CONF Le_MEDIAEVAL_2016/IDIAP EUMSSI team at the MediaEval Person Discovery Challenge 2016 Le, Nam Meignier, Sylvain Odobez, Jean-Marc face clustering OCR person identification Speaker Diarization EXTERNAL http://publications.idiap.ch/attachments/papers/2016/Le_MEDIAEVAL_2016.pdf PUBLIC MediaEval Benchmarking Initiative for Multimedia Evaluation Hilversum, Netherlands 2016 We present the results of the EUMSSI team’s participation in the Multimodal Person Discovery task. The goal is to identify all people who simultaneously appear and speak in a video corpus. In the proposed system, besides improving each modality, we emphasize on the ranking of multiple results from both audio stream and visual stream.