Look, Listen and Learn - A Multimodal LSTM for Speaker Identification

@inproceedings{Ren2016LookLA,
  title={Look, Listen and Learn - A Multimodal LSTM for Speaker Identification},
  author={Jimmy S. J. Ren and Yongtao Hu and Yu-Wing Tai and Chuan Wang and Li Xu and Wenxiu Sun and Qiong Yan},
  booktitle={AAAI},
  year={2016}
}
Speaker identification refers to the task of localizing the face of a person who has the same identity as the ongoing voice in a video. This task not only requires collective perception over both visual and auditory signals, the robustness to handle severe quality degradations and unconstrained content variations are also indispensable. In this paper, we describe a novel multimodal Long Short-Term Memory (LSTM) architecture which seamlessly unifies both visual and auditory modalities from the… CONTINUE READING
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