Solutions

We provide machine learning solutions for several multimodal application domains:

ML for Video analysis

We provide solutions that combine machine learning applied on all aspects of video (sound, image and accompanying text), to achieve several video analysis applications:

Video summarization
Video classification and retrieval
Multimodal content-based video / movie recommendation and profiling
Human recognition and human activity recognition

Music information retrieval

We have years' experience in build models for analyzing musical content for various subdomains such as:

Musical genre classification
Recognition of music mood and emotion
Content-based music retrieval and recommendation

Speech analytics

We combine audio and text information from speech signals, to recognize what people say (and how they say it) when interacting between each other for applications such as:

Automated Psychological assessment
Mood classification
Speaking style analysis

Audio (non-speech) Recognition

Mouse vocalizations analytics
Audio event detection
Urban soundscape analysis
Audio context classification

Image retrieval and classification