Wide Multi Channel Presentation Attack (WMCA) 1941 short video recordings of both bonafide and presentation attacks from 72 different identities. The data is recorded from several channels including color, depth, infra-red, and thermal.
Walliserdeutsch News bulletins in the upper valaisan german dialect, broadcasted by Radio Rottu Oberwallis
voicePA A speech dataset with 44 speakers and 28 presentation attacks, including synthetic and replay attacks recorded in different environments with different speakers and microphones (mobile phones and laptop)
VERA Spoofing PalmVein The VERA Spoofing PalmVein Database for direct attacks palmvein recognition consists of 1000 images attempts to the 50 first clients from the Idiap Research Institute VERA PalmVein Database.
VERA Spoofing FingerVein The VERA Spoofing FingerVein dataset for direct attacks fingervein recognition consists of 200 images attempts to the 50 first clients from the Idiap Research Institute VERA FingerVein Database.
VERA PalmVein VERA PalmVein is a dataset for palmvein recognition. The dataset consists of 2200 NIR imagesfrom 110 clients captured with an Open Sensor.
VERA FingerVein The VERA FingerVein Database for fingervein recognition consists of 440 images from 110 clients.
UNICITY UNICITY contains top-view depth images of people entering a security airlock.
UBIPose dataset intended for the evaluation of head pose estimation algorithms in natural and challenging scenarios
Tense-Annotation This dataset provides parallel texts in English/French from Europarl, along with an alignment of the verbs in the sentences with information on their position, tense and voice.
TED dataset A dataset for recommendations collected from ted.com which contains metadata fields for TED talks and user profiles with rating and commenting transactions.
TA2 The TA2 database consists of high-definition, simultaneous A/V recordings and annotations from two separate rooms, where the participants play games and communicate with each other over a video-conferencing system.
Sound Source Localization for Robots (SSLR) Pepper Sound Localization Dataset
Replay-Attack The Replay-Attack Database for face spoofing consists of 1300 video clips of photo and video attack attempts to 50 clients, under different lighting conditions. This Database was produced at the Idiap Research Institute, in Switzerland.
Replay-Mobile Replay-Mobile is a dataset for face recognition and presentation attack detection (anti-spoofing)
Print-Attack Subset of Replay-Attack Dataset
Odessa Odessa dataset contains 42 short conversations via VoIP, in pairs of speakers among 14 individuals.
Multispectral-Spoof (MSSpoof) Multispectral-Spoof contains face images and printed spoofing attacks recorded in Visible (VIS) and Near-Infrared (NIR) spectra for 21 identities.
MOBIO a dataset for mobile face and speaker recognition
Mobile Data Challenge (MDC) Dataset MDC consists of large quantities of continuous data pertaining to the behaviour of individuals and social networks, recorded via mobile phones from 2009 to 2011 in the Lausanne/Geneva area. About 200 persons participated in the data collecting campaign.