1409–1412.

19. Peng Song, Yun Jin, Cheng Zha, Li Zhao. Speech emotion recognition method using hidden factor analysis. Electronics Letters. 2015, 51(1):112-114.

20. Peng Song, Yun Jin, Li Zhao, Minghai Xin. Speech emotion recognition using transfer learning. IEICE Transactions on Information and Systems, 2014, E97-D(9):2530–2532.

21. Hao Wang, Xinmin Cheng, Peng Song, et al. An extrapolated impulse response filter design with sparse coefficients based on a novel linear approximation matrix. Circuits, Systems, and Signal Processing.,2014, 1-27.

22. Peng Song, Yun Jin, Li Zhao, Cairong Zou. Voice conversion based on hybrid SVR and GMM. Archives of Acoustics, 2012, 37(2):143–149.

23. Peng Song, Yongqiang Bao, Li Zhao, Cairong Zou. Voice conversion using support vector regression. Electronics Letters, 2011, 47(18):1045–1046.

24. 金赟, 宋鹏, 郑文明, 赵力. 半监督判别分析的跨库语音情感识别.声学学报, 2015, 40(1): 20-27.

25. 宋鹏，王浩，赵力. 基于混合Gauss归一化的语音转换方法. 清华大学学报(自然科学版), 2013, 53(6):757-761.

26. 宋鹏，王浩，赵力. 采用模型自适应的语音转换方法. 信号处理, 2013, 29(10): 1294-1299.

主要国际会议论文

1. Peng Song, Wenming Zheng, Shifeng Ou, Yun Jin, Wenming Ma, Yanwei Yu. Joint Transfer Subspace Learning and Feature Selection for Cross-corpus Speech Emotion Recognition.  International Conference on Acoustics, Speech and Signal Processing (ICASSP 2018), Calgary, Canada, 2018, 5504-5508

2. Ruoshan Lan, Yanwei Yu, Lei Cao, Peng Song, Yingjie Wang. Discovering Moving Object Evolving Groups from Massive Trajectory Streams. International Conference on Mobile Data Management (MDM 2017). Daejeon, South Korea, 2017. 256-265

3. Peng Song, Shifeng Ou, Wenming Zheng, et al. Speech Emotion Recognition Using Transfer Non-negative Matrix Factorization. ICASSP, Shanghai, China, 2016. 5180-5184.

4. Shifeng Ou, Wei Liu, Peng Song, et al. Speech enhancement using a geometric decision-directed approach. International Conference on Audio, Language and Image Processing (ICALIP). Shanghai, China, 2016. 674-678.

5. Peng Song, Xinran Zhang, Shifeng Ou, et al. Cross-corpus speech emotion recognition using transfer semi-supervised discriminant analysis. ISCSLP, Tianjin, China, 2016.

6. Peng Song, Wenming Zheng, Jingjing Liu, Jing Li, Xinran Zhang. A novel speech emotion recognition method via transfer PCA and sparse coding. In: Chinese Conference on Biometric Recognition (CCBR 2015). 2015. 393–400.

7. Peng Song, Yun Jin, Wenming Zheng, Li Zhao. Text-independent voice conversion using speaker model alignment method from non-parallel speech. In: INTERSPEECH. 2014. 2308-2312.

8. Peng Song, Wenming Zheng, Li Zhao. Non-parallel training for voice conversion based on adaptation method. In: ICASSP. 2013. 6905-6909.

9. Peng Song, Yongqiang Bao, Li Zhao. Voice conversion using improved spectral and F0 transformation methods. In: Chinese Conference on Pattern Recognition. 2012. 589–596.

10. Yun Jin, Peng Song, W Zheng, L Zhao. A feature selection and feature fusion combination method for speaker-independent speech emotion recognition. In: ICASSP. 2014. 4841-4845. 

专利

1. 宋鹏，包永强，赵力，刘健刚. 一种基于自适应算法的非对称语料库条件下的语音转换方法.（CN103280224A）

2. 宋鹏，赵力，金赟. 基于说话人模型对齐的非对称语音库条件下的语音转换方法. （CN104217721B）