Advances in Online Audio-Visual Meeting Transcription

no code implementations • 10 Dec 2019 • Takuya Yoshioka, Igor Abramovski, Cem Aksoylar, Zhuo Chen, Moshe David, Dimitrios Dimitriadis, Yifan Gong, Ilya Gurvich, Xuedong Huang, Yan Huang, Aviv Hurvitz, Li Jiang, Sharon Koubi, Eyal Krupka, Ido Leichter, Changliang Liu, Partha Parthasarathy, Alon Vinnikov, Lingfeng Wu, Xiong Xiao, Wayne Xiong, Huaming Wang, Zhenghao Wang, Jun Zhang, Yong Zhao, Tianyan Zhou

This increases marginally to 1. 6% when 50% of the attendees are unknown to the system.

speaker-diarization Speaker Diarization +2

Session-level Language Modeling for Conversational Speech

no code implementations • EMNLP 2018 • Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke

We propose to generalize language models for conversational speech recognition to allow them to operate across utterance boundaries and speaker changes, thereby capturing conversation-level phenomena such as adjacency pairs, lexical entrainment, and topical coherence.

Language Modelling speech-recognition +1