Deng, Li

Deep neural networks for acoustic modeling in speech recognition: the shared views of four research groups

Hinton, G., Deng, L., Yu, D., Dahl, G., Mohamed, A.-R., Jaitly, N., Senior, A., Vanhoucke, V., Nguyen, P., Sainath, T., et al. (2012) · IEEE Signal Processing Magazine

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 10,260

Deep Learning: Methods and Applications

Deng, L., & Yu, D. (2014) · Foundations and Trends® in Signal Processing

Advanced Neural Network ApplicationsNeural Networks and Applications

Cited by 3,480

Recent advances in deep learning for speech research at Microsoft

Deng, L., Li, J., Huang, J.-T., Yao, K., Yu, D., Seide, F., Seltzer, M., Zweig, G., He, X., Williams, J., et al. (2013) · 2013 IEEE International Conference on Acoustics, Speech and Signal Processing

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 801

Multimodal intelligence: Representation learning, information fusion, and applications

Zhang, C., Yang, Z., He, X., & Deng, L. (2020) · IEEE Journal of Selected Topics in Signal Processing

Multimodal Machine Learning ApplicationsAdvanced Image Fusion Techniques

Cited by 511

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval

Liu, X., Gao, J., He, X., Deng, L., Duh, K., & Wang, Y.-Y. (2015) · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Topic ModelingInformation Retrieval and Search Behavior

Cited by 395

Ensemble deep learning for speech recognition

Deng, L., & Platt, J. C. (2014) · Interspeech 2014

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 248

End-to-end joint learning of natural language understanding and dialogue manager

Yang, X., Chen, Y.-N., Hakkani-Tur, D., Crook, P., Li, X., Gao, J., & Deng, L. (2017) · 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Speech and dialogue systemsNatural Language Processing Techniques

Cited by 80