AI Use Case

Autogenerate captioning on video or audio files

Autogenerate captioning on video or audio files. This speech to text service potentially saves significant human effort but will work less well in languages that have not yet had the full research effort of - say - English and Chinese, where error rates remain a challenge.

Function

Benefits

Cost - Job automation,Revenue - Better targeting,Data - Data mapping / labelling

Case Studies

Google YouTube~YouTube automatically captions 1B videos with 50% increased accuracy using machine learning,The Weather Channel~The Weather Channel is able to automatically generate digital video content localised for each region using machine learning,TV News Archive~TV News Archive automatically identifies politicians' appearances on news programs using facial recognition

Industry

Consumer Goods And Services

Media And Publishing

Data Sets

Audio

AI Technologies

Machine Learning (ML),Model Architecture - Deep Neural Networks,ML Task - Prediction - Binary Classification,ML Task - Prediction - Multi-class Classification,ML Task - Prediction - Data Translation/Transformation,Product Type - Natural Language Processing (NLP)

Potential Vendors

Wibbitz,Matroid