have an interactive transcript feature enabled, which appears below the video when playing. Viewers can search for keywords in the video or click on any word in the transcript to jump to that point in the video. When searching, a dark bar with white vertical lines appears below the video frame. Each white line is an occurrence of the searched term and can be clicked on to jump to that spot in the video.
LEARNINGMultilingual representations for low-resource speech processing
Date Posted:
February 10, 2017
Date Recorded:
February 3, 2017
Speaker(s):
Brian Kingsbury - Speech Representation, Perception and Recognition
Associated CBMM Pages:
Description:
Brian Kingsbury, IBM
Abstract: A key to achieving good automatic speech recognition performance has been the availability of vast amounts of labeled and unlabeled speech and text data that can be used to train speech models; however, there are thousands of languages in the world that we would like to process automatically and it is impractical to count on having access to thousands of hours of speech and billions of words of text in all of them. In this talk I will describe how multilingual speech representations learned from a variety of languages can reduce the amount of data needed to train a speech recognition system in a new language.