Sotabase

Career

· Adjunct Assistant Professor, University of California, Berkeley2016–
· Doctorate (Ph.D.) in Computer Science, Freie Universitaet Berlin2006–
· Master's Degree in Computer Science, Freie Universitaet Berlin2002–
· Senior Research Scientist, Amazon AWS
· CTO and Co-founder, Brainome, Inc
· Director, Audio and Multimedia, International Computer Science Institute (ICSI)
· Principal Data Scientist, Lawrence Livermore National Lab

Publications (251)

YFCC100M
Communications of the ACM · 2015
957
cited
Speaker Diarization: A Review of Recent Research
IEEE Transactions on Audio, Speech, and Language Processing · 2010
741
cited
The New Data and New Challenges in Multimedia Research
arXiv.org · 2015
321
cited
Precise indoor localization using smart phones
ACM Multimedia · 2010
247
cited
Exploiting innocuous activity for correlating users across sites
The Web Conference · 2013
246
cited
Cybercasing the Joint: On the Privacy Implications of Geo-Tagging
USENIX conference on Hot topics in security · 2010
139
cited
Overlapped speech detection for improved speaker diarization in multiparty meetings
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2008
134
cited
Automatic tagging and geotagging in video collections and communities
International Conference on Multimedia Retrieval · 2011
124
cited
SIOX: simple interactive object extraction in still images
IEEE International Symposium on Multimedia · 2005
105
cited
Efficient Saliency Maps for Explainable AI
arXiv.org · 2019
91
cited
Using audio and video features to classify the most dominant person in a group meeting
ACM Multimedia · 2007
89
cited
Prosodic and other Long-Term Features for Speaker Diarization
IEEE Transactions on Audio, Speech, and Language Processing · 2009
82
cited
Multi-modal speaker diarization of real-world meetings using compressed-domain video features
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2009
75
cited
Estimating Dominance in Multi-Party Meetings Using Speaker Diarization
IEEE Transactions on Audio, Speech, and Language Processing · 2011
73
cited
Reducing Loss to Follow-Up with Tele-audiology Diagnostic Evaluations
Telemedicine journal and e-health · 2016
51
cited
The ICSI RT-09 Speaker Diarization System
IEEE Transactions on Audio, Speech, and Language Processing · 2012
51
cited
Multimodal location estimation
ACM Multimedia · 2010
48
cited
A fast-match approach for robust, faster than real-time speaker diarization
Automatic Speech Recognition & Understanding · 2007
46
cited
Teaching with an intelligent electronic chalkboard
ACM SIGMM workshop on Experiential Telepresence · 2004
45
cited
E-Chalk: a lecture recording system using the chalkboard metaphor
Interactive Technology and Smart Education · 2004
44
cited
Sotabase